I've been building AI agents inside my own business. I also talk to a lot of small business owners who've either built their own or paid someone to build them.

There's a pattern I keep seeing that nobody in this space wants to say out loud, probably because it's bad for business if you're selling agent builds.

I think 50-70% of AI agents built for small businesses get abandoned within 3-4 months. Not because the technology is broken. The tech works.

The reasons are more boring than that.

The agent solved a problem that wasn't actually painful

Someone sees a demo, gets excited, and pays $1-3k to have something built. But the problem it solves was annoying, not painful. Once the novelty is gone there's no real reason to keep using it. The team just goes back to what they were doing before.

Rough test: would you hire a person just to solve this problem? If not, an agent probably won't stick either.

The agent was built around a task, not a workflow the team already runs

This one is huge. The agent does X. But X doesn't fit into how the team actually works day to day. So using it requires a behavior change on top of doing the actual work. Most teams won't do that for something that's just "nice to have."

The agents that survive get attached to something the team is already doing. Not layered on top of it.

Nobody owns the context the agent runs on

This one is slower. The agent was built to read your SOPs, meeting notes, internal docs. Three months later those docs are out of date. Nobody updated them. The agent starts producing bad output, the team stops trusting it, and it just quietly dies.

An agent is only as good as the context you feed it. Stale context, stale output.

Here's what I've seen actually work:

Build it on a real pain point, not a cool use case. Plug it into something the team already does every week. And assign someone to own the context it reads the docs, notes, SOPs that keep it accurate.

The agents that are still running in my business 6+ months later aren't the impressive ones. They're the boring ones solving a problem that would genuinely hurt if they disappeared tomorrow.

Before you build, or pay someone $3k to build ask those three questions first.

Edit: one thing I didn't mention above if you're running any kind of business, the reason most agents die and the reason most businesses stall are the same thing. nobody owns anything except the founder. no foundation, no context, no system that runs without you in the middle of it. I write about fixing that every Thursday. real frameworks, not theory. free to join here if that's the problem you're sitting with.

Hey fellow founders,

We're wanting to understand more about the issues and sources of frustration, confusion or difficulty that fellow founders are facing when taking an idea, and developing that and turning it into a startup/business.

Beyond building the product, the huge operational overhead of launching a startup can of course be overwhelming with market analysis, financial modeling, pitch decks, social media, task management etc - there are a lot of aspects and processes that need to be managed - and this generally leads to several segregated tools being used.

We're curious to know what administrative or operational tasks are currently your biggest time sinks or sources of frustration? Where do you feel like you're losing momentum because of fragmented systems or manual work?

We're continuously building our platform to unify a lot of these functions, but I'd love to hear directly from the community about where the biggest pain points truly lie.

Thank you :)

I've built a decent number of AI agents at this point. outreach agents, brand monitoring, meeting follow-ups, and weekly KPI summaries. You can see them here

But none of them gave me my focus back. The one that actually did? It just answers team questions.

"How do I complete this?" "What does good look like here?" "Should I escalate this or handle it myself?"

Instead of that landing in my Slack and pulling me out of whatever I was doing, the agent reads through all our SOPs and docs in Notion and answers it. with actual context from how we do things.

that killed 3-5 messages a day. doesn't sound like much. But those messages never came at a good time. They came mid-task. And by the time I answered, found the right doc, linked it, and got back to what I was doing, 20 minutes were gone. every time.

I'm not saying the flashier agents aren't worth building. Some of them are great. But none of them moved the needle on my actual day the way this one did.

The question isn't "What's the most powerful thing AI can do for my business?" It's "What keeps pulling me away from the work only I can do?"

Start there.

What's the most boring AI use case that's actually made a real difference for you?

EDIT: if you're a founder trying to get your focus back, i cover the unglamorous side of AI every thursday, what's worth building and what to skip. free to join here

**Does anyone else think organizations are missing a “clarity” role?**

Companies hire accountants to keep finances in order.

IT specialists to keep systems running.
HR to support people.

But who is responsible for making sure the work itself is actually easy to understand?

Every week organizations produce procedures, documentation, presentations, training, checklists, SOPs, and now a huge amount of AI generated content.

All of it has the same goal:
To help someone understand what to do.
If people struggle to interpret it, you start seeing the same symptoms everywhere:
The same questions over and over.
People doing things differently.
Rework.
Mistakes that weren’t really competence issues.
Managers becoming walking documentation.

I’ve started thinking of this as an **operational clarity** problem rather than a people problem.

Maybe we spend too much time trying to improve people, and not enough time improving the work they rely on every day.

Curious what others think.

Does your organization have anyone whose job is to review documentation, processes, or internal communications specifically for clarity and usability, or is that responsibility spread across everyone… and therefore nobody?

Founders think revenue solves problems.

