We build AI products that learn from your data, reason inside your domain, and earn their keep in production. From private LLMs to agentic workflows — no demoware, no science-projects, no model worship.
Five focused capabilities, each anchored in a real production problem we've solved more than once. Pick the one closest to your wedge — we'll bring the rest as needed.
Goal-oriented agents that complete real tasks — book, route, escalate, resolve — across your tooling.
tools · memory · guardrailsText, code, image and multimodal generation tuned to your brand voice and operational constraints.
RAG · fine-tune · evalOn-prem and VPC-only deployments — your data, your weights, your network. Zero leakage by design.
on-prem · SOC2 · HIPAARight-sized models for the job — billion-parameter giants where they earn it, slim distilled SLMs where they don't.
distill · quantize · serveFrom forecasting to fraud detection — applied ML that ships into your operations dashboard, not a Jupyter notebook.
forecast · classify · decideThree lanes, one team. We move freely across discovery, build and ship — no waterfall handoffs, no "ask the data team" bottlenecks.
We start where the value is — not where the buzzwords are. Workshops, data audits, and a written AI thesis with executable roadmap.
Fine-tuning, RAG, agents, evaluation harnesses, MLOps. End-to-end engineering, not a notebook thrown over a wall.
Shipping is day one, not day done. We instrument, watch drift, retrain on a cadence, and report business outcomes — not just model scores.
We pick tools that survive the boring middle of a project — well-documented, well-supported, well-loved by the people who use them at 3am.
We've shipped AI in seven verticals. The pattern is always the same: pick the boring high-volume task, automate it well, measure dollar impact, expand.
Fraud scoring in real time, KYC document understanding, conversational underwriting, and AI copilots for analysts that summarize 800-page filings in 90 seconds.
Personalized learning paths, AI tutors that don't just answer but ask back, auto-grading with rubric explanations, and content gap analyzers for curriculum teams.
Clinical-note summarization, prior-auth automation, radiology triage models, and HIPAA-compliant chat agents trained on your protocols — not generic medical trivia.
No 200-page proposals, no "phase 0" theater. A working AI feature in your hands inside six weeks — then we iterate in public.
Stakeholder workshop, opportunity matrix, success metrics agreed in writing.
Audit existing data, design retrieval / training strategy, scope the v1.
Working prototype with real data, evaluated against agreed metrics. Real, not Figma.
Harden the system — guardrails, eval suite, monitoring, infra-as-code. Ship behind a flag.
Drift watch, weekly evals, quarterly retraining, business-outcome reviews.
No splashy launch, no podcast tour — just models that've been in production long enough to be boring, and profitable.
Uplift model picks the right intervention (SMS, call, lawyer) per delinquent account. Beats rules + intuition, every cohort.
Hierarchical forecast across 8.4k SKUs × 140 stores. Replaced spreadsheet + intuition workflow.
YOLO + ViT classifier on the line at a packaging plant. Catches mis-labels, deformed seals, missing caps in real time.
Book a 30-minute data audit. We'll either map a clear path to a working data platform — or tell you, honestly, where to start before the platform.