Work that keeps moving
Make responsibilities and next steps clearer so work is less likely to stall between people or disappear in a busy inbox.
FROM POSSIBILITY TO PRACTICE
What it does for your business
For your operations and project team, “Approval workflows” can become a repeatable workflow rather than a separate task handled from scratch each time. AI can turn requests and constraints into a proposed sequence of actions, keeping owners, dependencies and dates visible. It fits into coordination, task follow-up and day-to-day administration, using your business information and the standards your team already works to.
The value it could bring
These are the improvements to evaluate against your current process. We agree the scope and test the value with your team.
Fewer manual handoffs
Reduce the repeated checking and chasing needed to move a task between people and systems.
Make the next step clear
Keep owners, constraints and open decisions visible so a plan is easier to carry out.
EVIDENCE FROM OTHER BUSINESSES
Published ROI evidence
These named businesses implemented related workflows. Their deployment results provide a reference for the opportunity; they are not appana projects or a promised return for your business.
Manitou Group
Kissflow
629%Reported annual deployment ROI
Connected workflows replaced manual follow-ups. Employee onboarding saved five hours per new hire and post-invoice discount processing fell to about five days.
What the figure covers
A shared low-code automation deployment covering approvals, finance and onboarding. Its financial return is for the combined programme, not each workflow separately.
Nucleus Research · Published 2026-07-20 · Source checked 2026-10-05
Read the published case study ↗How the returns are assessed
Reported annual ROI uses Nucleus Research’s method: average annual net benefit across three years divided by initial investment. Assessments can include indirect benefits and projected years. Figures cover the named deployment, including software, integration and process changes; they do not isolate AI’s contribution or predict your return.
Nucleus Research’s calculation method ↗How it works in your business
STEP 1
Bring in the right context
Select the relevant information from your project tools, calendars and approved communication channels. Agree what a good result looks like with your operations and project team, including the rules, examples and permissions the workflow needs.
STEP 2
Turn the task into a workflow
Route a decision to whoever can actually make it. Check the relevant constraints, prepare the next steps and identify conflicts or missing decisions before asking the owner to confirm the plan.
STEP 3
Put the result to work
Place approved actions in the team's working tools and surface anything that needs an owner, a decision or a changed deadline. Owners confirm commitments and approve messages or changes that affect other people.
AN EXAMPLE IN PRACTICE
A member of your operations and project team needs help with “Approval workflows”. They supply current requests, plans or action lists, together with the relevant instructions and the result they need. The workflow prepares an initial result with its supporting context, flags missing information and returns it for review. The owner can correct it and use the accepted result in the team's project tools, calendars and approved communication channels.
Start with a focused pilot
Choose one workflow, one team and a representative set of real tasks. We establish the current baseline, build the first version and review the results together before expanding it.
What we would start with
Depending on the scope, useful inputs include:
- Current requests, plans or action lists
- Calendar constraints, owners and due dates
- Approved priorities and escalation rules
We agree access and integration with your project tools, calendars and approved communication channels as part of the design.
How we would measure value
- Time spent coordinating each task
- Missed handoffs, conflicting actions or overdue steps
- Missed handoffs, overdue actions and coordination time
Owners confirm commitments and approve messages or changes that affect other people.
LET’S BUILD IT TOGETHER
Could this help your business?
Tell us how your team works today and what you would like to improve. We’ll explore the opportunity, shape a practical first step and build it with you.
Talk to us about this use case