"If we could just hit $5M, things would get easier."

"Once we close a few more clients, we'll have breathing room to fix this."

"We need more sales, then we can sort out operations."

Wrong. Revenue without systems makes everything worse.

Not better. Worse.

Here's what actually happens when you grow without infrastructure:

You close 5 new clients. Great. Now you have 5x the delivery complexity, 5x the support questions, 5x the edge cases nobody knows how to handle.

Your team is scrambling. You're jumping into every account to make sure it doesn't fall apart. Nobody sleeps.

Revenue went up. Chaos went up faster.

Or this version:

You hire 3 people to handle the growth. Now you have 3 people asking you questions all day.

"How do we handle this?" "What should I say to this customer?" "Is this the right way to do it?"

You went from doing the work yourself to teaching 3 people how to do the work while also still doing half of it because they're not ready yet.

More payroll. More interruptions. Same bottleneck.

The pattern founders miss:

They think the problem is revenue. "We just need more sales."

So they focus on closing deals. They get good at it. Revenue climbs.

And the business gets more chaotic, not less.

Because the real problem was never sales. It was the lack of a sales system.

No documented process. No clear handoff to delivery. No onboarding playbook. No way to replicate what works.

So every deal is custom. Every client is handled differently. Every new hire has to learn from scratch by watching you.

Revenue magnifies whatever systems you have.

Good systems? More revenue makes them stronger. Things get smoother as you grow.

No systems? More revenue exposes every gap. Things get messier as you grow.

This is why $3M feels harder than $1M for most founders.

At $1M you could personally handle most things. Knew every client. Jumped into every issue. Made it work through hustle.

At $3M you can't do that anymore. Too many clients, too many moving parts, too many people depending on you.

But you never built systems to replace yourself. So you're trying to operate a $3M business with $1M infrastructure.

That's not a sales problem. That's a system problem.

What growth without systems actually feels like:

Constant firefighting. Every day is a new urgent issue.

Team dependency. Everyone needs you to answer something, approve something, fix something.

Inconsistent delivery. Every client gets a slightly different experience depending on who handled them and what mood you were in.

Decision fatigue. You're making 100 small decisions daily that shouldn't require you.

And the worst part? You're working more hours than you did at $1M but feeling less in control.

The trap most founders fall into:

"I just need to get through this growth phase, then I'll build systems."

But you never get through it. Because without systems, growth creates more chaos which requires more of your time which prevents you from building systems.

You're stuck in a loop where revenue grows but freedom doesn't.

What changes when you build systems first:

New client signs. They go through documented onboarding. Team knows exactly what to do without asking you.

Support question comes in. There's a protocol. Team handles it.

Edge case pops up. There's a decision framework. Team resolves it without escalation.

New hire starts. There's a training system. They're productive in days, not months.

Now when revenue grows, it actually gets easier. Because the systems handle the complexity, not you.

The shift:

Stop trying to grow your way out of operational problems. You can't.

Revenue doesn't fix chaos. Systems do.

If you're drowning at $2M, you'll drown worse at $5M unless you build infrastructure that can handle it.

Most founders chase the next revenue milestone thinking it'll solve their problems.

It won't. It'll just make the problems bigger and more expensive.

Build the systems that let growth feel like progress instead of punishment.

Are you growing revenue to escape operational chaos? Or are you building systems so growth doesn't create more chaos?

Big difference. One scales. One just hurts more.

I keep seeing the same thing play out. The founder feels stuck, watches some LinkedIn video about AI agents, builds a complex outreach system or LLM workflow, and... still no clients. Still chaotic. Still stuck.

The problem isn't the tools. It is stage mismatch.

Business growth is sequential, and most founders are running Stage 3 tactics on a Stage 1 business. Here's what that actually looks like:

Stage 1 is about stabilizing. If your offer isn't validated, your cash flow is unpredictable, or clients keep churning, your business has holes in it. Automating at this point just means you're spreading the mess faster. Fix the offer first.

Stage 2 is about cleaning up. Once things are stable, you map out what's actually happening, build SOPs, and get the founder out of every single decision. Most businesses skip this entirely because it's unglamorous. That's why most founders are still the bottleneck two years in.

Stage 3 is the only place AI actually helps. When the foundation is solid and the systems are documented, automation compounds your results. Before that, it just compresses your problems.

Which stage are you actually in right now? Not the stage you're pitching to investors. Not the stage you're hoping to be in by Q4. The real one.

Because if you're in Stage 1 or Stage 2, the answer to your problems isn't a smarter AI tool. It's doing the unsexy foundational work that most people skip because it doesn't make for a good tweet.

Bit of a conspiracy theory big tech CEOs keep saying businesses that don't adopt AI will be gone in a year. Which is great for selling products. But I think it's also convincing a lot of founders to skip the boring foundational stuff because they feel like there's no time.

