Business Process Automation
Map your actual workflow, then automate the repetitive parts of it end to end — not just one isolated step.
What this is
Most automation projects wire up a single tool and call it done. We map the full workflow first — every handoff, approval, and data entry point — then automate across the whole chain so work actually moves without someone manually bridging the gaps between tools.
Who it's for
- Operations teams doing the same multi-step process manually every week
- Companies whose tools don't talk to each other, so someone re-keys data between them
- Growing teams where manual process is starting to break under volume
The problem
A real business process usually spans multiple tools — a form, a spreadsheet, an email, a CRM update, an approval step — with a person manually bridging each handoff. It works at low volume and breaks (or burns someone out) as volume grows.
What it automates
- Multi-step approval and intake workflows
- Data synchronization between systems that don't natively integrate
- Scheduled reporting and reconciliation tasks
- Notification and follow-up sequences tied to status changes
How it works
Process mapping
We document the workflow exactly as it happens today, including the manual workarounds nobody put in the official process doc — using the same structured mapping notation (BPMN 2.0) that's become the standard way to document business processes precisely (see: https://www.omg.org/spec/BPMN/2.0/).
Automation design
Identify which steps are pure rule-following (automate directly) vs. which need judgment (route to a human with everything pre-filled).
Build & connect
Wire the workflow across your existing tools using their APIs, with error handling at every handoff — not just the happy path.
Monitor & harden
Run in parallel with the manual process briefly, fix edge cases surfaced by real volume, then fully cut over.
What it integrates with
What implementation involves
Discovery (1-2 weeks)
Full process mapping including edge cases and exceptions.
Build (2-6 weeks depending on scope)
Automation build with explicit error handling per step.
Parallel run
New automation runs alongside the manual process to catch gaps before cutover.
Cutover & monitor
Full handoff with monitoring/alerting on failures.
Limitations — honestly
- A genuinely undefined or constantly-changing process should be stabilized before it's automated — automating chaos just makes it fail faster
- Judgment-heavy steps are routed to humans with context, not removed entirely
- Depends on API access to the systems involved — some legacy or on-premise tools need extra integration work
Realistic outcomes
- Removes manual re-keying between systems
- Cuts process cycle time by removing wait-for-a-person handoffs
- Creates an audit trail the manual process usually didn't have
Frequently asked questions
That's normal — process mapping is the first phase specifically because most 'documented' processes don't match what actually happens day to day.
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