Copy-paste between systems, chased approvals, spreadsheets emailed at month-end. We map the workflow, automate the mechanical parts and leave humans with the decisions.
What you get
Workflow orchestration that removes repetitive work, connects every tool you use and lets your team focus on what matters.
- Process map + opportunity list
- Automation workflows
- Integration layer
- Exception & review queues
- Operations dashboard
- Runbooks for your team
60%
Typical manual-step reduction
0
Silent failures
Full
Audit trail
Six things we do inside every engagement of this type. Not a menu, a standard.
Process mapping
We shadow the actual workflow, including the undocumented workarounds, before proposing a single automation.
System integration
CRM, ERP, accounting, ticketing and email connected through resilient, idempotent jobs rather than brittle scripts.
Document processing
Invoices, contracts and forms parsed, validated and routed with confidence scoring and human review where it matters.
Approvals & routing
Multi-step approvals with escalation, delegation and deadlines, visible to everyone involved.
Scheduled operations
Reconciliations, exports, syncs and reports that run reliably and shout loudly when they do not.
Monitoring & recovery
Every job observable, every failure retried or surfaced. Automation you cannot see is automation you cannot trust.
Four principles that shape every decision on this kind of work.
- 01
Observe the reality
We watch the process as performed, not as documented. The gap between the two is where the savings live.
- 02
Automate one path
The highest-volume path goes first, running in parallel with the manual process until it earns trust.
- 03
Design for exceptions
The 5% of cases that do not fit get a clean human queue, not a silent failure or a wrong result.
- 04
Measure and expand
Hours saved and error rates are tracked from day one, and the next workflow is chosen on evidence.
Typical stack
Chosen for the problem, not the CV.
We default to boring, well-supported technology and reach for something exotic only when the problem genuinely requires it.
- Node.js
- Temporal
- n8n
- PostgreSQL
- Zapier
- Claude API
- Resend
In our experience it replaces the parts of jobs people dislike: rekeying, chasing, reconciling. The teams we work with redeploy the recovered hours rather than the headcount, and adoption goes far better when that is stated openly up front.
Send us the brief: scope, timeline and budget range. We'll come back with an honest response and a first-pass approach within two working days.