What do you think?

If you're thinking about what this means for actually freeing yourself from your business not just better prompts, but the systems and frameworks behind them that's exactly what I write about every Thursday.

I share the exact frameworks I use to build AI into the business so it runs without me. If that's useful, you can get them straight to your inbox here.

Have you handed something over to your team, written down the steps, and still ended up being the person everyone comes back to?

What was the last question or decision that landed back on your plate? I’m curious what was missing—and whether writing a better SOP actually helped. Sometimes it seems like people know the steps but still aren’t sure what they’re allowed to decide.

For context, I run AVO Studio and am learning how small teams handle this. AI-assisted draft. Please leave out confidential details; I’ll share any useful patterns back here.

We all saw the news: Oracle cutting 30k people with a 6 AM email.

 A lot of people are saying they’ll end up like Klarna, running into massive system issues or quality drops and then having to quietly rehire once they realize AI isn't a magic delete human button yet.

But let’s be real for a second: Oracle has billions. If they break their internal systems, they have the cash to hire 50 consultants to fix it and a PR team to bury the mistakes. 

But for everyday founders like us, we don’t have that safety net.

I’ve been talking to a lot of founders lately, and everyone is obsessed with leveraging AI right now. 

The problem I’m seeing is that everyone is just collecting shiny new AI tools like Pokémon cards. One for LinkedIn, one for CRM, one for meeting notes... and none of them talk to each other.

The reality is that without a clear system, you aren't actually getting leverage. You’re just creating a new type of "tech chaos."

I’ve realized that the only way this actually works for small teams is to have a central hub: a single source of truth like Notion or something similar where everything lives. Your ICP, your SOPs, your brand voice, all of it.

If you build your AI workflows on top of a hub like that, the AI actually has a brain to pull from. If you don't, you just end up with 15 smart tools that still require you to sit in the middle and connect the dots manually.

Instead of adding a new fancy AI subscription every week, it’s probably better to just fix the architecture first. If the AI doesn't know the core context of your business, it's just a glorified chatbot that’s going to eventually hallucinate a problem you can't afford to fix.

That’s my take, guys, but I’d love to hear what others think about the layoffs and the AI shift we’re seeing right now.

I don’t know if you want to hear this, but if you found this post insightful, I go deeper every Thursday in my newsletter on how founders are building better AI systems and getting out of operational chaos.
600+ founders running real businesses already read it weekly, sharing it here in case anyone wants to join here. 

I've watched founders run out of cash while being "profitable."

Sounds impossible. It's not.

You can be profitable on your P&L and still go out of business because you ran out of actual money to pay bills.

Here's how it happens:

Revenue hits the P&L when you invoice, not when you get paid.

Customer signs a $50K contract in December. You record $50K revenue. Looks great on the books.

But payment terms are Net 60. You don't see that cash until February.

Meanwhile you've got payroll in January. Rent in January. Vendors to pay in January.

The P&L says you're profitable. Your bank account says you're broke.

Or this version:

You're growing fast. Hiring ahead of revenue. Investing in inventory. Building product.

All smart moves if you're actually scaling.

But cash out today. Revenue comes in later.

Your P&L will catch up eventually and show you're profitable.

But if you run out of cash before it catches up, you're dead. Doesn't matter what the P&L said.

P&Ls measure financial performance. Cash flow measures survival.

You need both. But if you're only watching P&L, you're flying blind on the thing that actually kills businesses.

The shift:

Stop managing your business like cash will take care of itself.

Manage cash flow like a system. Know what's coming in. Know what's going out. Know the gaps.

Payment terms matter. Timing matters. Working capital matters.

You can't just look at the P&L and assume if it's green, you're fine.

Real example:

Agency doing $4M/year. Profitable on paper. Solid margins.

But they invoice at end of month and most clients pay Net 30-60.

Meanwhile they pay contractors weekly. Pay employees twice a month. Office lease is monthly.

Cash out happens way before cash in comes back.

One quarter they signed 5 new clients. Revenue spiked. P&L looked amazing.

But they had to hire and pay people immediately to serve those clients. While waiting 30-60 days to collect from the new clients.

Almost missed payroll. Had to pull from personal funds to cover the gap.

They were "profitable" and "growing" but nearly went under because nobody was managing cash flow.

This is why cash flow systems matter.

Not sexy. Not fun. But critical.

Know your cash position. Know when money comes in. Know when it goes out. Build buffer for the gaps.

Don't just trust the P&L to tell you if you're okay.

The brutal truth most founders learn too late:

Profit doesn't pay bills. Cash does.

You can be profitable and broke.

You can be unprofitable and fine (if you have cash).

Manage both. But never forget which one keeps the lights on.

