All verticals

01 / AI

AI Solutions.

Fine-tuned models, custom AI systems, production-grade chatbots, and ML infrastructure. Engineered for measurable business impact — not demos.

  • Models in prod

    12live

  • Eval coverage

    94% avg

  • Time to first demo

    2weeks

  • Hallucination rate

    <1% live

01 / Capabilities

What we build, end-to-end

01

→ live

Custom model fine-tuning

Domain-specific fine-tuning of open-weight and proprietary models. We own data pipeline, training loop, eval harness, deployment.

02

→ live

Enterprise AI chatbots

Production chatbots integrated with your CRM and knowledge bases. Retrieval-augmented, evaluated, not hallucination-prone.

03

→ live

ML pipeline engineering

Training pipelines, feature stores, model registries, MLOps infrastructure designed for production workloads.

04

→ live

Edge AI deployment

Optimized inference on constrained devices — quantization, distillation, hardware-aware compilation.

05

→ live

AI agents

Autonomous agents that perform real work — tool use, planning, memory, safe execution boundaries.

06

→ live

Evaluation & safety

Rigorous eval harnesses, red-teaming, alignment. Shipping AI without eval is shipping blind.

Abstract green data flows.
Layer · 01/04

Models in production

A model only matters once it survives a Friday afternoon.

Photo · UnsplashUnsplash
02 / Stack

Tools, daily-driven

PythonPyTorchTransformersLangChainvLLMCUDAFastAPIPostgreSQLRedisKubernetesAWS SageMakerAnthropic API
03 / FAQ

Honest answers, plain

Both — we advise based on the use case. Proprietary models for general reasoning; open-weight when you need fine-tuning, cost control, or on-prem deployment.

Retrieval-augmented generation, structured outputs, grounding against sources of truth, and eval harnesses with adversarial test cases. We don't ship systems that confidently make things up.

Yes. For regulated industries and sensitive workloads, we deploy to your infrastructure — air-gapped if needed. Full model sovereignty.

Llama 3, Mistral, Qwen, and Gemma for open-weight work. Claude and GPT families via their managed APIs when policy compatibility allows.

Ready when you are

Build it
with us.

Open the configurator pre-filled for ai, or start with a Discovery Sprint for custom scope.

AI Solutions — Stelvox