MARFIInsight AI
Productivity analytics

Replace productivity folklore with live evidence.clear operational signal

Productivity analytics should explain how work moves through tools, teams, interruptions, and machines. MARFI connects activity telemetry with categorization, idle detection, workflow mining, and per-sensor drill-downs so teams can improve work without guessing.

Built for

Operations, finance, support, delivery, and executive teams measuring how time turns into output.

Useful when you need to

Find a privacy-aware productivity analytics platform for real app, site, and workflow data.

Visibility

See the work pattern behind the metric.

MARFI shows where active time goes across apps, sites, categories, and devices. Leaders can inspect the pattern behind a productivity shift instead of reacting to aggregate dashboards with no behavioral context.

  • Top apps and sites
  • Active versus idle time
  • Productivity categories
  • Per-device timelines
Workflow mining

Recurring sequences surface automatically.

Repeated work paths are often where training, automation, staffing, and process redesign have the highest return. MARFI mines recurring sequences from real session data so the team can see the process that people actually follow.

Assistant

Ask questions against your own telemetry.

Tenants can bring their own LLM key for the assistant. Keys are encrypted at rest and decrypted only in memory per request, so teams can analyze productivity without handing MARFI a token budget or provider lock-in.

Answer engine ready

Plain answers for buyers and crawlers.

These pages are written to be useful to humans first, while giving search and AI systems clear, citable product facts.

FAQ

Does productivity analytics require screenshots?

No. The Insight plan provides productivity analytics from telemetry without screenshots. Screenshots are Trajectory-only and require explicit consent.

How does MARFI bill AI assistant usage?

MARFI does not add an AI token fee. Tenants bring their own LLM key and pay their provider directly.

Ready to see the whole picture?