03WitUp AI Adoption · Processes
Fewer manual steps. More time for valuable work.
We review repetitive workflows, assess where AI may help and design practical pilots that fit existing systems and keep people in control.
- Workflow mapping
- Repetitive task assessment
- Limited and measurable pilot selection
- System integration requirements
The context
How often does your team copy the same information?
Emails, orders and documents often cross multiple people and systems. The first step is to find delays and repeated work, not automate everything.
Manual steps
The same information retyped from one application to another.
Scattered data
Emails, orders and documents spread across several people.
Delays and mistakes
Every extra step can slow work down or introduce an error.
Disconnected tools
Applications and databases that do not talk to each other.
Our approach
How we begin
We start with a limited workflow and agree on safeguards, permissions and provider selection criteria from the outset.
01 Listen
Listen to people using the workflow
02 Select
Choose a limited use case
03 Criteria
Set success measures and controls
04 Pilot
Plan the pilot and identify the specialists required
A practical example
Before and after: an example
Before: an operator reads an order email and copies details into the ERP. Possible after: AI helps prepare a structured draft. A person checks and authorises the data before it is entered.
Illustrative
Illustrative; feasibility depends on the actual systems and approvals.
Before- Orders and requests by email
- Information spread across people
- Data retyped by hand into the ERP
- Waiting between steps
- Data extracted from the email
- Structured draft
- Checked and authorised by a person
- Entered into the ERP after review
Human oversight
People remain accountable
We consider data security, mistakes, responsibility and meaningful human review when planning changes.
Data security
Possible mistakes assessed early
Clear responsibilities
Meaningful human review
Frequently asked questions
Answers to your questions.
Must we replace our ERP?
Not necessarily; we review existing tools first.
Will AI replace staff?
Our focus is on repetitive work and clear human oversight.
Who builds the integration?
Specific implementation arrangements are agreed separately, with specialist providers if required.
Contact us
Tell us which task you would simplify.
We start from a concrete task to understand whether and how AI can help.
Human intelligence for AI adoption