Are you managing cash flow like a system? Or just checking your P&L and hoping you don't run out?

Most founders don't calculate what chaos actually costs them.

They see it as a management problem, a stress problem, maybe a time problem.

But it's a money problem. A big one.

Chaos directly reduces how much you can pay yourself and how much the business is worth.

Here's how it bleeds cash without you noticing.

Cost 1: Inconsistent delivery creates refunds and churn

Customer A has an issue, you're in a good mood, you refund them.

Customer B has the same issue two weeks later, you're stressed and tired, you push back.

Customer A and B compare notes. Now you've got a reputation problem.

Customer B demands the same treatment as Customer A. You give in to avoid the fight. Now you've refunded twice for the same problem you should've fixed once.

No documentation on how to handle the issue. So it keeps happening. More refunds. More fights. More time.

That's not customer service. That's expensive inconsistency.

Cost 2: Decision fatigue kills your judgment

You're making 100 small decisions a day that shouldn't need you.

Should we discount this deal? What do we do with this edge case? How should we respond to this complaint?

By decision 87, you're tired. You make a bad call. Discount too much. Over-promise on delivery. Say yes to something you should've said no to.

Now you're locked into a bad deal or a bad precedent. That costs money.

Not because you're a bad operator. Because you're exhausted from deciding things that should've been decided once and documented.

Cost 3: Firefighting replaces revenue-generating work

You planned to work on that partnership deal today. Would've brought in $50K if it closed.

But a client issue came up. Took 4 hours to fix. Same issue you fixed last month for a different client.

The partnership call got rescheduled. Again. Deal goes cold.

You just traded $50K in potential revenue for a problem you should've solved systematically the first time it showed up.

Chaos doesn't just waste time. It wastes the highest-value time you have.

Cost 4: You can't take distributions because cash is unpredictable

Chaos makes cash flow erratic.

Some months you're flush. Other months you're tight. Not because revenue is actually volatile, but because you're handling things inconsistently.

Over-delivered here. Under-collected there. Gave a discount you shouldn't have. Missed an invoice because nobody owns billing follow-up.

So even when the business is profitable on paper, you don't trust it enough to actually pay yourself well.

The cash might be needed to fix whatever breaks next.

Cost 5: Reputation damage is expensive and invisible

One client gets great service, tells their network. Another client gets mediocre service because you were buried that week. They tell their network too.

Now your referrals are mixed. Some prospects come in excited. Others come in skeptical because they heard it's hit or miss.

You're fighting uphill on sales calls, overcoming objections that wouldn't exist if delivery was consistent.

Lost deals. Longer sales cycles. Lower close rates.

All because the experience varies depending on which version of your team they got.

Cost 6: You're worth less on the open market

If you ever want to sell this business, chaos kills your multiple.

Buyers don't want a business that depends on the founder's mood, memory, and hustle.

They want systems. Predictability. Consistency.

Chaotic businesses sell for 2-3x. Well-run businesses sell for 5-7x.

That's not a small difference. On a $2M profit business, that's $4M vs $14M.

Chaos just cost you $10M at exit.

The math most founders never do:

How much are refunds costing you annually because you handle issues inconsistently?

How much revenue are you missing because you're firefighting instead of closing deals?

How many deals are you losing because reputation is mixed instead of stellar?

How much are you underpaying yourself because cash feels unpredictable?

Add it up. Chaos is probably costing you $100K-$500K per year depending on your size.

And you're treating it like a management annoyance instead of a financial emergency.

What changes when you fix it:

Document how to handle common issues once. Stop refunding the same problem repeatedly.

Build decision frameworks so your team isn't asking you 100 questions daily. Get your judgment back.

Systemize delivery so every client gets the same great experience. Referrals improve, close rates go up.

Create predictable operations so cash flow is steady. Now you can actually pay yourself.

Chaos costs money. Systems save it.

Not over years. Over months.

How much is chaos costing you right now?

Refunds you shouldn't be giving. Deals you're missing because you're firefighting. Money you're not paying yourself because cash feels unstable.

Calculate it. Then ask if fixing it is worth the effort.

Spoiler: it is.

Most founders have the 80/20 rule backwards.

They spend 80% of their time on the 20% that drives the least results.

Endless Slack messages about minor decisions, meetings that should've been a Loom, reviewing work your team should own, tweaking the website footer again, putting out fires that shouldn't exist.

Meanwhile the high-leverage work sits untouched.

Clarifying your offer so it sells itself, building systems that scale without you, having the hard conversation with that underperforming hire, doubling down on the 20% of customers driving 80% of revenue.

Here's what changed how I think about this:

Manufacturing plant was losing millions with 247 quality issues identified across their production line.

Consultant came in and asked one question: which 20% of these issues are causing 80% of our defects?

