Case Studies

Production systems, measurable impact

Real systems we have built for real companies. Each case study shows the business problem, the engineering solution, and the measurable results.

YC S24

Saphira.ai

Building the Compliance Automation Platform for Safety-Critical Hardware

Saphira.ai needed a production-grade platform to automate compliance workflows for hardware companies — replacing legacy tools like IBM DOORS. We built their core platform including AI-powered document parsing, automated risk assessments, and full traceability linking requirements to code and tests.

PythonReactNext.jsLLMsNLPPostgreSQLAWS

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10x

Faster compliance cycles

98.5%

Document parsing accuracy

8 wk

Platform delivery

Compliance Platform — Saphira.ai

AI-Powered Safety Compliance for Hardware

Live

Document Parsing EngineDeployed

Risk Assessment AIDeployed

Traceability SystemDeployed

Compliance ReportsDeployed

YC X25Qualgent.ai

Building the AI-Powered Mobile QA Testing Platform

AI agents that mimic real human testers on actual iOS and Android devices. Tests written in plain English with self-learning agents and parallel execution across device farms.

PythonReactComputer VisionLLMs

60x

Faster regression testing

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InsuranceP&C Carrier

Automating Claims Processing for a Mid-Size P&C Carrier

End-to-end claims automation — document intake, AI classification, data extraction, routing, and compliance logging for a carrier processing 10,000+ claims monthly.

PythonFastAPIReactPostgreSQLAWS

80%

Reduction in manual review

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SaaSSeries B SaaS

Building a Unified Data Platform for a High-Growth SaaS Company

Unified data pipeline with real-time ingestion from 15+ sources, a centralized data warehouse, and executive dashboards delivering sub-200ms query latency.

PythonSnowflakedbtAirflowMetabase

2.4M

Records processed daily

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OperationsServices Co.

Custom Operations Dashboard for a Multi-Location Services Company

Custom web application with role-based dashboards, real-time KPIs, automated reporting, and mobile access — replacing spreadsheet-based operations across 25 locations.

ReactNode.jsPostgreSQLAWS

Locations unified

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