AI development that ships to production — not to a demo.
LLM integrations, retrieval-augmented generation, agentic workflows, and applied machine learning built into real products your customers use every day.
Service definition
AI development is the design, engineering, and deployment of production software that uses large language models, retrieval systems, or machine learning to automate work, generate content, or personalise experiences. WH Studio builds LLM-powered features, RAG pipelines, and agent workflows on top of secure, observable architectures — not proofs of concept.
What you get
- LLM features shipped inside your existing product (chat, copilots, structured extraction)
- RAG pipelines over your private docs with vector search and evaluation harnesses
- Agent workflows for support, ops, and internal tools with human-in-the-loop review
- Model routing across OpenAI, Anthropic, and open-source with cost + latency budgets
- Guardrails, prompt-injection defence, and eval suites so quality holds under load
- MLOps: observability, cost dashboards, versioning, and safe rollout gates
Explore this cluster
Deep-dive pages on scope, pricing, and delivery.
AI Development Service
Full scope, tech stack, and engagement model.
MVP Development
Ship an AI-first MVP in 6–10 weeks.
SaaS Development
Embed AI into a scalable SaaS platform.
API Development
Expose LLM features as clean, versioned APIs.
Fractional CTO
AI strategy and hiring for early-stage teams.
Pricing
Transparent developer rates and engagement tiers.
Related resources
Frequently Asked Questions
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