Services

AI consulting from strategy to production

I help teams make good decisions about AI—where it fits, what to build, and how to ship systems that work reliably in practice.

AI Strategy Consulting

We help you identify the highest-impact AI opportunities and create a clear roadmap from prototype to production.

  • AI readiness assessment
  • Use case identification and prioritization
  • Technology stack recommendations
  • Build vs. buy analysis
  • Implementation roadmap

LLM & Agent Systems

Design and build LLM applications and agentic workflows with strong foundations for reliability and iteration.

  • RAG and tool-use design
  • Agent architecture and orchestration
  • Prompting and structured outputs
  • Latency/cost optimization
  • Production integration

Evaluation & Reliability

Build evaluation harnesses, monitoring, and feedback loops so your AI systems behave predictably in the real world.

  • Offline evals and test suites
  • LLM judge/rubric design
  • Online monitoring and alerting
  • A/B testing and rollout strategy
  • Quality and safety guardrails

MLOps & ML Platform

Establish the infrastructure and practices needed to ship, operate, and improve ML systems in production.

  • CI/CD for ML and data
  • Model registry and versioning
  • Experiment tracking
  • Deployment and serving patterns
  • Monitoring and retraining loops

Responsible AI & Governance

Design governance and evaluation practices for high-stakes or regulated AI use cases.

  • Risk and policy alignment
  • Privacy and data handling guidance
  • Fairness and safety evaluation
  • Documentation and review workflows
  • Auditability and traceability

Data Foundations

Strengthen the data layer that powers AI: pipelines, quality, and the interfaces your models depend on.

  • Data modeling and architecture
  • ETL/ELT and orchestration
  • Data quality and observability
  • Feature/embedding pipelines
  • Secure access patterns

Process

How we work together

01

Discover

Understand your goals, constraints, and technical landscape.

02

Define

Scope the problem, identify risks, and create a clear roadmap.

03

Develop

Build iteratively with regular feedback and course correction.

04

Deploy

Ship to production with the tooling to operate and improve.

Not sure which service you need?

Let's start with a conversation. I'll help you figure out what makes sense for your situation.

Schedule a Call