01
Knowledge assistants
Help staff search approved documents, with source references and access aligned to their permissions.
FMN CAPABILITIES / BUILT AROUND YOUR BUSINESS
AI & automation.
Give your people their time back.
Turn repetitive tasks into reliable workflows. Put AI to work where it helps: finding knowledge, organising requests and supporting better decisions.
Clear scope. Reviewable progress. Documented handover.
FMN / 02SERVICE BLUEPRINT
AI / AUTOMATE
From a need to a working solution.
01
Knowledge assistants
02
Document workflows
03
Connected automation
04
Evaluation & oversight
01 / WHY THIS SERVICE
Value starts with a real problem.
AI is useful when it helps a specific task and its answers can be reviewed. We connect approved knowledge and business tools to controlled workflows, so your team can spend less time gathering information and more time making decisions.
Does this sound familiar?
Requests arrive in different channels, information is difficult to find, and your team spends too much time copying, checking and following up.
01
Less repetitive administration
02
More consistent handoffs
03
Knowledge within reach
These are goals to review together; success measures depend on the agreed scope and your starting point.
02 / INSIDE THE SCOPE
What do we actually work on?
Connected capabilities, shaped to your project. The proposal defines which parts are included and what each one delivers.
02
Document workflows
Extract and organise agreed fields from documents, then route uncertain results for human review.
03
Connected automation
Connect requests, notifications and approvals across existing tools, with visible exceptions and logs.
04
Evaluation & oversight
Test representative examples, define review rules and monitor quality and usage costs before expanding.
03 / FROM DISCOVERY TO HANDOVER
Clear steps. Tangible outputs.
- 01
Understand & define
We review your current situation, users and constraints, then agree on scope, responsibilities and acceptance criteria.
- 02
Design the solution
We make the proposed journey or technical approach reviewable before implementation, with clear decisions and dependencies.
- 03
Implement & review
We map the workflow, identify the steps worth automating, and build a controlled pilot. Human review, permissions and measurable acceptance criteria come first.
- 04
Validate & hand over
We review the agreed outputs with your team, record remaining actions and hand over the documentation needed for the next step.
THE PRACTICAL HANDOVER
What do you walk away with?
Reviewable, usable outputs checked against the scope we agree together.
- Workflow audit and automation priorities
- AI assistants grounded in approved company content
- Connected request and approval workflows
- Human review and exception handling
- Monitoring, evaluation and operating guidance
04 / WHERE IT FITS
A solution that fits your context.
Who is it for?
Teams handling recurring requests, internal knowledge, document processing and multi-step operational work.
Illustrative project possibilities, rather than claims of completed client work.
Will the AI always answer correctly?
No. We define test cases, show sources where relevant and design a route to human review. Actions with business consequences can require approval.
What information do you need to start?
A clear task, sample inputs and outputs, approved source material and the permissions that apply to it. We use a focused pilot to assess suitability before wider rollout.
What affects the cost of an AI solution?
Data readiness, document volume, access rules, evaluation needs and the workflow integrations shape implementation effort. Model and infrastructure usage costs are considered separately from development and explained in the proposal.
How are scope, timing and cost agreed?
We review your goals, existing systems and required outputs first. The proposal defines deliverables, responsibilities, dependencies and commercial terms. Optional features and ongoing support are agreed explicitly.
Capabilities that work together.
All capabilitiesYOUR NEXT STEP
Let’s make your next idea work.
Tell us where you want to go. We’ll start with your challenge and shape the way forward together.