Generic tools do not fit the workflow
Teams adapt their process around software rather than getting a tool built around the work.
SERVICE
Custom AI Tools
for FMCG processes
We design and build practical AI-enabled tools around the specific workflows, data and decisions inside your business.
- Bespoke tools for specific business processes
- Interfaces built around your teams and data
- Useful AI without forcing a generic platform to fit
Useful for:
Leadership
Sales
Marketing
Finance
IT & Systems
OperationsWhat are custom AI tools?
Custom AI tools are focused applications, dashboards, copilots or internal interfaces built for a particular business workflow. They can combine AI, automation, data and integrations in one controlled experience.
They are useful when the problem is too specific for an off-the-shelf tool, or when teams need a guided workflow that reflects how the business actually operates.
Best used when:
- A valuable workflow does not fit a standard tool
- Users need a simple interface over complex systems or data
- AI outputs need structure, review and repeatability
- A process spans several teams or data sources
- You want a focused tool before investing in a larger product build
Common problems custom tools solve
Too many manual steps
A process needs a guided interface rather than more spreadsheets, emails and tabs.
AI needs business context
Useful outputs depend on approved data, consistent prompts, rules and review steps.
Important work lacks visibility
Teams need a clearer view of status, exceptions and recommended next actions.
Example custom AI tools
Internal copilot
A controlled assistant for team-specific questions and tasks.
All teams
Workflow dashboard
A single view of process status, exceptions and actions.
Operations
Document review tool
Extract, compare and summarise documents with human approval.
Supply Chain
Planning support app
Combine data, rules and AI support for recurring planning decisions.
Planning
Sales insight assistant
Answer commercial questions using approved data and reusable logic.
Sales
Quality triage tool
Route issues, summarise context and help teams track follow-up.
Quality
How we deliver the work
1. Understand the workflow
We map the users, systems, data, decisions and constraints around the work.
2. Prioritise the opportunity
We identify where change will create the clearest operational and commercial value.
3. Build the practical solution
We design, configure and test a focused solution around real business scenarios.
4. Roll out and improve
We support adoption, measure what is working and improve the solution over time.
Built for controlled adoption
Useful AI and automation needs clear ownership, data boundaries and practical controls. We build those into the work from the start.
- Defined users, permissions and approval points
- Clear data sources and data handling rules
- Human review for sensitive decisions and outputs
- Testing against real scenarios before rollout
- Documentation your team can maintain
- Measurement so improvements can be tracked
Example: internal AI copilot
Before
Users search multiple systems, ask colleagues for context and prepare answers manually.
After
A custom copilot answers from approved sources, explains the context and suggests next actions.
Outcome
- • Faster answers
- • More consistent workflows
- • Approved data boundaries
- • A simpler interface for teams
Works well with
Other services
Relevant departments
Frequently asked questions
Is a custom AI tool the same as an AI agent?
Not always. An agent is usually task-focused. A custom tool may include agents, automation, dashboards and user interfaces in one workflow.
Can we start small?
Yes. A focused internal tool for one workflow is often the best way to prove value before expanding.
Can it connect to our existing data?
Yes, where access is available and appropriate. We define data sources, permissions and boundaries before building.
Who maintains the tool after launch?
We can document the build, train owners and provide ongoing support where needed.
Have a workflow that needs its own tool?
Tell us what your team is trying to do. We will help you decide whether a custom AI tool is the right route.
