Case studies
Case Studies
Proof across different product contexts where
engineering decisions carry real responsibility.
engineering decisions carry real responsibility.
Each context comes with different constraints, risks,
and decision patterns. Choose the one closest to your product.
and decision patterns. Choose the one closest to your product.
01
Web3 & Crypto Products
Products operating under irreversible financial and security risk. Architecture directly affects custody, liquidity mechanics, and user trust.
03
eCommerce & Retail Platforms
Commerce platforms facing growth limits, replatforming decisions, and performance risk under revenue pressure. Ownership and release discipline define operational cost.
Phased replatforming without downtime
- Replatforming migration, uptime and
cutover responsibility under live revenue risk
Headless implemented with operational cost control
- Headless commerce, integration ownership and operating cost accountability
Integrations ownership ERP CRM PIM migration
- ERP CRM PIM integrations, data correctness ownership and incident accountability
02
AI / SaaS Products
AI-driven products where the challenge is moving from experimentation to reliable production systems. Evaluation, observability, rollout and ownership define whether AI is shippable.
Get Energy: B2B energy platform
- Thin slice to production with acceptance criteria
LLM observability and incident response
- AI agent for engineering visibility, recaps, and guarded operational assistance
RAG in production with cost and latency control
- AI weekly meal planning with retrieval over internal menu data
How to use these
case studies
•Case studies describe constraints, decisions, and responsibility boundaries
•The goal is to make trade-offs visible, not to claim outcomes
•Pick a context hub to see the full set and deep dives