AI Consultancy & AI Software Development in Suffolk & the UK
LLM integrations, automation and AI features built for real workflows.
AI Automation
Automate manual processes with intelligent workflows and assistants.
AI-Enhanced Products
Embed AI features into your app—search, recommendations, summarisation, and more.
Data & Insights
Extract insights from documents and datasets to support better decisions.
Safe & Scalable
Build AI systems with guardrails, monitoring, and predictable costs.
We help businesses apply AI in real workflows—LLM integrations, automation and AI-powered features—designed with privacy, safety and measurable ROI in mind.
What is AI Development?
AI development is the process of integrating machine learning and modern AI capabilities into products and workflows.
We focus on practical, measurable applications—improving speed, accuracy, and customer experience without unnecessary complexity.
Our Approach to AI Development
- Use-case discovery (ROI, constraints, success criteria)
- Data and workflow design (inputs, outputs, privacy, safety)
- Prototype and validation (fast experiments, real-world testing)
- Build and integration (APIs, apps, automation, internal tools)
- Monitoring and iteration (quality, costs, feedback loops)
We treat AI like any other product feature: tested, measurable, and designed to be reliable in production.
Benefits of AI for Modern Businesses
Applied correctly, AI can deliver significant value:
Reduced manual workload and faster turnaround times
Improved support and customer response quality
Better access to internal knowledge and data
More consistent processes and fewer human errors
New product capabilities and differentiation
We prioritise safe, measurable AI implementations that support your team—not replace it.
Our AI Delivery Process
A pragmatic process that moves from use-case to production safely.
Discovery & Feasibility
We define the use-case, success metrics, and constraints like privacy, latency, and cost.
Prototype
We build a prototype to validate quality and ROI using real data and workflows.
Build & Integrate
We integrate AI into your product or processes with the right guardrails and UX.
Monitor & Improve
We monitor outputs, evaluate quality, control costs, and iterate using feedback loops.
Who We Work With
We support teams who want to apply AI to real processes—not just experiments.
Businesses automating support and internal admin workflows
Teams improving search and knowledge retrieval
Companies extracting data from documents and emails
Product teams adding AI features to web apps and platforms
Organisations needing AI guardrails and observability
If you have a clear workflow bottleneck or data challenge, AI can often deliver immediate efficiency gains.
Supporting Businesses Across Suffolk & the UK
We help teams across Suffolk and the UK implement AI responsibly with clear ROI, strong engineering foundations, and ongoing optimisation.
Technology & Platforms
Modern AI tooling with a focus on reliability and safety.
We use modern AI APIs and proven engineering patterns to deliver production-ready systems.
AI capabilities
- LLM integrations (assistants, summarisation, extraction)
- Retrieval-augmented generation (RAG)
- Classification and routing
- Document processing workflows
Engineering foundations
- API-first architecture
- Secure data handling and access control
- Observability and evaluation
- Cost controls and caching strategies
Integrations
- CRMs, helpdesks, and support workflows
- Internal tools and dashboards
- Knowledge bases and document stores
- Automation pipelines
Related Services
Related Case Studies
Frequently Asked Questions
Not always. Many AI solutions can be effective with existing documents and structured data, especially with strong workflow design.
Yes. We can integrate AI into existing web apps and internal tools, including search, summarisation, and automation workflows.
We design for secure data handling, access control, logging, and guardrails—then monitor and evaluate outputs over time.
Explore AI for Your Business
If you’d like to automate workflows or add AI capabilities to your product, we can help you identify the best opportunities and build safely.
