AI that is already running.

Real deployments across nine industries, and what each one changed.

Wealth managementAccountingTax & paymentsHealthcareLegalSkilled tradesTransportationEducationMarketplaces
Wealth management
94%
of report figures match the experts' own
Healthcare
6,000+
patient AI chats a month
Legal & tax
1% → 91%
automatic reconciliation match rate
Transportation
5 agents
mapped a legacy system in parallel

What we built, in one line each.

Wealth managementLive
Every 4 hrs
Client reports build themselves

Agents work a legacy portal and are graded against staff reports.

LoopHarness
Read the case study
HealthcareLive
~2× faster
Doctor copilot responses

Patient assistant and doctor copilot, each task on the best-fit model.

Model routingGPTGemini
AccountingShipped
Model last
Bank-feed categorization

Exact match, fuzzy match, rules, then AI. Low confidence goes to a bookkeeper.

GraphHuman gate
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Tax & paymentsLive
Hourly
Payments routed automatically

Checks read by OCR, figures confirmed by a person, payouts only on cleared funds.

LoopDocument AI
Skilled tradesPilot
~4 sec
Per compliance document

Claude checks certificates and pre-fills training scores. It never guesses a gap.

ClaudeHuman gate
Legal & taxPilot
9 of 15
Audit workpapers collected by agents

Plus compliance answers with an exact citation on every line.

LoopRetrieval
TransportationDiscovery
305
Legacy features mapped

Parallel agents read the code, the database, and usage data at once.

GraphMulti-agent
EducationLive
1 chat
From complaint to replacement order

The assistant understands the issue and places the order in the ERP.

AgentTool use
MarketplacesLive
32
Verified issues caught

A test agent runs itself on every new release of an AI-built app.

LoopEvals

The same three moves, every time.

Loop

Runs on its own schedule. Stops and alerts a person when something is off.

Graph

Rules first, AI where rules break, a human where mistakes are costly.

Harness

Graded against your experts on every change. Scoped access, full audit trail.

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