RPA is dead. Long live the reasoning agent.
Agents that read screens, call APIs, make decisions, and repair themselves — automating multi-step enterprise workflows that brittle RPA bots could never survive.
Click-bots break every Tuesday.
Traditional RPA is a house of cards — one UI change, one field rename, one new MFA prompt and your million-dollar automation grinds to a halt. Reasoning agents adapt on the fly, the way humans do.
The Agent Runtime
Six cooperating agents that together form a self-healing workflow engine — replacing hundreds of brittle RPA bots.
Planner
Given a goal in plain English, decomposes it into a dependency graph of sub-steps — and re-plans on the fly if upstream steps fail or the environment changes.
Executor
Runs each step via API, browser, terminal, or desktop UI — with a universal action schema that hides the underlying transport from the reasoning layer.
Observer
Watches screens, log streams, and API responses — turning raw observations into structured state that the planner can reason over.
Healer
When a step breaks, diagnoses the root cause, proposes a fix — updated selector, new credentials, changed schema — and retries without human intervention.
Validator
Enforces policy — no refund above $10k without approval, no data export to unapproved domains, no PII in logs. Every action passes through the validator first.
Handoff
When confidence drops below threshold, gracefully hands off to a human with full context, recommended action, and a one-click resume.
The Agentic Loop
Every workflow runs through six cognitive stages — continuously.
Observe
Perceive current state.
Plan
Decompose the goal.
Act
Execute the next step.
Verify
Confirm expected output.
Reflect
Update the strategy.
Report
Audit the trail.
Built for Production, Not Demos
Four commitments that make agentic automation safe for regulated enterprise workflows.
Self-Healing
Agents detect and recover from UI changes, API breakages, and schema drift — no human escalation for 94% of failures.
Full Audit Trail
Every decision, observation, and action is logged with rationale — exportable to Splunk, Datadog, or your SIEM of choice.
Human-in-the-Loop
Confidence-scored handoffs to humans on ambiguous decisions — with one-click approval and learning from every override.
Policy-Bounded
Hard constraints you can never bypass — amount limits, role-based gates, data classification, time windows, and geographic fencing.
Workflows We Quietly Run
A sample of the back-office processes our agents handle end-to-end, 24/7.
Accounts Payable — End-to-End
Invoice arrives in shared inbox → extract line items → match against PO → flag variances → route for approval → post to SAP → archive. Zero human touch on straight-through invoices.
IT Ticket Triage & Resolution
Agent reads inbound tickets, classifies severity, runs diagnostic scripts, applies known fixes, and only escalates what truly needs a human — closing 3 out of 5 tickets autonomously.
Vendor Onboarding Across 40 Systems
New supplier submitted → compliance screen → create master data in SAP, Coupa, Workday → provision SSO → notify category manager. Previously 3 days across 6 teams; now 20 minutes.
Pick a broken workflow. We'll rebuild it agentic.
Show us an RPA automation that keeps breaking. We'll rebuild it as a reasoning agent in two weeks and run it alongside yours for free.
Automate workflows that fight back.
The only automation platform that keeps running when the UI changes, the API breaks, or the process evolves. Book a live walkthrough.