Connect people, systems & AI to outcomes. Measure value. Improve AI.
Connect the full journey. Measure outcomes for analytics, pricing, and operations. See what drives them and improve AI.
Connect the workflow. Measure the outcome. Improve with AI.
01 CONNECT & RECONSTRUCT
See what happened across the whole workflow.
Connect user activity, human work, systems, business data, vendors, and AI into the same journey or case. Follow it from first action to final outcome with a human + AI audit trail.
02 MONITOR OUTCOMES & FIND DRIVERS
Know what is driving the outcome.
Monitor the outcomes that matter. Use them for product analytics, pricing and metering. When something changes, trace it to the journeys and patterns behind it.
03 INTRODUCE & IMPROVE AI
Use what you learn to introduce or improve AI.
Use real cases, outcomes, and expert judgment to decide where AI should help, improve AI already in the workflow, and measure whether the change worked.
The driver may be a person, system, data, vendor, process, or AI. DataFramer finds it first. AI is one possible fix.
Measure the result in business terms.
Grow revenue
- Completion
- Conversion
- Retention
- Revenue
Lower operating cost
- Cycle time
- Rework
- Cost per completed case
Reduce human effort
- Manual touches
- Corrections
- Escalations
Improve quality & control
- Errors
- Customer outcomes
- Risk
- Auditability
Price & monetize
- Usage
- Work units
- Completed outcomes
- Value delivered
Human + AI audit trail
Follow recorded decisions, corrections, handoffs, AI activity, and outcomes.
Your data, your control
Support hosted deployment or a customer-hosted data plane.
Security & compliance
Bring one important workflow into focus.
Connect the workflow, understand what drives the outcome, and use what you learn to introduce or improve AI.