Frictera
Book a Friction Review

Find the friction.
Prove the gain.

Frictera identifies operational bottlenecks, applies governed automation, and measures the improvement — while keeping consequential decisions under human control.

Book a Friction Review See how Frictera works
Starting with Property Operations
  • Human-controlled
  • Evidence-backed
  • Works with existing systems
  • Measurable
How Frictera works

Find where work is being lost.

Most businesses do not need another disconnected system. They need visibility into where their existing workflows create delay, repetition and missed opportunity.

1 Observe
2 Find the friction
3 Measure
4 Automate
5 Human approval
6 Prove the gain
Industries

One platform. Multiple operational verticals.

Frictera starts with property operations and expands into adjacent sectors where operational intelligence and governed automation create measurable value.

Available now

Property

  • Enquiry handling
  • Maintenance triage
  • Missing-information detection
  • Follow-up preparation
  • Operational evidence
In development

Recruitment

  • Candidate and vacancy intake
  • Missing-information detection
  • Coordination
  • Human-reviewed follow-up
In development

Trades & Home Services

  • Quote requests
  • Job intake
  • Scheduling preparation
  • Missed-enquiry recovery
Planned

Professional Services

  • Client intake
  • Document collection
  • Workflow hand-offs
  • Status preparation
Property Operations

Turn property enquiries into reviewed actions in minutes, not hours.

Frictera helps letting and property-management teams classify enquiries, identify missing information, prepare appropriate responses and preserve evidence — while keeping the operator in control.

Intelligent intake

Enquiries are classified, validated and prioritised so operators know what to handle first.

Human-reviewed drafting

Every response is prepared as a draft for operator review. Nothing leaves your business without explicit approval.

Missing-information detection

Frictera spots what is missing and asks for it clearly, reducing back-and-forth and improving first-response quality.

Escalation signals

Potential emergency indicators are flagged for immediate human review.

Evidence trail

Every classification, recommendation, draft and decision is preserved for audit, review and continuous improvement.

Impact estimates

See potential time and handling impact based on your own volume and workflows — clearly labelled as estimates.

Designed for a bounded pilot without replacing your existing systems.

Demonstration

See Frictera in action

Follow a realistic property enquiry from intake through classification, missing-information detection, response preparation and human review.

  • Demonstration data only
  • No real customer information
  • No external message is sent
Enquiry → Classify → Missing data → Draft → Human review → Evidence

Request the demo

Evidence and Control

Built to be controlled, observable and measurable.

Engineering evidence from the current Frictera demonstration. These are technical validation points, not customer performance outcomes.

Engineering Evidence
122 Focused Node demo tests

Enquiry validation, classification, recommendation and response-draft coverage.

Demonstrated
58 Python scoring tests

Scoring and measurement logic independently validated.

Demonstrated
Human-controlled

Consequential decisions remain with the operator. No autonomous external dispatch.

Implemented
Evidence-first

Classification and approval evidence is preserved for review.

Implemented
Bounded

Start with one workflow before expanding scope.

Implemented
Pilot

Start with one workflow.
Prove the result before expanding.

Pilot programmesFrom £1,500

  • Discovery and workflow mapping
  • One bounded workflow
  • Governed automation
  • Testing
  • Before-and-after measurement
  • Outcome report
  • Agreed correction period
Discuss your workflow
Book

Book a Friction Review

Tell us about the workflow causing the most friction and we will arrange a focused review.