Services

AI engineering, end to end

From a first feasibility read to a running, monitored system — with the same senior team throughout.

AI Product Engineering

We design and ship LLM-powered products — copilots, assistants and agents — from prototype to production, with evaluation baked in.

RAG & retrievalAgentic workflowsEvaluation & guardrails

Machine Learning & Data

Custom models and data pipelines for prediction, ranking, classification and forecasting, tuned to your metrics.

Modeling & trainingFeature pipelinesExperiment tracking

MLOps & Deployment

We put models into production reliably — CI/CD, monitoring, versioning and cost controls — so they keep working after launch.

CI/CD for modelsMonitoring & driftCost optimization

AI Strategy & Discovery

A short, structured engagement to find the highest-value use cases, de-risk them, and produce a costed roadmap.

Use-case mappingFeasibility & ROIRoadmap

Custom Software Development

Full-stack web and backend engineering around your AI — APIs, dashboards and the product surface your users actually touch.

Web apps & APIsDashboardsIntegrations

Integrations & Automation

We connect models to your systems — CRMs, data warehouses, vector stores and third-party APIs — securely.

Vector databasesWorkflow automationSecure connectors
Engagement models

Ways to work with us

Discovery sprint

1–2 weeks

A structured assessment of your use cases with a costed, prioritized roadmap.

Scoped pilot

3–6 weeks

A working prototype validated against a real evaluation set, with a go/no-go recommendation.

Production build

6+ weeks

The full system engineered, evaluated, deployed and handed over — code and models included.

Support & MLOps

Monthly

Monitoring, evaluation, model updates and improvements under a support retainer.

Technology

Our engineering stack

Models & frameworks

PyTorchTensorFlowscikit-learnHugging FaceLangChainLlamaIndex

LLM providers

OpenAIAnthropicMistralOpen-source (Llama)

Data & retrieval

PostgreSQL / pgvectorPineconeSnowflakedbtKafka

Product & platform

PythonTypeScriptReact / Next.jsNode.jsFastAPI

Cloud & MLOps

AWSGCPDockerKubernetesMLflowTerraform

We choose tools per project based on cost, latency, privacy and quality — not fashion.

Have a use case in mind?

Book a short call and we'll tell you honestly whether — and how — AI can help.