Delivery Engine

The operating model behind reliable robotic facade cleaning.

ThrawgerAI delivery is built around repeatable rollout stages, quantified service levels, and ongoing optimization loops that keep enterprise sites clean with predictable cost and quality.

Pilot-to-Scale Lifecycle

A structured path from assessment to long-term fleet operations

01

Discovery: Site walkthrough, building envelope constraints, and risk controls are documented.

02

Digital Twin Setup: Glass zones, route boundaries, and service windows are modeled in software.

03

Pilot: Two to four weeks of monitored operation with baseline and target KPI comparison.

Core Service Levels

Operational commitments for enterprise facility teams

  • Route completion SLA with exception handling and escalation paths
  • Uptime-focused preventive maintenance windows
  • Cleaning quality verification with audit-ready logs
  • Monthly optimization reviews with performance trend reporting

Sample 90-Day KPI Targets

  • Robot fleet uptime: 97%+
  • Scheduled route completion: 98%+
  • Cleaning quality acceptance: 99%+
  • Unplanned manual intervention: <4%

Targets are calibrated per building architecture, weather profile, and access complexity.

Control Tower

What operators and facility managers see each day

Live Fleet Status

Unit health, location state, route stage, and battery condition across all active properties.

Exception Queue

Weather constraints, facade access conflicts, and maintenance anomalies with one-click reassignment.

Executive Reporting

Cycle completion, quality score distribution, and monthly cost-per-sq-ft trend lines.

Want to benchmark your current cleaning operation?

We can provide an operations assessment and rollout proposal aligned to your portfolio and SLAs.

Request Operations Assessment