New Service Line
Prove your AI works.
Or don't ship it.
We build the business-outcome evaluation layer that nobody else has. Custom rubric engines, simulation environments, KPI dashboards, and governance gates — so your AI systems are measured against YOUR definition of success, not generic benchmarks.
We're not reselling tools. We're building the layer that connects technical AI performance to business outcomes — the gap that every enterprise has and almost nobody fills.
Business-Outcome KPIs
Most AI eval measures technical metrics — token count, latency, BLEU score. We measure what your business actually cares about: did the agent solve the customer's problem? Did it follow policy? Did it cost less than the human alternative?
Rubric-First Development
Before we build an agent, we build the rubric that defines success. Every feature is evaluated against the rubric before it ships. This means you never ship AI that 'works in the demo' but fails in production.
Governance Gates Built In
Quality, safety, and performance gates aren't an afterthought — they're baked into the pipeline. Every agent promotion passes all three. Failed gates mean automatic rollback. Compliance records are audit-ready.
Eval-Driven CI/CD
Agents are software. They need version control, quality gates, and deployment strategies. We build evaluation-driven promotion pipelines: blue/green deployments, instant rollback, and every version immutable.
Architecture
Build vs Buy
We build what's unique to your business. We use open source where the problem is already solved. This is how we deliver custom eval infrastructure at a fraction of the cost of building everything from scratch.
Pricing
Two ways to engage
Start with the infrastructure, upgrade to a full partnership when you're ready to build. Or start with the partnership — we'll set up the infrastructure as part of it.
Eval Infrastructure
Recurring Foundation$3–8K/mo
Ongoing evaluation infrastructure: rubric engine hosting, simulation environments, KPI dashboards, regression test suites, and observability tooling. We maintain and operate the eval layer so your team builds on top of it.
- Custom rubric engine — your definition of success, not generic benchmarks
- Simulation environment for testing agent behavior under real-world conditions
- KPI dashboard with business-outcome metrics (not just technical metrics)
- Governance gates: quality, safety, performance checks before any agent ships
- Regression testing suite — catch degrades before they reach production
- Observability and monitoring — know what your AI is doing in real time
- Monthly eval reports with trend analysis and improvement recommendations
Eval-Driven Development Partnership
Build & Measure$10–25K/mo
Full development partnership where eval drives the build cycle. Every agent feature ships through the evaluation pipeline — quality gates, safety checks, performance benchmarks. We build the agents AND the rubric that proves they work.
- Everything in Eval Infrastructure, plus:
- Full-cycle AI agent development with eval-driven promotion pipelines
- Custom rubric design — we interview your team and encode what "good" means for YOUR business
- LLM-as-judge metrics calibrated to your domain and quality standards
- A/B evaluation: compare agent versions against business outcomes, not just vibes
- Adversarial testing built into CI — prompt injection, edge cases, failure modes
- Weekly cadence: build → eval → promote → measure → iterate
- Governance documentation: SOC 2, HIPAA, ISO 27001 audit-ready eval records
- Dedicated eval engineer + agent developer working as a team
Next Steps
1. Pilot
We build a prototype rubric engine and pilot it with an internal use case — proving the concept on your terms before scaling.
2. Productionize
Rubric engine, simulation env, KPI dashboard, and governance gates deployed as your eval infrastructure. Agents start shipping through the pipeline.
3. Scale
New agent features automatically flow through eval-driven CI/CD. Your AI quality compounds. Your governance is audit-ready. Your KPIs are real.