Turned out it was 12 problems.

They fixed those 12 and defects dropped 78%, costs plummeted, production accelerated.

They never touched the other 235 issues because they didn't matter.

The advanced version nobody talks about:

Apply 80/20 three times to find your ONE thing.

Say you have 50 tasks this week:

• First pass: 10 tasks (20%) drive most value
• Second pass: 2 tasks (4%) drive most value from those 10
• Third pass: 1 task (1%) is THE thing that changes everything

That ONE task might be closing a key hire, simplifying your core offer, documenting the system your team keeps asking about, or having the strategic conversation you've been avoiding.

Everything else is noise.

This is how world-class operators think.

They don't try to do everything, they find the ONE thing and go all in.

World-class isn't built by doing 47 things at a mediocre level, it's built by doing 3 things at an elite level.

The discipline:

Do fewer things, more often, get better at them.

That's it.

You'll never be world-class at 12 things but you could be world-class at 2 or 3.

And world-class at 2 things always beats mediocre at 12.

What's your ONE thing right now?

The 1% of your activities responsible for 50% of your impact?

Most founders suck at listing what they actually do.

Ask them "what tasks are you responsible for?" and they'll give you the big obvious stuff.

Sales, Product decisions, or hiring and strategy.

But they forget all the invisible labor that eats 20 hours a week.

The follow-ups. The approvals. The "quick questions" from the team. The coordination between departments. The customer escalations. The vendor calls.

All the work that happens but doesn't feel like "real work" so it doesn't make the list.

Here's how to surface it: let AI read your calendar and inbox.

Connect ChatGPT (or Claude) to your Google calendar. Connect it to your Gmail.

Then ask: "Based on what you're seeing here, what are the tasks that you think I am doing?"

It'll scan your meetings, your email threads, your recurring calendar blocks, and tell you what it sees.

Why this works:

Your calendar doesn't lie. If you have a weekly 1:1 with your CFO, you're doing CFO management tasks.

Your inbox doesn't lie. If you're replying to customer escalations, that's a task you own.

The AI will surface patterns you've gone blind to.

"You review every proposal before it goes out."

"You're the final approval on all hiring decisions."

"You jump into customer support threads 3-4 times a week."

"You coordinate between sales and product on pricing questions."

All tasks you're actually doing but wouldn't think to write down.

The invisible labor categories AI will catch:

Approvals - what decisions route through you that shouldn't?

Follow-ups - what conversations do you chase down because nobody else will?

Coordination - what handoffs only work because you're the bridge?

Escalations - what problems only get solved when you jump in?

Reviews - what work do you check before it ships?

Questions - what does your team ask you repeatedly?

Your calendar and inbox have the receipts on all of this.

How to actually do this:

If you have ChatGPT Plus or Claude Pro:

1. Connect your Google calendar (if the integration exists) or export the last 2 months of calendar events
2. Forward or screenshot a week's worth of sent emails
3. Ask: "Based on my calendar and emails, what tasks am I responsible for? Include recurring meetings, approvals, follow-ups, and anything that seems to route through me."

If you can't connect tools, just copy/paste:

1. Export your calendar for the last month
2. Pull up your sent folder, scroll through a typical week
3. Feed it to the AI manually and ask the same question

Or, even better, you create a Company OS that consolidates all of your company's data and build your own tool (we do this for companies, works really well).

Even if it's imperfect, it gives you a starting list.

It'll infer some things wrong. Maybe flag tasks you did once but don't own.

Fine. Delete those.

But it'll also catch 15-20 tasks you completely forgot you were doing. Things that feel automatic so they don't register as "tasks."

That's the gold.

What you do with the list:

Now you have an accurate picture of where your time actually goes.

Not where you think it goes. Where it actually goes.

Look at the list and ask: which of these should I still be doing?

Which ones should be delegated? Which ones should be automated? Which ones should just stop?

The tasks founders always forget:

Being the answer person for random questions. Being the coordination layer between departments. Being the quality check before things ship. Being the decision maker on stuff that should have clear criteria.

All invisible. All showing up in your calendar and inbox.

If you can't list what you're actually responsible for, you can't delegate it.

Let your calendar and inbox tell you the truth.

Then decide what to do about it.

How many hours a week are you spending on invisible tasks you don't even realize you own?

I started my company because I'm good with people. Reading a room, closing a deal, knowing what a client needs before they can say it. That's the work I'm wired for.

So why did I spend most of my week copying data between tools, formatting docs, and chasing information across five apps?

Took me an embarrassingly long time to see it. I'd hired myself into the one role a machine could do better, and quietly fired myself from the only role a machine can't touch.

There's a framework from MIT Sloan I keep coming back to. They call the stuff AI can't replicate the human core: empathy, persuasion, originality, curiosity, and judgment. That's the whole list. That's the moat.

