Use cases.
Frameworks and approaches drawn from practice. Each use case generalises the method so you can apply it to your own context. For specific engagements, see the case studies.
Re-architecting Legacy Systems
- Use Case
When the Platform Itself Is the Constraint: A Framework for Modular SaaS Architecture
Most SaaS platforms are built to solve today's problem. A framework for identifying when the platform architecture has become the bottleneck on business growth, and how to modernize it incrementally without stopping delivery.
6 min read - Use Case
Legacy Is Not a Technology Problem - It's a Business Constraint: A Framework for Modernization That Delivers Value
A five-phase modernization framework that delivers business value at each phase, not only at the end - drawn from re-architecting enterprise payroll tax processing and digital gift card platforms.
7 min read
MLOps & Agent Evaluation
- Use Case
The Data Is There. Getting to It Shouldn't Require an Engineer: A Framework for AI-Powered Operational Self-Service
When operational data is locked behind engineering-only query interfaces, business users generate a hidden backlog of data requests. A framework for adding AI-powered natural language query capability to operational platforms without touching production systems.
5 min read - Use Case
You Cannot Ship What You Cannot Measure: Why Agent Evaluation Is the Foundation of Production MLOps
LLM agents degrade silently, fail non-deterministically, and require multi-dimensional quality measurement. This framework integrates continuous evaluation into every stage of the system lifecycle.
5 min read
Free strategy call
Thirty minutes.
Three concrete recommendations.
We review your current technology landscape, identify your top three risks, and tell you what to do next. No deck, no commitment — just senior judgement, on the record.