From stalled pilot to production. In weeks.
BlueMetrics builds production AI systems on Anthropic Claude. We turn stalled pilots into governed, observable systems with measurable business results.
The question is no longer whether AI works. It's whether it pays off.
Pilots that start with energy and end in a slide deck. Just one in four companies has moved 40% or more of its AI pilots into production.
Deloitte, State of AI in the Enterprise: The untapped edge, January 2026. Survey of 3,235 leaders.74% of enterprises plan agentic AI within 2 years; only 21% have mature governance. Security is the #1 barrier.
Deloitte, State of AI in the Enterprise: The untapped edge, January 2026.Companies with per-use-case cost visibility are 5× more likely to report AI ROI. Most can't see it.
KPMG, Global AI Pulse: From deployment to value realization, Q2 2026.A clear path from pilot to production.
Start with one stalled use case. End with a production system your team can run and improve.
Bring us one stalled pilot. In three to six weeks, you'll have a working prototype built around your actual workflow, a business case with a clear baseline, a production architecture, and a go/no-go plan. We iterate until the case makes sense, or we tell you to stop.
Book the diagnosticYour use case goes live with guardrails, observability, and an ROI dashboard that tracks results against the baseline.
New use cases, redesigned workflows, and a named owner accountable for business results.
We operate what we deploy, with monitoring, SLAs, unit-cost tracking, and continuous improvement.
You end up owning your Company Brain.
Not a chatbot, not a pilot. We call it the Company Brain: the governed AI layer that connects your systems, executes workflows, and improves through real production outcomes. Each month, it learns from those outcomes, sharpens its prompts and skills, and lowers the cost of each completed workflow.
What we actually build.
The model is the easy part. Production is the engineering around it, and we take responsibility for every layer.
Claude connected securely to your systems through MCP.
End-to-end workflows built with the Claude Agent SDK.
Your playbooks, executed consistently.
The right model for each task, based on quality, cost, and latency.
Context that persists and evolves.
Improvement you can measure.
Tracing, quality monitoring, failure analysis, and cost per completed workflow.
Human review, audit trails, and rollback controls.
Same pilot. Two outcomes.
What changes when production is someone's job, not an afterthought.
- ×Pilots that end in slideware
- ×Tools that don't understand your business
- ×Governance as an afterthought
- ×ROI nobody can trace
- ✓Use cases live in production within weeks
- ✓Integrated with your systems through MCP from day one
- ✓Guardrails and observability built in
- ✓A success metric agreed upfront, with a named owner
Ten years of shipping production systems.
Credit memo drafting time
Support handle time (Lyft, Intercom, DoorDash)
Code-migration effort (Spotify)
To deploy vs 6–12 months (Athena)
Built around Anthropic's production approach.
BlueMetrics is a member of the Claude Partner Network, Anthropic's program for services firms that deploy Claude in production. Our delivery follows Anthropic's enterprise methodology: lay the foundation, launch a pilot, then scale. We're also an AWS Advanced Partner, so Claude can run in your own AWS environment through Amazon Bedrock.
One stalled pilot. Three to six weeks. A clear answer.
Pick the pilot that hurts the most. In three to six weeks, you'll have a working prototype and a clear answer: what it will take to ship, or whether you should stop. Fixed fee, credited toward the Production Sprint if you move forward.
We reply within one business day. No newsletter, no drip campaign.