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AI Development

We design and fine‑tune models around your data and constraints—from classical ML to modern LLM/RAG systems—with safety and observability built‑in.

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Modeling & eval

Data pipelines, features, and offline/online evaluation.

RAG systems

Indexing, embeddings, retrieval strategies, and guardrails.

MLOps

Deployment, monitoring, drift alerts, and cost management.

Search & Q&A (RAG)

Document summarization

Content classification

Entity extraction

Forecasting & scoring

Personalization

How we work

1

Discover

Business outcomes, data landscape, feasibility.

2

Design

Evaluation plan, data contracts, safety policy.

3

Prototype

Spike models/approaches with rapid A/B eval.

4

Build

Pipelines, services, and observability.

5

Launch

Gradual rollout with guardrails.

6

Improve

Closed‑loop feedback and cost tuning.

Safety

PII handling, redaction, moderation, jailbreak/TOX tests.

Metrics

Quality, latency, cost, drift, and business KPIs.

Documentation

Model cards, prompts, versioning, and runbooks.

Have data and a use case in mind?

Tell us about your objective and constraints. We’ll propose an approach and timeline, then follow up with a detailed plan.

Contact us