Workflow implementation
AI Implementation Sprint for one real workflow.
A focused buildout that turns a high-value workflow into an AI-supported operating process with templates, review rules and team adoption.
4-6 weeksImplementation window
1 workflowBuilt around real work
Team assetsTemplates, prompts and rules
Sprint outputs
Not a workshop. A working process your team can use.
Workflow redesign
Process map, AI-supported steps, human review points and ownership model.
Reusable operating assets
Prompts, templates, checklists, source rules and document structures.
Team enablement
Practical onboarding around the implemented workflow, not generic tool training.
How it works
Pick one visible workflow and make it repeatable.
1
ScopeWe define the exact workflow, users, inputs, outputs and risks.
2
BuildWe create the prompts, templates, checks and review flow around live work.
3
AdoptThe team gets clear roles, usage rules and practical onboarding.
Workflow scenarios
First workflows that can become controlled AI-supported operating processes.
Proposal sprint
One proposal workflow becomes reusable.
Issue
The team repeatedly starts proposals from scattered notes, old files and ad hoc AI prompts.
Build
Create intake, research, drafting, evidence and review assets around one live workflow.
Output
Reusable proposal operating kit with prompts, templates and approval checkpoints.
Reporting sprint
Donor reporting gets a structured evidence path.
Issue
Reports depend on manual collection of activities, indicators and narrative evidence.
Build
Set up synthesis prompts, evidence register, source rules and human review sequence.
Output
Report drafting workflow that is faster, traceable and easier to repeat.
Knowledge sprint
Internal knowledge becomes usable for delivery.
Issue
Useful organisational knowledge sits in documents, decks, emails and team memory.
Build
Define what can be reused, how AI supports retrieval, and where human review is required.
Output
Knowledge workflow with reusable templates, access boundaries and adoption rules.
Good first workflows
Choose a workflow where the gain is visible and the risk can be managed.
- Grant or tender screening and first eligibility analysis.
- Proposal drafting support with evidence and source review.
- Donor report drafting from project records and activity evidence.
- Research synthesis for strategy, advocacy or programme design.
Build the first AI-supported workflow before scaling the system.
We define the scope, build the operating assets and train the team on real work.