How it works: Gen AI Development
Production LLM applications built to lastWe build full-stack Generative AI applications — RAG pipelines, LLM-powered features, fine-tuned models, and agentic workflows — from prototype to production.
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50+ founders consulted last month
How we work
A battle-tested process refined across 50+ projects — fast, transparent, and built for production from day one.
Use Case Scoping
Define the exact task, inputs, outputs, success criteria, and guardrails.
Data Preparation
Chunk, embed, and index your documents in a vector store optimised for retrieval.
Model Selection & PoC
Benchmark 3–5 candidate models on your actual data; pick the best performer.
Production Build
Streaming responses, caching, fallback logic, and cost controls built in.
Monitoring & Iteration
LLM observability with Langfuse or Arize; continuous improvement loop.
Our tech stack
We pick the best tool for the job — not the one we happen to know. Here is what powers our Gen AI Development engagements.
LLM Providers
RAG Stack
Fine-tuning
Serving & Monitoring
Choose how we work together
No one-size-fits-all pricing. We adapt to your project type, team size, and budget.
Fixed-Price Project
Clearly scoped deliverables, timeline, and price. Zero surprises — you know exactly what you are paying for.
- Detailed scope document
- Fixed-cost proposal
- Milestone-based payments
- 30-day post-launch support
Ideal for: Defined projects with clear requirements
Monthly Retainer
Dedicated hours each month for ongoing development, optimisation, and strategic AI guidance.
- Dedicated senior engineer hours
- Weekly strategy calls
- Priority support SLA
- Monthly roadmap reviews
Ideal for: Growing SaaS and product companies
Team Augmentation
Dedicated engineers embedded in your team — same timezone, same tools, same Slack.
- Full-time dedicated engineers
- Direct Slack/Teams access
- Embedded sprint participation
- Knowledge transfer sessions
Ideal for: Enterprises scaling their tech teams
Let's build something
extraordinary together.
Book a free 30-minute discovery call. No sales pitch — just an honest conversation about your challenge and how we can help.