Case studies

The full story behind the work

Problem, product thinking, what shipped and what it changed — each with a working demo inside. Real numbers only; anything simulated is labeled.

$Amnic

AI Token Management

Enterprise LLM spend, made visible and governable

Adopted by 10+ enterprises.

LLM cost intelligenceAnomaly detectionUnit economics

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✦Amnic

AI-native Analytics Agents

A FinOps analyst's workflow, automated end to end

In production — the strongest proof on this site that I build what I spec.

Agentic workflowsHuman-in-the-loopPrototyped in Claude Code

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◈Enterpret

Customer Knowledge Graph

Feedback linked to the people, accounts and revenue behind it

Adopted by 50+ enterprise customers.

Knowledge graphsAdaptive taxonomyContinuous learning

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◉Drivetrain

Headcount Planning & Collaboration

Hiring plans connected to live P&L impact

Collaborative planningP&L modeling

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⬡BlockDeliver

Decentralized CDN Marketplace

Spare bandwidth, turned into a market

0→1Distributed systemsToken incentives

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