Case studies

AI that earns its keep.

Each engagement is tied to a business KPI from day one. Here's what happened when we moved them.

−63%average claim handling time
InsuranceAgents

Kestrel Insurance: a claims triage agent that clears the backlog before lunch

An agent reads incoming claims, extracts entities, checks policy coverage and routes to the right adjuster with a drafted summary. Adjusters approve in one click.

+31%sales-qualified pipeline
B2B SaaSLLM Apps

Brightline: a sales copilot that drafts every proposal

Grounded in won deals, product docs and pricing rules, the copilot drafts tailored proposals in minutes and flags non-standard terms for review.

11 hrssaved per clinician, per week
HealthcareGovernance

Halcyon Health: ambient documentation with clinical-grade safeguards

We designed the evaluation and governance framework that let Halcyon roll out AI note-taking across 40 clinics with full clinician sign-off.

+42%first-time fix rate
ManufacturingData

Orrery Systems: a field-service assistant built on 30 years of manuals

Technicians ask questions in plain language and get cited answers from manuals, service logs and schematics, even offline.

$2.1Mannual savings in finance ops
BankingAutomation

Vantage Bank: invoice reconciliation on autopilot

An AI pipeline matches invoices, POs and payments across three ERPs, escalating only the 4% of exceptions that need a human.

61%support tickets auto-resolved
SoftwareAgents

Meridia: a support agent customers actually like

CSAT rose 9 points after launch, thanks to an agent that resolves account issues end-to-end and hands off gracefully when it can't.

85+Systems in production
14Industries served
11 wksMedian time to production
4.6xMedian first-year ROI
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Less hype. More shipped AI.

Tell us where AI could move the needle in your business. We'll tell you honestly whether it can, and what it would take.

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4.9/5 from 60+ client teams

NDA on request. Your data never trains third-party models.