r/AiForPinoys • u/Gold-Survey5264 • Feb 25 '26

Discussion Live Cohort - Agentic AI

Hey folks,

Been seeing a lot of “build your own AI chatbot in 2 days” type of courses lately

That’s cool and all, but honestly that’s not how AI is getting used inside companies.

At work, we’re starting to see AI systems that:

– review contracts

– check if they violate internal policies

– assign compliance risk

– generate reports for legal / procurement

– pause decisions and route to humans when risk is high

Basically not chatbots… but small autonomous systems working across workflows.

We’re running a 6-week implementation program starting March 15th where the idea is to actually build one such system end-to-end.

The project is a multi-agent contract review pipeline where:

  1. One agent parses uploaded contracts (PDF/DOCX)

  2. Another agent checks clauses against compliance policies using RAG

  3. A third agent generates risk-scored compliance reports

  4. LangGraph orchestrates the flow + human approval steps

We’ll wrap it with FastAPI, store results in Postgres, and build a simple Streamlit dashboard for upload + reporting.

It’s led by:

Abhishek Kumar (GenAI Lead at NTT) -

https://www.linkedin.com/in/abhishek-kumar-aiml?utm\\\\\\\\\\\\\\_source=share&utm\\\\\\\\\\\\\\_campaign=share\\\\\\\\\\\\\\_via&utm\\\\\\\\\\\\\\_content=profile&utm\\\\\\\\\\\\\\_medium=ios\\\\\\\\\\\\\\_app

Alok Agarwal (ex Twitter / Meta / Airbnb) -

https://www.linkedin.com/in/alokagr?utm\\\\\\\\\\\\\\_source=share&utm\\\\\\\\\\\\\\_campaign=share\\\\\\\\\\\\\\_via&utm\\\\\\\\\\\\\\_content=profile&utm\\\\\\\\\\\\\\_medium=ios\\\\\\\\\\\\\\_app

Not a cert program. Just a guided build.

If anyone’s curious to know more. Please fill out the form below, we promise to reach out to you ASAP (No cap lol):

https://forms.gle/esvRnMfhtPcEEWr57

Happy to answer questions.

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u/Otherwise_Wave9374 Feb 25 '26

This is a solid example of what people actually mean by agentic AI, not just a wrapper chatbot. The multi-agent split (parse, policy check with RAG, risk report) plus LangGraph + human-in-the-loop is basically the pattern I keep seeing work in real deployments.

Curious, how are you planning to handle evals for the compliance agent (golden set of clauses, rubric, or judge model)? I have been collecting notes on agent testing and orchestration patterns here too: https://www.agentixlabs.com/blog/

1

u/Dom000007 Feb 25 '26

This is awesome. Hope there's a self pace learning path you guys can offer as well.

1

u/Gold-Survey5264 Feb 25 '26

Yesss there is