Autonomous Workflow Agents
RPA is brittle. Reasoning agents adapt on the fly. Agents that read screens, call APIs, make decisions, and repair themselves — automating multi-step enterprise workflows that traditional RPA bots could never survive.
The Agent Runtime
Six cooperating agents planned to form a self-healing workflow engine — replacing brittle, rules-based RPA.
Strategy Agent
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.
Action Agent
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.
Perception Agent
Observer
Watches screens, log streams, and API responses — turning raw observations into structured state that the planner can reason over.
Recovery Agent
Healer
When a step breaks, diagnoses the root cause, proposes a fix, and retries without human intervention.
Guardrail Agent
Validator
Enforces policy — spend limits, data-export rules, PII handling. Every action passes through the validator first.
Human Loop Agent
Handoff
When confidence drops below threshold, gracefully hands off to a human with full context and a one-click resume.
Built for Production, Not Demos
Self-Healing
Agents designed to detect and recover from UI changes, API breakages, and schema drift with minimal human escalation.
Full Audit Trail
Every decision, observation, and action logged with rationale — exportable to your SIEM of choice.
Human-in-the-Loop
Confidence-scored handoffs to humans on ambiguous decisions, with one-click approval.
Policy-Bounded
Hard constraints you can never bypass — amount limits, role-based gates, data classification, time windows.
Roadmap Scenarios
Back-office processes this runtime is being designed to handle end-to-end.
Accounts Payable — End-to-End
Invoice arrives in shared inbox → extract line items → match against PO → flag variances → route for approval → post to ERP → archive.
IT Ticket Triage & Resolution
Read inbound tickets, classify severity, run diagnostic scripts, apply known fixes, and escalate only what truly needs a human.
Vendor Onboarding Across Systems
New supplier submitted → compliance screen → create master data across systems → provision SSO → notify category manager.