Workflow Automation
The handoffs, the copy-paste, the chasing — gone.
The problem
The expensive work is rarely a single task. It is the seams between tasks: exporting a report so someone can reformat it, waiting on an approval that sits unread, re-entering the same data into a third system. Traditional RPA breaks the moment a form changes, and no-code tools stop exactly where the hard cases begin.
How we approach it
We map the process as it actually runs — including the exceptions people handle informally — then automate the whole path. Deterministic steps stay deterministic and cheap. Judgement steps get a model with a narrow, well-tested brief. The result degrades gracefully instead of failing at the first surprise.
Capabilities
What's included
Process mapping
We document the real workflow, exceptions included, before writing any code.
System integration
Connections to the tools you already run, with idempotent, retry-safe writes.
Document understanding
Invoices, contracts, and forms parsed into validated structured data.
Conditional routing
Rules and model judgement combined, so each case reaches the right destination.
Exception handling
Anything ambiguous is routed to a person with full context attached, never dropped.
Observability
Dashboards for throughput, failure rate, and cost per run from day one.
Use cases
Where this tends to pay off
- Invoice intake through approval and posting to the ledger
- Lead enrichment, scoring, and routing straight into the CRM
- Employee and customer onboarding across every downstream system
- Recurring compliance and reporting packs assembled automatically
Which process would you automate first?
Bring us one workflow that costs your team real hours. We'll tell you honestly whether an agent is the right tool for it — and what it would take to build.