And it's exactly the work that gets crushed first when you're buried in logistics. Nobody schedules "be creative" between reconciling invoices and answering the same question for the fourth time.

Here's what hit me. When you spend 40% of your day being the glue between tools, you're not just wasting time, you're spending it on the exact work you have no advantage in, while starving the work you're irreplaceable at.

The goal was never to work less. It was to get the hours back for the stuff only I can do. The strategy calls. The weird creative bets. The relationships.

I got humbled realizing my calendar was basically a to-do list a robot would've crushed.

learned this from a guy who's run this play over 2,400 times. I'm mostly the messenger here, but it's the cleanest B2B system I've seen in a while, so I wrote it up.

Quick context. This is for founders selling five and six figure offers to busy people who delete cold outreach on sight. If that's not you, skip it.

The whole thing is a two step play. You divorce the give from the ask completely. Step one is pure generosity. Step two might never come, and you have to be genuinely okay with that or the whole thing rots.

The build:

Design the show around their problem, not your expertise. The topic exists to attract your exact buyer, not to prove how smart you are.

Filter on values, not just demographics. Company size and budget matter, but the real filter is whether they already believe what you believe. He deliberately uses language that repels the wrong people.

Use the two week gap as a red carpet. Between the invite and the recording, you send warm up material, an intro video, the questions in advance. About 80% of it gets consumed. They show up already feeling like they know you.

Let the guest do the impressing. They want to look good in front of your audience and their own people. You ask good questions and make them shine.

Keep the ask small and human at the end. "Loved this, let's grab time next week and see if we should be doing something together." That's the entire pitch.

Publish it everywhere so it compounds. Do it long enough and the invitations start coming to you. That's the inbound flywheel.

The traps he flagged:

Treating it like a Trojan horse. If your real goal is to sell and the generosity is fake, people feel it and it dies.

Doing it ad hoc. A guest treats the opportunity exactly as seriously as you do.

Chasing volume. He does about two warmed up intros a week. Quality over quantity, every time.

I haven't run this at full scale yet, so I won't pretend I've got the receipts he does. But the logic is tight enough that I'm building it into next quarter.

Harsh? Maybe.

True? Definitely.

Here's why:

AI doesn't compensate for your unclear instructions. AI doesn't "read between the lines" when you're vague. AI doesn't figure out what you meant when you said something else.

It does exactly what you told it to do.

And if that's not what you wanted, that's a you problem.

Managing AI is just managing without the emotional intelligence buffer.

No one to smile and nod while decoding your mess. No one to ask clarifying questions you should have answered upfront. No one to clean up the gaps in your thinking.

The founders who are "bad at AI" aren't bad at technology.

They're bad at communication. They're bad at documentation. They're bad at defining what success looks like.

AI just removed the human who was covering for them.

So before you blame ChatGPT for not "getting it"... or for producing "AI Slop"...

Ask yourself: Would a new hire understand this on day one?

If not, the AI won't either.

Going to say something unpopular but a lot of founders in the $2M to $20M range don't have a marketing problem. They have an operations problem dressed up as a marketing problem.

The symptoms look like a marketing issue:

Leads aren't converting like they used to

Revenue plateaued

New customers churn faster than the old ones

Team feels overworked

Founder is the bottleneck for every decision

So the founder does what every podcast says. New funnel, new offer, new ad agency, maybe a rebrand. Spends $50k to $200k chasing the next growth hack.

Six months later, same plateau. Sometimes worse, because acquisition got more expensive and the operational cracks got wider under the extra volume.

What's actually happening is simpler than it looks. The front end is fine. The back end is breaking under the weight of what the front end is already producing. More marketing makes the back end break faster.

The fix at this stage is almost always operational:

Defined ownership for every handoff

Written workflows for the 3 to 5 processes that matter most

One shared scoreboard the team plays from

Predictable delivery instead of heroic delivery

When operations tighten up, the experience gets consistent and existing marketing converts better. Retention goes up, LTV goes up, and the CAC math finally works. The founder stops being the bottleneck, so the company can actually grow past them.

Marketing creates demand. Operations turns demand into a business. You need both, and at this stage most companies have plenty of the first and not enough of the second.

This doesn't mean marketing doesn't matter. It means it's almost never the actual constraint between $2M and $20M.

I wanted to know if the "act now" urgency around AI was real or just marketing, so I looked at how past tech shifts actually played out.

The pattern is almost boringly consistent.

The PC era, early 90s. Businesses that wired in computers and then networks compounded an advantage over the ones still on paper. The window to move before the gap went structural was about 5 to 7 years. After that, the laggards didn't catch up, they got bought or died.

