From customer data to validated workflows and deployable agent skills.
One lightweight installation captures the day-to-day work that never reaches a database. That includes screen recordings, audio, files, applications, and agent activity.
Connect the customer’s entire SaaS stack alongside it, and Combined handles the processing, identity, permissions, and PII required to make it usable as AI context.
Combined transforms raw customer data into evidence-backed episodes, proofs, decisions, exceptions, and workflows.
It asks employees for clarification, validates what it learns, and produces ready-to-deploy agent skills.
Start with Combined’s ready-made ingestion and learning pipeline, or shape every stage around the way your team already deploys.
Configure data sources, permissions, analysis, review flows, skill outputs, and validation for each customer without rebuilding the underlying infrastructure.
One lightweight installation captures the day-to-day work that never reaches a database. That includes screen recordings, audio, files, applications, and agent activity.
Connect the customer’s entire SaaS stack alongside it, and Combined handles the processing, identity, permissions, and PII required to make it usable as AI context.
Combined transforms raw customer data into evidence-backed episodes, proofs, decisions, exceptions, and workflows.
It asks employees for clarification, validates what it learns, and produces ready-to-deploy agent skills.
Start with Combined’s ready-made ingestion and learning pipeline, or shape every stage around the way your team already deploys.
Configure data sources, permissions, analysis, review flows, skill outputs, and validation for each customer without rebuilding the underlying infrastructure.
FROMevidenceTO OUTCOME
Open a chronological evidence timeline across screen context, audio, human input, agent activity, and memory. Inspect every event’s actor, application, timestamp, artifact, and provenance.
evt_01K7STW11R3BF3F3WNBC5GQZ
Customer context and visible support controls captured before the exception was resolved.
Verified across 1 capture manifest and 1 signed bundle.
No binary artifact is attached to this event.
Combined turns observed episodes into steps, decisions, branches, exceptions, and recovery paths. When evidence is incomplete, the Brain asks an employee for clarification instead of inventing a company rule.
Canonical path and retained branches. Width does not imply frequency because traversal counts are not stored yet.
Compare skill releases against verified business outcomes with sample counts, success rates, attention rates, average scores, and measured impact against baseline.
| Workflow metric | Release | Samples | Verified success | Attention | Average score | Impact vs baseline |
|---|---|---|---|---|---|---|
Resolve order exception Verified business outcome | Order Resolution · v6 release_order_resolution_v6 | 122 | 83% | 7% | 84% | |
Resolve order exception Verified business outcome | Order Resolution · v7 release_order_resolution_v7 | 184 | 94% | 3% | 91% | |
Recover failed fulfillment Verified business outcome | Recovery Agent · v4 release_recovery_agent_v4 | 96 | 89% | 5% | 87% |
Captured with explicit consent. Governed by customer identity, permissions, PII policies, and complete data isolation.
