01
Map the path. We trace one real workflow end-to-end — what arrives, who touches it, what slows it down, where errors come from.
AI + Automation
Automation that reads, classifies and reasons.
Classical workflow automation handles the if/then. AI handles the “what does this email actually mean” layer on top of it. We design pipelines where the two work together — fast where it can be deterministic, intelligent where it can't.
Where it pays off
The work that's too messy for Zapier alone.
- Inbound emails, RFQs and forms that need to be read, understood and routed differently every time.
- Document-heavy operations: invoices, contracts, supplier lists, compliance forms.
- Reporting that lives across tools and depends on someone “just compiling it” every Friday.
- Customer-facing workflows where a templated reply isn't good enough.
What we build
Pipelines, not party tricks.
- Inbox & form triage with AI classification, enrichment and routing into your CRM, ticketing or PM tool.
- Document understanding: extraction, comparison, summary, structured output into your systems.
- Drafting workflows where AI prepares a 90% answer and a human ships it.
- Recurring reporting that assembles itself from your real sources — with auditable references.
Approach
Deterministic where possible, AI where it earns its keep.
02
Split the work. Classical automation does the routing and integration. AI does the understanding, drafting and judgement steps.
03
Measure & tune. We track throughput, error rate and human-correction rate so the system gets smarter, not just busier.
You don't need to know the tools or the architecture. You need to know where the friction is. We take it from there.