Passively mapping your workflows and showing you exactly what to automate.
Surface undocumented processes and shadow tools your team relies on daily. Invisible to management until now.
"14 undocumented workflows discovered in the first week, with 3 flagged as high automation potential."
Every workflow is scored for automation readiness with recommended tools and time savings. Know exactly where to focus first.
"This 6-step sequence runs 200×/day across the team - 26 hrs/week of automatable work identified."
See exactly how your best employees execute workflows differently. Replicate what works across the whole team.
"Sarah completes invoice processing in 4 min vs. the 11 min team average by skipping two redundant steps."
Spot critical workflows owned by just one or two people. If they leave, the process goes with them.
"Two employees hold the entire vendor reconciliation process. No documentation exists."
The Problem
Most companies operate blind on their own operations. Not because the data doesn't exist, but because surfacing it has always been out of reach.
Interviews and time-motion studies are incomplete, biased by who you ask, and outdated by the time the report is written.
Enterprise process mining tools take 3-6 months to deploy, require deep ERP integrations, and cost $100K+/year before you've automated a single thing.
The most automatable work - manual workarounds, repetitive lookups, data copying - never shows up in your system logs.
How It Works
Lightweight recorders deploy passively across your team. Built-in PII redaction, zero integrations, zero behavior change.
Our vision models process every screen frame as semantic actions with real business meaning. Workflows are discovered automatically — no manual tagging required.
Export workflow intelligence directly, or upgrade to custom-trained agents that work exactly like your best people do.


What Sets Us Apart
No integrations. No consultants. No guesswork.
Screen recording only. Deploy in minutes, not months. No IT project, no workflow definition, no consultant kickoff required.
Vision AI reads every screen frame as a real action. Shadow work, manual workarounds, undocumented steps — all captured.
Plain-English reports feed directly into custom agent training. No analyst required to go from data to action.
Security and data ownership are built into every layer. We deploy to your infrastructure — you keep complete control.

Your workflow data is collected and stored entirely within your cloud account.
Agents run inference inside your VPC on your compute infrastructure.
Sensitive information is automatically redacted from captured workflows before storage.
Employees control when they record. No background surveillance, ever.
Uses your existing identity infrastructure - we never touch passwords.
Choose the engagement model that fits your organization's needs.
Validate ROI with a single workflow
Scale across your operations
Unlimited scale, full control
Deploy in minutes. Surface insights in days. No ERP integration, no setup fee, no commitment.
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