AI use-case discovery
Identify where AI genuinely helps, estimate effort and risk, and prioritise a roadmap you can act on.
ENGINEERING & AI
Put AI to work in real workflows.
We design and build practical AI—assistants, agents, retrieval systems, and automation—around clear use cases, your data, and the human oversight your business needs.
AI & intelligent automation WHAT WE DELIVER
AI & intelligent automation:
what's included.
Engage us for the full scope or only the parts you need. Every engagement starts by understanding your goals, users, and existing systems.
Generative AI applications
Assistants, copilots, and content tools built on models such as OpenAI, Claude, Gemini, and Azure OpenAI.
Retrieval (RAG) systems
Ground answers in your documents and data with search, embeddings, vector databases, and citations.
AI agents & tool use
Agents that call your APIs and systems to complete multi-step tasks, with guardrails and approval steps.
Process automation
Automate repetitive document, email, and back-office work, combining AI with rules and integrations.
Evaluation & governance
Test quality, cost, and safety; add monitoring, logging, and access controls before going live.
WHERE IT HELPS
Common problems
we help solve.
Every organisation is different, but these are situations where this service most often makes a measurable difference.
Not sure where to start?Tell us about your situation and we'll suggest a practical first step.Book a discovery call
Customer support assistants
Answer common questions from your knowledge base and hand over to people when needed.
Internal knowledge search
Help teams find policies, documents, and answers across scattered systems.
Document processing
Extract, classify, and summarise invoices, contracts, forms, and reports.
Sales and marketing support
Draft proposals, product content, and personalised outreach with review steps.
HOW WE WORK
A clear path
from idea to impact.
Short iterations, visible progress, and decisions shared early—so you always know where the work stands.
Discover
Understand goals, users, existing systems, and constraints, then agree scope and success measures.
Design
Shape the solution, architecture, and plan—sharing decisions early so there are no surprises.
Build & test
Deliver in short iterations with regular demos, quality checks, and stakeholder feedback.
Launch & improve
Go live with care, monitor real usage, and keep improving with ongoing support.
TECHNOLOGIES
Tools we use
for this service.
OpenAIAnthropic ClaudeGoogle GeminiAzure OpenAIAWS BedrockLangChainLlamaIndexpgvectorPineconePythonFastAPIHugging Face
See our full technology stack FREQUENTLY ASKED
Questions
we often hear.
Do we need a lot of data to start with AI?
Not usually. Many useful applications work with your existing documents and systems. We assess what you have during discovery and recommend the simplest approach that fits.
How do you keep our data secure?
We design around your security requirements: choosing appropriate model providers and regions, controlling access, avoiding unnecessary data retention, and logging usage.
Can you start with a small pilot?
Yes. A focused proof of concept on one well-defined use case is often the best way to validate value before a wider rollout.
RELATED SERVICES
Often combined
with AI & intelligent automation.
Custom software & SaaS
Design and build digital products around your users, business model, and roadmap.
Cloud, DevOps & architecture
Create reliable technical foundations that support security, maintainability, and growth.
Data platforms & analytics
Build the data foundations needed for reporting, product intelligence, and AI use cases.
START A CONVERSATION
Let's talk about AI & intelligent automation.
Tell us what you want to achieve. We'll suggest a practical first step—project delivery or skilled engineers for your team.