AI & Data

Generative AI & LLM Solutions

We turn large language models into dependable products: assistants that answer from your documents with citations, AI features embedded in your software and copilots that make teams faster.

Discuss your project See our work

Capabilities

What we deliver

Copilots, knowledge assistants and AI features grounded in your own data.

Knowledge assistants (RAG)

Accurate, cited answers from your documents, wikis and databases.

AI product features

Summarization, generation, classification and semantic search.

Internal copilots

Assistants for sales, support, legal and operations teams.

LLM integration

Model selection, prompt engineering and secure API integration.

Fine-tuning

Adapt models to your domain, tone and data formats.

Evaluation & safety

Benchmarks, red-teaming and monitoring for reliable output.

What's included

Every engagement comes with clear, tangible deliverables you own.

AI opportunity assessment
Data ingestion and vector search pipeline
Model evaluation report
Production API and user interface
Privacy and security review
Quality and cost monitoring

Technologies we use

Claude
OpenAI
LangChain
LlamaIndex
pgvector
Pinecone
FastAPI

How we work

From first call to launch, without the guesswork

A proven, transparent process with clear milestones, weekly visibility and working software every two weeks.

Start with a discovery call

01
Week 0–1
Discovery & strategy
Workshops to align on goals, users and constraints. You leave with a clear scope, roadmap and fixed quote.
02
Week 1–3
UX & UI design
Wireframes, interactive prototypes and polished visual design, validated with you before a line of code.
03
2-week sprints
Agile development
Iterative delivery with a live demo every sprint, peer-reviewed code and automated tests from day one.
04
Release
QA & launch
Functional, performance and security testing, then a monitored, zero-drama production launch.
05
Ongoing
Support & growth
Monitoring, maintenance, analytics and new features, so your product keeps getting better after launch.

Engagement models

Flexible ways to work together

Choose the model that fits your goals, timeline and budget, and switch as your needs evolve.

Fixed-price project

A defined scope, timeline and price. Ideal when requirements are clear and budget certainty matters.

Best for: Websites, MVPs, well-defined products

Dedicated team

A cross-functional team of product, design, development and QA working exclusively on your roadmap.

Best for: Long-term products and platforms

Team augmentation

Specialists who join your existing team to add capacity or expertise in AI, cloud, mobile and more.

Best for: Scaling in-house teams quickly

FAQ