Capability

Stop pasting between tabs for a living.

Agentic automation of the multi-step processes that eat your team's day. Reading emails, matching invoices, filing claims, routing tickets, escalating exceptions. AI does the boring bits; humans decide the ambiguous ones.

70–90%Of steps automatable
Minutes → secondsPer instance
Human-in-loopFor judgment calls
Durable, observable, retryable.
Built on workflow engines that don't lose state when something breaks.
Trigger Email · Webhook Schedule · Queue Planner Decompose intent Pick tools + order Tool executor ERP · CRM · Email DB · API · Browser HIL gate Confidence < threshold Escalate to human Commit Post to system Notify · audit Durable state · retries · timeouts · idempotency Audit log · traces · cost per run · SLA monitoring
Operations, before and after.
Before

Manual ping-pong between 5 systems.

  • Ops team spends 4–6 hours/day on copy-paste work.
  • Errors creep in at the transcription step — quiet, costly.
  • Turnaround times are measured in hours or days.
  • Night shifts are needed just to keep up with backlog.
  • "Who's covering this when Mary's on leave?" is a real question.
After

Run 24/7. Humans handle what matters.

  • Routine steps (parse, match, file, post) happen in seconds.
  • Ambiguous or high-risk cases auto-escalate with context.
  • Turnaround measured in seconds. Backlog disappears.
  • Team shifts from processors to reviewers & exception handlers.
  • Every step is logged, reversible, and attributable.
Proven, not exotic.
Temporal
LangGraph
Prefect
n8n
Zapier
Postgres
Redis
OpenAI
Anthropic
Playwright
Make
OpenTelemetry
The same capability, three ways.
In an Audit

Process mining & scoring

We observe 3–5 candidate workflows, quantify hours and error rates, score automation-readiness, and recommend which ones are ready to ship versus which need process cleanup first.

In an Integration

One workflow, productionised

The highest-value workflow, automated end-to-end in your stack with durable state, retries, HIL escalation, and observability. Typical: invoice matching, claim processing, order routing.

In a Transformation

Process fabric across the org

A reusable platform with 5–10 automated workflows, shared tool library, centralised HIL dashboards, and unit economics per workflow. Ops teams become operators, not processors.

A run, visualised.
workflows.ops — Invoice matching · run #24,918
Fetched email · supplier@acme.co.ke
82ms
Parsed PDF · INV-2026-8842 · KES 187,500
1.4s
Matched PO · PO-2026-8180 · 3-way confidence 0.96
440ms
Posting to ERP · vendor_payables
Notify approver · queued
Exception lane: 2 runs today escalated to Mary for discrepancy review.
Pick one workflow. Automate it.
We'll scope a specific workflow, build it in 6–10 weeks, and ship it into your stack with full observability.