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S1Custom LLM Features
Chatbots, copilots, semantic search, and content generation wired directly into your product.
AI & Machine Learning
Production AI, engineered to ship.
LLM features, agents, retrieval systems, and ML — built with evaluation harnesses, latency budgets, and cost guardrails from day one. Not demos.
01The Problem
Most AI demos never survive production.
Notebooks, hallucinating pipelines, and prompt hacks duct-taped together. We engineer for reliability before the first line of model code is written.
02The Method
Grounded in your data, measured before it ships.
Every feature ships with an eval harness. Success metrics are defined up front, then iterated against — not against vibes. Retrieval is benchmarked, not hoped.
03The Result
AI that compounds, not collapses.
Prompt version control, drift monitoring, and A/B rollout built in. Your AI gets measurably smarter in production — and we stay on until the metrics prove it.
Pipeline — ActiveEval — Running
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01What we buildEverything you need to ship
Everything you need to ship
real AI — under one roof.
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S2AI Agents & Automation
Autonomous, tool-using agents that execute multi-step workflows and automate operations end to end.
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S3RAG & Knowledge Systems
Retrieval pipelines and vector search that ground models in your private data — no hallucinations.
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S4Machine Learning Models
Custom predictive, recommendation, forecasting, and computer-vision models trained on your data.
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S5AI Integration
Drop intelligence into the tools you already run — APIs, CRMs, support desks, and internal apps.
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S6MLOps & Evaluation
Eval harnesses, monitoring, drift detection, and CI/CD so your AI stays reliable in production.
3–6wk
To first prototype
100%
Features ship eval-backed
24/7
Drift & quality monitoring
∞
Iterations until it works
02How we workFrom idea to production
From idea to production
in five deliberate steps.
01Discover
We map the problem, your data, and success metrics before touching a model.
02Prototype
A working proof-of-concept in weeks, tested against real inputs — not slideware.
03Evaluate
Every output measured against an eval harness: accuracy, latency, and cost.
04Ship
Hardened, integrated, and deployed into your production stack with guardrails.
05Monitor
Drift detection and continuous evals keep it improving long after launch.
Built on the tools that matter
OpenAIAnthropicLlamaLangChainLlamaIndexvLLMPyTorchTensorFlowPineconepgvectorHugging FaceRay
Ready to ship?
Turn your AI idea into production reality.
From a discovery call to a fully deployed intelligent product — we move fast and build things that last.