AI & Automation
For teams with a recurring, high-volume review task they want taken off the team and run faster and more consistently. A working system, not a capability claim: an AI-assisted review pipeline sold against a measurable before and after, built on proven platforms and gated by a pilot.
Proven Before It's Built
The method earns each step: map the work, prove it on your real data, and build only what clears the bar.
Map the Work
We get the manual workflow and its data on paper first, so what the pilot tests is your real task, not a demo.
Prove on Real Data
A scoped pilot runs on your actual data and is measured against a bar you set, with an honest go/no-go before any production build.
Build & Hand Off
Only work that clears the bar gets built for production, then we train the team to own and run it without us.
Map, Pilot, Gate, Build
Four stages with a real decision in the middle, and nothing goes to production that hasn't earned its place.
Map the Process
Get the manual workflow on paper and assess the data, so the pilot tests the task as it actually runs.
What Gets Delivered
- Workflow discovery
- Data assessment
Pilot on Real Data
Run a scoped pilot on your actual data and measure it against how the task is done today.
What Gets Delivered
- Scoped pilot
- Measured pre/post
The Gate
A real decision point. We build production only if the pilot clears its accuracy bar. Otherwise we stop here, and you've spent a pilot, not a build.
What Gets Delivered
- Accuracy-bar check
- Honest go / no-go
Production Build
Build the pipeline for production and wire it into your stack. We run ingestion through structured output, with people kept in the loop where judgment matters.
What Gets Delivered
- Ingestion
- Classification
- Human review
- Structured output
- Integration
- Infrastructure at cost
Enable & Hand Off
Train the team and hand over a system you own and run, with no standing dependency on us.
What Gets Delivered
- Team enablement
- Full ownership
Where the Line Is
Three things this isn't: we don't train custom models, we don't run ongoing SLAs, and we don't sign off on compliance. We configure and orchestrate proven platforms, ship the system against a measurable bar, and hand it over.
Pilot-gated and scoped, never open-ended. The pilot is a real off-ramp. If it doesn't clear the bar, there's no production build to pay for. Infrastructure is passed through at cost.
Scope a Pilot
Bring the recurring review task that's eating the team. We'll map it, pilot it on real data, and only build if it clears the bar.
Scope a Pilot