AI Development & Automation Services
Practical AI that removes real work — LLM-powered apps, agents and automation wired into the tools your business already uses.
What we do
We build AI that ships to production, not demos. That means LLM-powered features, retrieval-augmented (RAG) assistants over your own data, autonomous agents and automation pipelines that plug into your existing workflow — CRM, docs, support, reporting. We handle the unglamorous parts too: evaluation, guardrails, monitoring and cost control, so the system stays reliable after launch.
Capabilities
LLM Apps & Assistants
Chat and copilot experiences grounded in your data with RAG, so answers are accurate and cite their source.
AI Agents
Multi-step agents that take actions across tools — qualify leads, process documents, draft replies, update records.
Workflow Automation
Automate repetitive back-office work — data entry, classification, summarisation and reporting — with a human in the loop.
Custom ML
Recommendation, ranking, forecasting and computer-vision models when an off-the-shelf LLM isn't the right tool.
Data & Retrieval
Vector search, embeddings and clean data pipelines that make your knowledge base usable by AI.
Eval, Guardrails & Ops
Evaluation harnesses, safety guardrails, monitoring and cost optimisation so production AI stays trustworthy.
Tech we use
Frequently asked questions
Can AI work on our private company data?+
Yes — using retrieval-augmented generation (RAG), the model answers from your documents and databases without that data being used to train third-party models. Access controls and citations are built in.
Which AI models do you use?+
Whatever fits the job — OpenAI, Anthropic Claude, open-source models, or a mix. We stay model-agnostic so you're never locked in and can optimise for cost and quality.
How do you keep AI reliable?+
Every system ships with an evaluation harness, guardrails, logging and monitoring, plus a human-in-the-loop for high-stakes actions. We measure quality before and after launch.
What can we realistically automate?+
Support responses, document processing, lead qualification, data extraction, summarisation and reporting are common wins. We start with a discovery call to find the highest-ROI use case.
Other things we build
Software Development
From lean MVPs to production-grade platforms — we design, build and ship custom software that your team can actually run.
ExploreDevOps & Cloud
Infrastructure that stays out of the way — automated pipelines, scalable cloud and monitoring so your team ships without fear.
ExploreWeb Development
Fast, modern web apps that convert — Next.js and React front to back, engineered for speed, SEO and scale.
ExploreHave a project in mind?
Tell us what you’re building. We’ll scope it with you and give an honest answer on timeline and cost.