Connect people, systems & AI to outcomes. Improve AI.

Connect people, systems, data, and AI. Find what drives outcomes, where to add or improve AI, and verify.

USERS Clicks · Retries Submissions · Drop-offs Uploads · Purchases TEAMS Reviews · Overrides Approvals · Corrections Decisions · Escalations AI AGENTS In-house · Vendor Copilots · Agents Models · Tools DATA Revenue · Cost Status · Milestones Conversion · Cycle time SYSTEMS CRM · Backend Claims · Payments ERP · Support Connect & Reconstruct Journeys Unified view & Audit trail Monitor Outcomes & Find Drivers Revenue, cost, quality, cycle time, risk Introduce & Improve AI Change, measure, learn Repeat

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.

A journey in DataFramer, reconstructed from user, human, system, vendor, data and AI activity

02 MONITOR OUTCOMES & FIND DRIVERS

Know what is driving the outcome.

Monitor the outcomes that matter. When something changes, trace it to the affected journeys and the recurring people, systems, data, vendor, or AI patterns behind it.

DataFramer executive dashboard with an Analyst Override Rate chart and the list of journeys 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.

Finding71% of slow applications have a human correcting AI output at Verify docs
ChangeFix extraction on the failing document types
Measured resultCycle time 9.2d → 6.1d on the same journeys

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

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

SOC 2 Type II Certified HIPAA Compliant

Bring one important workflow into focus.

Connect the workflow, understand what drives the outcome, and use what you learn to introduce or improve AI.