Fixed-scope build
Defined deliverable · weeks to months
A specific system, scoped up front and delivered. You know what you are getting, what it costs, and when it lands.
GenAI, software and data
Choose the work you want to move forward.
From a single workflow for a small business to an organisation-wide AI programme. We shape the scope around the problem, the people using the system and the budget available.
AI agents & workflow automation
Your team repeats the same steps across emails, documents and business tools.
Connect the steps in a business process, with AI where it helps and human approval where it matters.
What we can deliver
- A scoped workflow and system integrations
- Review steps, exception handling and handover
- A useful starting point
- One repeatable process, examples of the inputs and the tools your team uses.
- Measures to agree together
- Time per completed task, exception rate and operating cost.
Company knowledge assistants
Useful answers are scattered across documents and internal systems.
Help people find and use company knowledge with source references and access controls.
What we can deliver
- Retrieval connected to agreed knowledge sources
- Source-linked answers and an evaluation set
- A useful starting point
- A set of documents, typical questions and a clear view of who can access what.
- Measures to agree together
- Answer usefulness, source accuracy and time spent finding information.
Document processing
People spend time reading, classifying and re-entering information.
Extract and organise information from documents, with validation and a review queue for exceptions.
What we can deliver
- Extraction and validation for agreed document types
- A review workflow and connection to the destination system
- A useful starting point
- Representative documents and the fields or decisions your process needs.
- Measures to agree together
- Field accuracy, review effort and the share of documents needing correction.
AI applications & copilots
You have an idea for an AI product or a useful feature in an existing application.
Build an application around a real user task, from interface and integrations through to deployment.
What we can deliver
- A focused application or feature with agreed acceptance checks
- Deployment, usage guidance and handover
- A useful starting point
- The user, the task they need to complete and the systems the application must work with.
- Measures to agree together
- Task completion, user adoption and cost per successful task.
AI evaluation & improvement
An existing AI prototype is unreliable, slow or too expensive to run.
Find the failure modes, establish a baseline and improve the parts that prevent useful adoption.
What we can deliver
- An evaluation set and a prioritised improvement plan
- Targeted changes with before-and-after checks
- A useful starting point
- Your current system, examples of failures and the quality or cost target.
- Measures to agree together
- Output quality, latency, cost and human review burden.
AI opportunity assessment
You want to use AI but need to decide where to start.
Compare candidate workflows, data readiness and implementation effort to scope a useful first project.
What we can deliver
- Prioritised opportunities with explicit cost and value assumptions
- A proposed first build and its acceptance criteria
- A useful starting point
- The work that takes time today, the people involved and the tools already available.
- Measures to agree together
- A clear investment decision, with an agreed baseline for the first build.
Data engineering & analytics
AI often depends on reliable data. We also help with data architecture, pipelines, system integration, predictive models and reporting. These can be standalone projects or part of your AI implementation.
Discuss your data needsWorking with your team
Close collaboration, from the first question to the working system.
Forward Deployed Engineers
Work closely with your people to understand the workflow, build integrations and improve the software using feedback from the team that will use it.
Applied AI Architects
Connect the business goal to the system design: data, models, integrations, access controls, evaluations and the cost of running the solution.
Choose a way to work together.
Start with a scope you can evaluate. Agree the deliverables, responsibilities and costs before committing to the build.
Engineers and architects alongside your team
Ongoing · alongside your people
Our Forward Deployed Engineers and Applied AI Architects work closely with your team, within the agreed scope, systems and review process.
Advisory and roadmap
Assessment · sequenced plan
An honest read on the data estate and a plan in the order it should actually be done. Sometimes the conclusion is that you do not need us to build it.
Build and run
Delivery · then ongoing operation
We build the system and keep it running — monitoring, refreshes, and changes as the inputs change.
Before the first conversation
A short brief is enough to start.
Use these prompts in your enquiry. You can leave anything you do not know yet unanswered.
Tell us about your project- What task takes too much time, or fails too often?
- Who does it today, and which tools and data do they use?
- What would a useful improvement look like?
- Which approvals, access rules or other constraints matter?
- Do you have a budget range or deadline in mind?
Explore the context for your sector: Insurance · Healthcare · Consumer goods · Electronics · Mining · Public sector.