We design and deploy production-grade AI systems for companies operating in complex, regulated, or data-dense environments.
A technical consultancy focused on durable systems—built to integrate, scale, and survive contact with real operations. We pair deep ML expertise with real-world product thinking to build systems that ship, scale, and generate returns.
Our team has built AI systems at scale — from NLP pipelines processing hundreds of thousands of pages to agentic search across thousands of web domains. We bring that operational depth to every engagement.
Not sure where AI fits? We assess your operations, identify high-leverage opportunities, and build a technical roadmap that connects to real business outcomes — not hype.
We design and build production AI systems end-to-end — from data pipelines to deployment. Purpose-built for your domain, integrated into your stack, and engineered to last.
Every engagement follows a disciplined path from understanding to impact.
Deep-dive into your data, workflows, and objectives. We map where AI creates leverage — and where it doesn't.
Design the technical blueprint — model selection, data strategy, integration points, and success criteria.
Rapid, iterative development with continuous validation. We ship working increments, not slide decks.
Production hardening, monitoring, and knowledge transfer. Your team owns the system from day one.
Real outcomes from real engagements. Names changed, numbers aren't.
Hybrid search + clustering platform for SMB and lower-middle-market acquisitions. The system ingests fragmented listings, normalizes noisy data, and surfaces economically relevant opportunities buyers would otherwise miss.
Platform that generates compliant, on-brand marketing and sales materials from live fund data—adapting outputs to audience, channel, and prior interactions while preserving auditability.
Extraction and validation pipelines for complex financial disclosures (e.g., CIMs, FDDs, investor docs), turning PDFs into traceable, queryable data with field-level provenance.
multilingual news-intelligence system that clusters, summarizes, and contextualizes global reporting—helping users track what actually matters across regions and languages.
Tell us what you're working on. No sales pitch — just a technical conversation about what's possible.