Governed AI workflows
Build AI into the way your company works.
Mapwright turns recurring finance and operating work into governed, reusable AI workflows with company context, clear controls, and human review built in.
Mapwright / Workflow
01
SOURCE DATA
02
CONTROLS
03
HUMAN REVIEW
Finance first
Built for accountable work
Human review included
The operating model
What Mapwright builds
The methods, context, and controls that turn promising AI use cases into repeatable company workflows.
01
Mapwright / System
Governed Finance AI Operating Layer
Approved AI methods, company context, controls, and clear review requirements for recurring finance work.
02
Mapwright / System
Process-to-Task Workshops
Map real business processes into AI-suitable tasks with owners, inputs, controls, risks, and approval points.
03
Mapwright / System
Company AI Operator Plugins
Reusable AI capabilities configured for your terminology, reporting model, source files, brand, and policies.
The challenge
AI adoption needs more than good prompts.
When every employee uses AI differently, useful work is difficult to repeat, review, or govern. Sensitive data can be handled inconsistently, calculations may be hard to trace, and valuable methods remain trapped in one-off conversations.
Mapwright creates a shared operating model: what AI may do, which workflows are approved, what company context applies, where source files belong, and when a person must review the result.
A practical path
How it works
Start with one process that matters. Build the smallest useful operating layer around the real work, then improve it with evidence.
01
Map the work
Identify recurring processes, tasks, owners, inputs, outputs, controls, and risks.
02
Design the workflow
Decide where AI adds value, which methods can be reused, and where human judgment remains essential.
03
Configure the layer
Add company rules, context, templates, skills, and task-level instructions.
04
Deploy and improve
Introduce workflows inside the team’s real environment, review results, and refine them over time.
Finance first
Recurring work, made reusable.
The initial Mapwright operating layer focuses on finance tasks where consistency, traceability, and review matter every month.
- Monthly performance review
- Variance and profitability analysis
- Forecasting support
- KPI definition and reporting
- Financial data-quality checks
- Investment case analysis
- Excel model review
- Management and board reporting
Human
REVIEW
Built in
Governance by design
Useful AI must also be reviewable.
Mapwright workflows are designed around confidentiality, traceable calculations, explicit source data, validation checks, and human approval. AI supports the work; accountable people remain in control.
Your first workflow
Start with one process that matters.
In a process-to-task workshop, we identify where AI can create practical value, what controls are required, and what should be built first.
