Work that had to survive production.

hours → minutes

editorial effort per article

Time-sensitive editorial content at scale

A grounded generation system producing publish-ready articles at volume, including time-sensitive coverage that has to be live within minutes of the source data landing.

Global media platform

+35%

self-service resolution rate, after 3 months

Secure RAG knowledge base with governance

An LLM interface over sensitive internal documentation, with data kept in-account, access controlled by SSO, and cost governed per user.

Global technology company

2×

partner profile completion rate

AI-assisted user onboarding

An onboarding assistant that drafts profile content from reputable sources, grounded in what the user actually provided, inside a strict latency budget.

Global marketing network

2 weeks

iteration loop, kickoff to real users

Custom AI development for startups and enterprise workflows

Agentic automation embedded into operations or shipped as product features, with the stack chosen to fit the client's existing platform.

Multiple clients

10+ markets

monitored daily in production

Multi-market competitive intelligence and fraud detection

Daily pipelines over millions of competitor data points, plus an entity resolution model improved market by market until the business trusted it.

Global technology company