Knowledge in people's heads
Seniors know the procedures - a junior either asks, or doesn't and makes mistakes.
Use case 07
Internal knowledge
Internal knowledge
workflow
SOPs, guidelines and past decisions become a usable resource for work. The user gets an answer with context, a link to the source and a connection to a specific step in the process.
Where the problem arises
What slows the process down today
Five typical points that together steal time, quality and trust in the outputs. If you recognise any of these, the workflow has somewhere to start.
Guidelines scattered across storage
SharePoint, DMS, intranet, emails - finding things takes hours.
Rules change
SOP versions, addenda, exceptions - what applies today?
No source with the answer
An answer arrives, but what it rests on is hard to trace.
Knowledge isn't part of the process
Rules and workflow live separately - the interpretation is then haphazard.
Step by step in one flow
The workflow doesn't just read documents or only show numbers. It connects data, rules and decision points into a single flow with a clear output.
Indexing the sources
SOPs, guidelines, decisions, technical documents - from the real storage.
A question in context
The user asks from a specific workflow or system.
Finding the relevant passages
Semantic search across the sources + filtering by role.
An answer with context
A summary + a link to the source, version and date of the last change.
Connection to the process
A recommendation for the next step - approval matrix, escalation, contact.
What changes in operations
The concrete impact on work
The goal isn't to deploy AI. The goal is to give people back time to decide and free the process from depending on a handful of experts.
Onboarding without one expert
A junior gets an answer they would otherwise spend hours looking for.
Traceable decisions
For every answer it's clear what it is based on.
Versions and updates
When an SOP changes, the answers reflect the new version.
Fewer repeated queries
The same questions get the same - and correct - answer.
When it makes sense to start
Three typical situations
A workflow doesn't bring the same value everywhere. Here are three scenarios where it pays to start.
A large volume of guidelines and SOPs
Hundreds of pages across teams and roles.
Frequent onboarding or moves
A new colleague, a different role, a new process - the knowledge has to be handed over.
Compliance context
An audit needs to trace the source of a decision.
What to watch out for
Limits we state up front
Three risks we recommend addressing already at the design stage - not later in operations, where they cost time and trust.
It's not a chatbot
The workflow should give a specific answer with a source, not a "chat" about anything.
Source quality
If the SOPs aren't up to date, the answer won't be either.
Roles and access
Sensitive parts of the workflow must respect permissions - design from the very start.