Austin · Lisbon · KarachiTrust centredev@binarybreach.tech
BinaryBreach
Contact us
Selected work

Clients are described rather than named — most of this work sits under NDA. Every metric quoted is one the client agreed we could publish, and nothing has been rounded up.

Published case studies8Sectors7ReferencesUnder NDA
An engineer debugging against a wall of monitors
3.4×Underwriting throughput
−62%Median inference cost
<20 minMedian time to restore
0Planned downtime windows
Featured
Series C lender · Berlin

Underwriting copilot for a European lender

A retrieval-grounded assistant that reads 400-page credit files and drafts decisions with citations, lifting analyst throughput 3.4×.

  • 3.4×Analyst throughput
  • 1.2sp95 response latency
  • −62%Cost per request after tuning
Industrial manufacturer · multi-site

Edge defect detection across twelve plants

On-device vision inference on commodity hardware, with a central MLOps loop for drift detection and weekly model promotion.

  • 28msInference per frame
  • 0.3%False-negative rate
  • 12Sites in production
Healthcare platform · United States

Clinical data lakehouse & consent engine

HIPAA-grade ingestion for 40M patient events per day, with full lineage, revocable consent and reproducible cohort builds.

  • 40MEvents per day
  • <5 minFreshness SLA
  • Column-levelLineage coverage
Global logistics operator

Autonomous exception handling for freight

An agent fleet that negotiates delays across carrier APIs, email and EDI, escalating to humans only when confidence drops.

  • 71%Auto-resolved
  • −19%Detention cost
  • 24/7Coverage
More work

Payments processor · United Kingdom

Payments observability and reconciliation

Correlated tracing and automated reconciliation across a payment estate, cutting mean time to restore from hours to minutes.

  • <20 minMedian time to restore
  • −74%Pages per on-call week
  • ContinuousReconciliation
Composite insurer · Nordics

Claims intake and triage automation

Document-heavy claims intake automated end to end, with every straight-through decision reconstructable by an ombudsman.

  • −58%Handling time
  • 44%Straight-through processing
  • Same daySimple claim settlement
Omnichannel retailer · Europe

Unified commerce platform replatform

A strangler-fig migration off a monolithic commerce platform, absorbing 20× peak load with a single inventory truth.

  • 20×Peak load absorbed
  • −94%Oversell incidents
  • 0Planned downtime windows
Regional utility · Iberia

Grid demand forecasting and asset health

Meter telemetry at scale feeding demand forecasts and asset-failure prediction, with figures traceable to source readings.

  • <5 minTelemetry to dashboard
  • −31%Forecast error (MAPE)
  • ConditionBased maintenance

Trusted by regulated, operationally critical organisations

  • Top-5 European lender
  • Global logistics operator
  • US healthcare platform
  • Nordic composite insurer
  • Industrial manufacturer, 12 sites
  • Regional utility, Iberia
  • Omnichannel retailer, Europe
  • UK payments processor

Named references available under NDA at proposal stage.

Under NDA we can go considerably deeper — architecture, incident history, what went wrong and what it cost to fix. That conversation is usually more useful than any case study.

Start a conversation