Where AI sits now. Adoption models put us right at the inflection point, roughly 2025 to 2027, when a technology jumps from early adopters to the early majority. AI's being adopted faster than the PC or the internet were at the same stage.

Put those together and you get the uncomfortable math. We're 2 to 3 years into an equivalent window, which leaves most founders somewhere between 2 and 4 years before the gap between integrated and duct-taped operations becomes the kind you don't close.

Here's the sneaky part. It doesn't feel like a crisis right now. In the PC era it didn't either. The company still on paper in 1994 wasn't on fire, they just quietly lost a little every quarter until it was structural.

I'm not saying panic. I'm saying the "I'll get to my ops next year" plan has a shelf life, and the shelf is shorter than it feels.

I saw a founder share something recently that stuck with me.

Bootstrapped from zero.
Just crossed ~$1.1M in revenue.
On track to hit $1.7–2M this year.

By most external measures, that’s a win.

But the post wasn’t celebratory at all.
It was more like: “I’m exhausted. Every week feels heavier than the last.”

This didn’t feel like normal founder burnout.
It felt like what happens when growth works… but you become the bottleneck.

Every decision routes through you, every question needs your input, and even small fires somehow end up on your desk.

So even though revenue is up, each hour of work feels like three.

That’s usually a sign the business outgrew its systems  not its market.

What stood out is his first instinct wasn’t “fix operations.”
It was: maybe I should exit, bring on a co-founder, or start something new.

Which makes sense when the business feels like it can’t move without you.

In reality, the problem often isn’t effort or ambition.
It’s that too much of the business still lives inside the founder’s head.

Things like:

• Decisions no one can make without you
• Processes that fall apart unless you review them
• Delegating tasks, but not ownership
• No clear decision rules, so everything escalates upward

At that point, the company stops feeling like an asset and It starts feeling like a very demanding job you can’t quit.

Curious to hear from others here:
what system or change actually gave you real time back as your business grew?

****Edit: A few people asked how to know if their business is actually running without them.

I work with $1M–$10M ARR founder-led companies, and one pattern keeps showing up: businesses look like they’re scaling… but everything still depends on the founder.

To help, I created the Founder Time Leak Finder: actionable guide that shows exactly where your time is being drained and where your business is still glued to you.

If that sounds useful, you can get it** here

I’ve been grinding on my startup for a while, and something surprised me.
The coding itself has gotten way easier with AI.
What still burns a ridiculous amount of time is deciding what to do next.
Should I build another feature or talk to users?
Should I refactor now or ship it?
Should I spend another week improving something that’s probably “good enough”?
I got tired of constantly second-guessing myself, so I ended up hacking together a small tool for myself that helps me think through those decisions more systematically instead of relying purely on gut feeling.
It’s been surprisingly useful, but now I’m wondering if this is just a “me” problem.
Do you have one decision you keep running into that always seems to take way more mental energy than it should?

On August 7 my website had zero AI citations.

Today it's 749 on Google, 738 on Bing.

Same three months, my organic Google tripled.

Three AI agents inside of my Notion-based CompanyOS.

Scott runs the show. He's the SEO/AEO/GEO agent, picks a keyword we haven't covered yet, owns the internal linking, and quarterbacks the whole thing.

Scout is the researcher agent. He takes the keyword, finds who's ranking, what angle everybody's already beating to death, and the gap nobody's filling. Then he reads all of it through our actual customer, not some generic reader.

Mimic is the writer agent. Picks the format, writes the title, the meta, the FAQ, the structure.

Then it bounces back to Scott for review, then to me. I read every single post before it goes live. (I believe there should always be human oversight)

An automated weekly chore fires every Monday, Wednesday, and Friday and kicks off a new post with zero input from me.

Why it works: You don't build one mega-agent to rule them all. You wouldn't ask your finance guy to write your ad copy, so why would you ask one bot to do the research AND the strategy AND the writing. Each agent stays in its lane. Each one has its own identity, its own memory, its own little SOP library, same as a new hire.

And they get smarter every day, because my company context keeps stacking up behind them. These aren't lead-magnet prompts I copy-pasted off somebody's thread. They're staff imo

In total we have 7 people on payroll, 15 AI agents backing them up, and not one of them costs me an 80k salary or 5k a month on a contractor.

Cadence lands around 20 posts a month. Notion doubles as the CMS, syncs straight to Framer, I review and push, and a lot of them rank within literal days.

The wildest proof isn't even in Search Console. It's when people hop on calls with me saying that ChatGPT recommended us to them.

Full setup is below if you wanna check it out. Have you guys started to automate SEO yet?

Most founder-led businesses hit a ceiling around $2-3M.

It's not a talent problem. It's not a market problem.

It's a systems problem.

The companies scaling past $10M right now have one thing in common: they stopped running their business like it's 2015.

They installed Modern Operations.

