From data to decisions.Engineered.
We turn 240-dashboard estates into 8 that ship decisions. Governance you can audit. AI agents that measure their own ROI. For companies that can't afford to guess.
Production AI, built on Claude.
We build agents and applications directly on Anthropic's Claude models , no reseller layer, no toy demos. A working relationship that gives our customers early access, model-selection guidance, and production patterns that pass an audit on day one.
- DirectWorking partnership, not a reseller chain.
- AuditedLineage, confidence scores, kill switches on every agent.
- CalibratedSonnet · Opus · Haiku chosen per workload, not by hype.
Most data work doesn't ship a decision.
We fix that.
Same data. Less noise. Better decisions.
Trusted by
Decisions, delivered.
A few engagements we're proud of. Full case studies on request.
Replaced a six-figure BI licence with a tuned Superset stack
Migrated a 240-dashboard estate to embedded Superset. 240 boards → 8. Saved $420k in seat fees, year one.
See how we shipped itFound the logistics leak the dashboard never showed
A margin agent flagged a fuel-surcharge anomaly two weeks before close. $2.8M run-rate recovered. RFP triggered the same day.
See how we shipped itTurned account managers from reactive to proactive
Persona-driven Glimvia views, signal-pattern detection, an account-review queue everyone uses. 3 saves, $480k ARR retained.
See how we shipped itShipped AI agents the audit team approved on day one
Lineage, policy checks, an on-call governance pod. Production rollouts now ship the same week as their review.
See how we shipped itNamed studies available under NDA. Talk to us about your shape.
Three weeks in, you've shipped something.
That's the deal.
Audit.
Free. Two calls. We map your current data estate, your top 3 decisions, and where the friction lives. You walk away with a written one-pager whether or not we work together.
Ship.
A small pod (engineer + analyst + PM) ships your first decision board, your first agent, or your first governed dataset, depending on what the audit surfaced. You see something working by Week 3.
Operate.
Quarterly reviews, on-call governance, agent maintenance. We stay where we add weight. We leave when you’re stronger without us.
Fixed scope. Fixed price. Decisions shipped on a calendar, not a roadmap.
See no bad data. Hear no noise. Speak no spin.
See no bad data
Validated at every step. Lineage you can audit, quality checked at source.
Hear no noise
Signal over noise. We surface the numbers that move a decision, not vanity metrics.
Speak no spin
Honest reporting. Every claim carries its evidence, even when the answer is no.
Three pillars. One thesis:
decisions get engineered.
Data.
The unglamorous layer that decides whether everything above it is trustable. Bronze → Silver → Gold medallion, dbt + Airflow + Databricks, lineage you can audit, PII masked at source.
Analytics.
Glimvia-backed boards calibrated to how leaders actually call shots. Margin variance waterfalls, pipeline Sankeys, AI annotations that point at the cause.
AI.
Not chatbots. AI agents and applications built on Anthropic’s Claude, with lineage, confidence scores and kill switches on every signal. We are an Anthropic Build Partner, so model choice and production patterns come from the source.
Three pillars. Data management, aggregation, applications, automation, AI agents, one calibrated delivery model.
Three products. Each born from a delivery.
We met the same problem at three different customers, three different times. We turned the answer into a product. These are the ones you can buy without hiring us.
No products found
Three things most of our competitors won't tell you.
If “trusted advisor” sounds like a euphemism for “open-ended retainer”, we're not that.
We measure our own ROI.
Every engagement carries a measured outcome, saved dollars, recovered margin, hours avoided. You see it in your CFO’s report, not just our case study.
We ship in weeks, not slides.
No 12-week strategy phase. By Week 3 something is in production. By Week 8 it’s measuring its own impact. Fixed scope. Fixed price.
We leave when you’re stronger.
We don’t run a staffing business. Our retention model is governance + on-call, not bodies-on-seats. When your team can fly solo, we step back.
FAQ.
Here are some of our most asked questions. If yours is not there, contact us.
No. Our smallest current customer is 38 people. The 240-dashboard estates appear at every scale, we resize the engagement, not the rigour. Mid-market engagements typically run 6–10 weeks at fixed scope.
Decisions don't engineer themselves.
Let's start.
Book a 30-min audit. We'll show you your three highest-ROI decisions and what it would take to ship them. You leave with a one-pager. Whether or not we work together.