Applied AI & LLMs
Production-grade generative AI: fine-tuned models, retrieval pipelines, and autonomous agents wired into your real workflows and guardrails.
We build the applied AI, data platforms, and enterprise software that push your systems past the threshold — where raw capability turns into force that actually moves the business.
At 211°F, water is merely hot. At 212°F, it boils — and boiling water makes steam. Steam once powered locomotives across continents. That single degree is the entire difference between potential and propulsion.
Most enterprise technology stalls at 211°. It's capable, expensive, and almost working. We exist to find that last degree — the model that ships, the pipeline that holds, the system that finally moves — and apply it with discipline.
“We don't sell heat. We deliver the boiling point.”
Six capabilities, delivered by senior teams who own outcomes end to end — from the first workshop to the on-call rotation.
Production-grade generative AI: fine-tuned models, retrieval pipelines, and autonomous agents wired into your real workflows and guardrails.
Streaming and batch pipelines, feature stores, and MLOps that keep models fed, monitored, and retraining without a heroics budget.
Modernization, migration, and platform engineering on AWS, Azure, and GCP — with IaC, observability, and cost control built in from day one.
Decisioning and workflow orchestration that removes the manual middle — combining rules, ML, and human-in-the-loop where it counts.
Custom platforms and internal tools engineered for scale, security, and the next decade — not just the next demo. Built to be handed over.
Advisory that turns strategy into a running roadmap — architecture, org design, and change management measured against outcomes, not decks.
Our delivery platform gives every engagement the same production backbone — so the AI you prototype on Friday is the AI running under SLA on Monday.
Domain-fluent teams that speak your regulations, your data, and your margins — from the first conversation.
A four-stage engagement that adds energy deliberately — no leap of faith, just a controlled climb to 212°.
We pressure-test the problem, the data, and the ROI before writing a line of code.
A production blueprint — models, infra, and guardrails scoped to your reality.
Senior squads ship in tight iterations, integrating with your stack as they go.
We harden, monitor, and hand over — so the boil sustains long after we leave.
They found the one degree three vendors missed. Our fraud models went from a promising pilot to the system our risk desk now runs on — in a single quarter.
Book a working session with our team. We'll map the last degree between what your technology can do and what it actually delivers.
Whether it's a stalled AI pilot or a decade-old platform that needs to move, start the conversation. We reply within one business day.
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