Turn manual workflows into production AI systems.
We identify operational bottlenecks, build production-ready AI solutions, and integrate them into the systems your team already uses.
Your team shouldn't spend hours moving information between emails, PDFs, spreadsheets, and business systems. That's a workflow problem, not a headcount problem.
From manual drag to a workflow that keeps moving.
Same intake, same team, same case system. What changes is who does the re-typing.
Three ways we eliminate manual work.
Not an app for everything. Three systems, built around how the work actually happens.
AI Document Intake
Documents come in by email or upload. Classification, extraction, validation, and flagged issues go out, routed straight into your CRM or case system.
- Classifies and extracts data automatically, so no one re-types it
- Flags missing documents before they cost you a client follow-up
- Human review before anything is routed, so nothing slips through
AI Operations Copilot
A chat interface over your own data: CRM, documents, tickets, invoices. It answers questions and drafts actions. Nothing executes without a human approving it.
- Answers questions across your systems instantly, no more digging through tabs
- Drafts emails and updates so your team edits, not writes from scratch
- Never sends or executes on its own, you stay in control
Custom AI Workflows
Automation built around your specific process, wherever the manual work actually lives, integrated into the systems your team already runs on.
- Built around your process, so your team doesn't change how it works
- Integrates with the tools you already use, no new logins to learn
- Scoped and priced before any work starts, so there's no surprise invoice
Discover → Design → Build → Deploy → Measure.
A fixed sequence, every engagement. No stage gets skipped.
Discover
Map the workflow and quantify the cost of doing it by hand.
Design
Define the system architecture and the human checkpoints.
Build
Ship a working production system, not a proof of concept.
Deploy
Integrate with the tools your team already uses every day.
Measure
Track the hours and dollars the system actually eliminates.
The systems behind the pitch.
Concept previews of the two showcases in active development, built on the same engines described in Fig. 01 and adapted to a client's workflow.
AI Document Intake
Documents land, get classified, extracted, and flagged for review before anything reaches the case system.
AI Operations Copilot
A chat interface over a company's own data. It answers and drafts, and a person approves before anything sends.
Draft follow-up emails →
Fixed scope. No hourly billing.
Every project starts with a free call, then a paid assessment. We never build a proposal on guesses.
1–2 weeks. Process mapping, bottleneck ID, ROI estimate, implementation roadmap.
4–6 weeks. One workflow, taken fully to production. Not a prototype.
Multi-system engagements: agents, RAG, document processing, legacy integration.
Scope and final price are fixed during the assessment, before any build starts. Managed AI Engineering (retainer) is available after launch, from CAD $2,000/month.
Have a workflow that's wasting your team's time? Let's map it.
Free 20-minute call, no pitch. If it's a fit, we scope the paid Workflow Assessment from there.
Book a Free 20-Minute Call →