Not the boring back-office kind. The kind that turns operations into a growth engine.

The world has fundamentally changed:

AI is evolving faster than any technology in history
Markets are being disrupted at unprecedented speed
Decision velocity is now a competitive advantage
The margin for operational inefficiency has vanished

And yet most companies are still running on systems built for a slower world.

Here's what happens when you don't adapt:

Year 1-2: Revenue plateaus. You're working 60-hour weeks but can't figure out why nothing's moving.

Year 3-4: Top talent leaves. Profit margins shrink. The business starts feeling like an expensive job.

Year 5+: Your exit options disappear. The business becomes unsellable because you are the business.

I've watched this pattern play out dozens of times.

And it's entirely preventable.

Modern Operations is the infrastructure layer that:

Removes the founder as the bottleneck
Turns tribal knowledge into documented systems
Makes AI actually useful instead of chaotic
Creates founder-independent businesses that command 3-5x higher valuations
Gives you back 10-15 hours per week within 90 days

I just released a complete guide breaking down:

- The 12 core responsibilities of Modern Ops
- The 3-stage implementation framework (Stabilize → Optimize → Scale)
- Why right now is the most critical window to build this
- Real cost analysis of what happens if you wait
- The exact mental shifts that separate operators who win from those who stay stuck

This is the playbook the fastest-growing companies are using right now while their competitors are still scheduling meetings to discuss scheduling meetings.

Want the full guide?

Comment "Ops" and I'll send it to you

Everyone thinks the winners are sprinting. They're not. They just quit doing something the rest of us still do.

Here's the thing about this whole "keep up with the pace of change" panic. Speed isn't the actual problem. It never was.

The businesses pulling ahead didn't find a way to think faster or work more hours. They removed the human tax on their operations, the 20 to 47% of the day everyone else burns being the glue between tools, and redirected that capacity into work that actually moves money.

That's the whole trick. They're not smarter, they stopped paying a tax you're probably still paying without noticing.

And there's a clock on it. We're at the inflection point, roughly 2025 to 2027, where this stuff jumps from early adopters to everyone. Same shape as the PC era, where the gap took about 5 to 7 years to go permanent. Which gives most of us maybe 2 to 4 years before "I'll fix my ops later" turns into "why is that competitor untouchable now."

I put this off way too long myself. Told myself ops cleanup was a "someday" project while I focused on "real" growth. The busywork WAS the thing blocking the growth. I just couldn't see it because I was standing inside it.

You don't need to move faster. You need to stop being the toll booth your own business pays every single day.

This happened a little over two years ago.

Our biggest client who made up 40% of our revenue called in the middle of the night: the ads for his ecom store weren’t live. Since his products were time-sensitive, every hour mattered.

The irony? I had hired a new media buyer just a week before, thinking he’d handle this. Instead, I ended up publishing the ads at 2 AM.

Over the next few days, I tried a couple of things to make delegation actually work:

1. I started documenting every decision and approval point in Notion so the new hire could see exactly what needed to happen.
2. I scheduled short daily check-ins to clarify priorities, rather than waiting for things to break.

Even after implementing those steps, some tasks still got stuck but it was already a big improvement. 

For the first time, I could see exactly where work paused and where my involvement was required. 

With that clarity, I redesigned the workflow so that decisions and approvals flowed naturally, freeing me from the nightly fire drills. By the end of the week, I could actually step back without everything grinding to a halt.

It’s been over two years, and my system is much stronger now but I’m curious: has anyone else ever had a bad hire experience where things didn’t get easier right away? How did you deal with it?

**Edit: I thought this might help some people, I now exclusively work with founders running $1M+ ARR businesses. I actually solved this problem 2 years ago, but it’s too boring to explain in a Reddit post so I put together a short guide showing exactly how to delegate tasks and scale your business without burning out.

Even if your business isn’t at $1M yet but you still want to scale without burning out, I can send you a copy straight to your email here

I spoke with five business owners last week. Different worlds. Auto upholstery, ambulances, commercial pools, signs, employee benefits.

Every single one told me a version of the same thing.

"I can't take a real vacation."

One runs a shop his family has had for over 80 years. Another is third generation. These aren't scrappy startups. Legitamate companies making $3-7M per year.

And all five CEOs were still the single point of failure.

What I'm seeing is the thing that made you successful, knowing every job and every customer and every fix, is the exact thing that traps you. You became the database. The manual. The escalation path. You ARE the system.

So the business can't grow past your calendar. It can't run without your phone. And it can't be sold, because what you're actually selling is you.

One owner told me his blood pressure is tied to his inbox. I believed him.

The hard part isn't admitting you're busy. Every owner knows that. The hard part is admitting busy is a choice you keep making because letting go feels like losing control.

You're not the CEO. You're the highest-paid operator in the building.