Build your team's internal AI agent
The problem we solve
Your team has internal docs, scripts, runbooks and tribal knowledge that nobody can search. Slack threads die. New devs onboard for 3 months. Customer questions get re-answered 10 times a year.
Duration
6 weeks
Format
Cohort-based · Burhan-led · live weekly
Tools you'll use
Claude Code, MCP +4
Outcome
A production AI agent your team actually uses — connected to your real systems via MCP, indexed on your real docs, with the security and audit logs your CTO can defend.
Tools you'll use
Who this is for
- 01Engineering teams 5-30 devs with scattered internal knowledge
- 02Companies that tried RAG once and gave up
- 03Teams who need an AI agent on real systems, not a chatbot demo
Modules
Build your team's internal AI agent
01Map the problem
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Which questions, which sources, which users. The 1-page spec your team agrees on before any code.
02RAG that doesn't suck
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Chunking, embedding, retrieval. Why most RAG fails and how to measure if yours works.
03Custom MCP server
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Expose your internal systems (Jira, Postgres, S3, custom APIs) to Claude through MCP.
04Auth, audit, compliance
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Per-user scoping. Audit logs. Rate limits. The stuff your security team asks about.
05Ship to your team
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Deployment, monitoring, feedback loop. Getting from prototype to daily use.
What you'll ship
Production, not slides.
A production MCP server connected to 3 internal systems
A RAG pipeline indexed on your real docs
Claude Code config + custom subagents your team uses daily
Rotterdam · IstanbulFOUNDER
Founder & Lead Advisor
Burhan is the founder and lead advisor at Leftflow. He runs every engagement — picks the team, owns the timeline, sits in every working session. No account managers, no handoffs.
Before Leftflow, he built ARspar — an AI visualization platform — to 70+ enterprise clients and €1M+ in revenue before its acquisition by Floorplanner in May 2024. He was named among the Netherlands' Best Under-25 Entrepreneurs in 2022.
- Best Under-25 Entrepreneur NL · 2022
- ARspar acquired by Floorplanner · 2024
- €1M+ revenue generated
- 70+ enterprise clients delivered
Frequently asked
Build your team's internal AI agent
Do we need to be a Claude Code shop?
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No. This program installs Claude Code as part of the delivery. If your team uses Cursor or Copilot, that works too.
How big should our team be?
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Sweet spot 4-10 engineers. Smaller works but the ROI math gets thinner.
Will this work on customer data?
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Yes — Burhan covers the security/compliance posture in module 4. Most teams here have PII.
Which program fits your problem?
30-minute discovery call with Burhan. We'll match you to the right program — or honestly say if none of them fit.
Book the call→