You don’t need a fully written brief to begin. Choose what’s closest to your situation. We’ll agree the scope together.
CLARITY BEFORE COMMITMENT01 / 05
Know what to build. And what to fix first.
A focused review of your AI application, architecture or proposed solution—so your next investment has a clear technical basis.
WHAT YOU WALK AWAY WITH
Architecture and implementation review
Prioritised findings and recommendations
A practical roadmap and implementation estimate
A GOOD FIT FOR
An idea that needs validation, a prototype with unanswered questions, or an application that needs a second look.
HOW WE SCOPE IT
One application or clearly bounded workflow. Access, review depth and schedule are agreed together.
An assessment you can act on.
FROM DEMO TO DELIVERY02 / 05
Give your prototype a production plan.
Address the agreed gaps between a working demo and a usable deployment, with reliability and operational needs in view.
WHAT YOU WALK AWAY WITH
Scoped implementation and deployment changes
Tests, monitoring and operational documentation
A handover with known limitations and next steps
A GOOD FIT FOR
Teams with a working AI prototype and a defined path to real users.
HOW WE SCOPE IT
One validated workflow and an agreed target environment. Readiness depends on the current system and the gaps we uncover.
A deployment evaluated against agreed criteria.
CONNECT CAPABILITY TO WORK03 / 05
Bring AI into your existing workflow.
Connect a focused AI capability to an existing application or business process, from document extraction to a tool-using assistant.
WHAT YOU WALK AWAY WITH
A scoped, working application integration
API contracts, tests and error handling
Integration documentation and handover
A GOOD FIT FOR
Teams with a clear workflow, an existing system and an identified integration point.
HOW WE SCOPE IT
One capability with agreed systems, access and data boundaries.
A working connection, with a clear handover.
MEASURE. IMPROVE. VERIFY.04 / 05
Find the bottleneck. Measure the difference.
Benchmark the current workflow, test targeted changes and make the quality, latency and cost trade-offs visible.
WHAT YOU WALK AWAY WITH
A baseline benchmark and bottleneck analysis
Tested optimisation recommendations
Before-and-after results on the agreed workload
A GOOD FIT FOR
An existing model-powered application with representative workloads and a measurable performance problem.
HOW WE SCOPE IT
One workload with agreed quality and cost metrics. Improvement is measured, never assumed.
Evidence for your next optimisation decision.
MORE CONFIDENCE IN EVERY STEP05 / 05
Understand failures. Strengthen the workflow.
Evaluate an agent’s tool use, context handling and recovery behaviour, and turn observed failures into a practical improvement plan.
WHAT YOU WALK AWAY WITH
A representative evaluation suite
Failure analysis across the agent workflow
Prioritised fixes and a regression-testing plan
A GOOD FIT FOR
Teams with an existing AI agent and representative tasks, tool integrations or failure examples.
HOW WE SCOPE IT
One agent workflow and an agreed set of representative tasks and tool boundaries.
A clearer route to dependable behaviour.
Every engagement starts with a discovery conversation. Deliverables, timeline, responsibilities and fees are agreed before work begins.
AXISOLVE · CUSTOM AI SERVICES
The right engineering. For the work that matters.
Focused engagements are how we start. These are the capabilities we bring when it’s time to build.
Agents & automation
Tool-using assistants and workflows that connect to your systems, with evaluation and clear controls.
Document & knowledge AI
Extraction, search and grounded answers that turn business information into usable workflows.
Models & optimisation
Model selection, fine-tuning and performance evaluation matched to your data and requirements.
Production & operations
Deployment, APIs, observability and reliability work to support real-world use.
Migration & Modernization
Legacy modernization, database migration and scalable transitions with continuity.
PRODUCTS BY AXILABZ
Built around how your team works.
Exploring a product rather than custom delivery? Let’s discuss fit, availability and what your team needs.
AGENT WORKSPACE
One conversation.Connected work.
AxiCore
A governed workspace for AI teammates, approved tools and connected delivery.
CONVERSATION INTELLIGENCE
Ideas, captured.
AxiVoice
Explore transcription, summaries and meeting intelligence for your conversations.
DOCUMENT INTELLIGENCE
Information, structured.
AxiDoc
Explore document extraction and structured information workflows for your business.
HOW WE WORK
A good partnership starts with clarity.
A practical path from understanding the problem to deciding what comes next.
01
Understand
Map the problem, users, constraints and what success would mean.
02
Define
Agree a bounded scope, deliverables, timeline and commercial terms.
03
Deliver
Build or assess, share progress and review the work against agreed criteria.
04
Build on it
Use the evidence to decide whether to improve, expand or take a different approach.
A FEW THINGS TO KNOW
Before we start.
Can we start if we only have an idea?
Yes. Start with a discovery conversation. We’ll help identify what needs to be clarified and whether an assessment, prototype or integration is a useful next step.
Do you work with existing applications?
Yes. We can discuss reviewing, integrating or improving an existing application. Access, technology fit and ownership responsibilities are agreed during scoping.
How are timelines and pricing decided?
We agree both after understanding the work, dependencies and success criteria. The engagements on this page are starting points, not fixed quotes or guaranteed schedules.
Should we train a model or improve the system?
We start with the failure and evaluate the options. Better data, retrieval, tools or evaluation may help; fine-tuning is considered when it fits the problem and evidence.
LET’S FIND YOUR FIRST STEP
A challenge. An idea. A better way of working.
Tell us what you’re trying to achieve. We’ll work out a sensible place to start.
