What we build for you
The infrastructure your team needs to build, test, deploy, and monitor AI features with confidence.
Evaluation Harness
A framework for testing AI outputs systematically—acceptance tests, regression suites, and quality benchmarks that catch issues before production.
- Test case management
- Automated evaluation pipelines
- Quality scoring and metrics
- CI/CD integration
Prompt & Model Management
Version control for prompts, A/B testing infrastructure, and model routing logic so you can iterate safely and track what works.
- Prompt versioning system
- A/B testing framework
- Model routing logic
- Rollback capabilities
Observability Stack
Complete visibility into your AI systems—request logging, latency tracking, cost monitoring, and anomaly detection.
- Request/response logging
- Latency and performance metrics
- Cost tracking per model/feature
- Anomaly detection and alerting
Security & Compliance
Data handling policies, access controls, audit logging, and compliance documentation for your AI infrastructure.
- Data handling policies
- Role-based access controls
- Audit logging
- Compliance documentation
4–8 weeks to production-ready platform
A phased approach that gets you building quickly while ensuring long-term maintainability.
Assessment & Design
Audit current state, define requirements, design architecture.
Core Infrastructure
Build evaluation harness, observability stack, and base tooling.
Integration & Testing
Integrate with your systems, test with real workloads, tune performance.
Training & Handoff
Team training, documentation review, transition to your team.
Your team owns it
We build it, document it, train your team, and hand it over. No ongoing dependency on us.
Architecture Documentation
Complete system design docs, decision records, and infrastructure diagrams.
Operational Runbooks
Step-by-step guides for common operations, troubleshooting, and incident response.
Team Training
Hands-on sessions covering the platform, best practices, and common patterns.
Transition Support
30-day support window as your team takes ownership.
Ready to build your AI capability?
Book a call to discuss your current state, goals, and what a platform setup engagement would look like for your team.