Work — Quiet systems, measurable outcomes

Selected engagements, anonymized at the client's request. The systems behind them are still running.

| Sector | Region | Scope | Outcome |

|---|---|---|---|

| Property management ops | North America | 800+ units | 70% reduction in routine response time |

| Real estate brokerage | North America | 40 agents | 25 hours/week saved across the team |

| Professional services firm | Europe | Document intake automation | From three days to three minutes |

| Internal AVM | Confidential | Proprietary valuation model | In production |

Detailed case studies are shared under NDA on request during a discovery call.