[ AI / Generative ]

Generative AI Development Services productionised.

Custom generative AI development services — LLM applications, RAG pipelines, fine-tuned models and multimodal generation engineered for production reliability, defensible cost and measurable ROI.

LLMsRAGFine-tuningMultimodal

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Frontier

+ open weights

RAG

Done right

Eval

Driven

Cost-aware

Architecture

[ What we build ]

Engineered for scale.

We build generative AI systems where the impressive demo and the production system are the same artefact. RAG with proper retrieval and reranking. Fine-tuning where it earns its complexity. Multimodal where the use case demands it. And cost models you can defend to a CFO.

[ Features ]

CORE capabilities.

LLM applications

Chat, copilot, summarisation, classification and extraction at production quality.

Retrieval-Augmented Generation

Hybrid retrieval, reranking and grounding on your real data.

Fine-tuning

LoRA, QLoRA and full fine-tunes for narrow, repeatable tasks.

Multimodal generation

Text-to-image, image-to-image, speech, video and structured output.

Evaluation suites

Golden sets, LLM-as-judge, human review and regression detection.

Cost & latency optimisation

Caching, model routing and quantisation tuned to your unit economics.

[ Process ]

HOW WE deliver.

Discovery & data audit

We map the use case, evaluate data readiness and de-risk the AI hypothesis before any model work.

Prototype & evaluate

Rapid prototypes with structured eval sets so we measure quality before scaling spend.

Productionise

Hardened pipelines, guardrails, observability, cost controls and a CI loop tuned for ML.

Operate & improve

Drift monitoring, eval regression suites and a roadmap that compounds model quality over time.

[ Tech stack ]

Tools we trust.

OpenAIAnthropicLlamaMistralLangChainLlamaIndexPineconeModal

[ Why this matters ]

Outcomes you measure.

Generative features that survive real-world inputs
Grounded outputs that reduce hallucination risk
Cost models defensible at scale
Quality measured and improving release-over-release

[ FAQ ]

Common questions.

[ Now booking Q3 2026 ]

LET'S BUILD
YOUR AI advantage.

One async intake, one 30-minute call, one tightly-scoped proposal. No procurement theatre.

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