AI opportunity review
Identify realistic applications for AI and separate useful cases from novelty.
AI / AUTOMATION
Turn repetitive work into room for better work.
AI is most valuable when it is paired with a clear business process, good information and appropriate human oversight. The goal is not novelty—it is meaningful improvement.
CAPABILITIES
Practical AI. Useful automation.
Start with a workflow worth improving. Then decide whether an automation, integration, AI capability or simpler process will help.
Power Automate workflows
Automate approvals, routing, notifications and repetitive Microsoft 365 processes.
Document & data workflows
Reduce manual steps in collecting, checking and moving business information.
Business integrations
Link systems and services where manual copying creates errors or delays.
Reporting & SQL
Use well-designed queries, reports and data models to surface decision-ready information.
Responsible adoption
Plan permissions, privacy, review points and ownership before introducing AI into sensitive processes.
EXAMPLE WORKFLOW
A realistic example of what automation can look like.
This is the kind of practical business workflow that can be designed using Microsoft 365, automation and selective AI assistance.
1
Receive
Invoices, forms or incoming documents are submitted through email, upload or a SharePoint form.
2
Read & classify
Key fields are identified, categorized and checked so the right process can begin faster.
3
Route
The item is sent to the appropriate approver or team based on rules, type, project or department.
4
Act
Approvals, notifications, follow-up tasks and logging happen automatically instead of manually.
5
Store & report
Final records land in the correct location and key data becomes available for reporting and search.
GOOD USE CASES
Where AI and automation usually fit well.
The strongest candidates usually have clear inputs, predictable decision points and known pain around time, consistency or visibility.
Approvals & routing
Purchase approvals, leave requests, intake workflows, requests for information and other structured internal processes.
Documents & forms
Collecting information once, checking it, notifying the right people and storing it in the correct place.
Operational reporting
Pulling data from multiple sources and presenting it as useful reports, summaries and dashboards.
Knowledge access
Helping staff find answers, documents and internal information more quickly within governed boundaries.
HOW AN ENGAGEMENT WORKS
Start with the business outcome.
I’ll help clarify the problem, what technology is already available and what a manageable first phase could look like.
Discover: Current tools, workflows, users and constraints.
Plan: Scope, dependencies, priorities and a realistic approach.
Deliver: Configure or build, test with users and document decisions.
Improve: Review outcomes and identify sensible next steps.
LET’S TALK ABOUT WHAT’S NEXT
Start a conversation Let’s discuss your automation project.
Tell me where work is getting complicated. I’ll help you identify the next useful step.