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 few of the 90+ clients who trust BlueMetrics.
Industry, retail, finance, infrastructure, and the public sector. Applied AI that reaches go-live.
What clients say.
Real teams, real production systems.
“BlueMetrics transformed our operation with integrated data ingestion, a data lake, data warehouse, embedded analytics, and artificial intelligence. Our clients make strategic decisions with real-time insights.”
“More than a vendor, BlueMetrics is our strategic partner in Data Engineering, Analytics, and Machine Learning. Their command of the most advanced tools and their real commitment to delivering value: that's the differentiator.”
“We engaged BlueMetrics to help reduce our learning curve with Sisense and the time to delivery of analytics products for our users. Their consultants are very knowledgeable and conscientious, and I look forward to our continued work to provide quality BI solutions to our organization.”
“BlueMetrics is a great partner providing guidance, expertise, and development, from installation planning all the way through to production. They have been professional, efficient, and responsive to all our BI/Analytics design and development needs.”
“This team is committed and hard-working, always looking to deliver more than expected. Our experience with BlueMetrics so far has been very productive and enriching.”
“BlueMetrics team was friendly, knowledgeable, and adaptable to our company needs. Setting up business analytics at any company is a large task, and they broke down the steps for us and, together, we created a schedule of regular meetings to ensure a successful implementation.”
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.
We reply within one business day. No newsletter, no drip campaign.