Industries
Same tools. Different work.
Copilot, ChatGPT and Claude are the same products in an engineering firm and a food bank. What changes is the work they’re pointed at. Here are realistic places to start in the sectors we know.
01
Professional Services
Accounting, engineering, legal, consulting and other advisory firms.
Training usually pays back fastest here: most of the work is already documents, email and spreadsheets.
Example workflows
- 1Turning meeting notes into first-draft client summaries and follow-up emails.
- 2Searching past proposals and project files to reuse language that already won work.
- 3Preparing monthly reports from timesheet and billing exports.
Good places to start: Copilot training · ChatGPT & Claude training
02
Manufacturing
Plants, fabricators and production teams with quality and maintenance records.
Pairs naturally with our ISO 9001 and quality-management work.
Example workflows
- 1Drafting and updating SOPs and work instructions from existing documents.
- 2Summarizing nonconformance and maintenance logs to spot repeat issues.
- 3Building supplier and quality reports from spreadsheet data.
Good places to start: ISO & quality support · Workflow assessment
03
Construction
General contractors, trades and project teams moving between site and office.
Our Construction Operations product covers check-in, attendance and timesheets.
Example workflows
- 1Cleaner daily site reports and toolbox-talk summaries from rough field notes.
- 2Searching specifications, RFIs and submittals for the clause that matters.
- 3Reconciling attendance and timesheets without chasing paper at week’s end.
Good places to start: Workflow assessment · Field & office training
04
Oil & Gas and Industrial Operations
Engineering, operations and field teams with years of reports behind them.
This is where Artic AI started — decision support that stays in the engineer’s hands.
Example workflows
- 1Finding comparable historical jobs across years of reports.
- 2Field reporting assistants that help capture cleaner reports in less time.
- 3Failure-analysis support that connects prior incidents, notes and patterns.
Good places to start: Pilot development · Technical team training
05
Small and Medium-Sized Businesses
Owner-led teams where a few people handle sales, admin and operations.
Often the right start is better use of tools you already pay for, not new software.
Example workflows
- 1Inbox triage and consistent replies to common customer questions.
- 2Quotes and proposals drafted from your own templates and price lists.
- 3Monthly sales and expense summaries pulled together in Excel.
Good places to start: AI Essentials workshop · Training funding
06
Nonprofits and Community Organizations
Charities, associations, mosques and volunteer-run organizations.
NizamOS, our nonprofit operations platform, came out of this work.
Example workflows
- 1Volunteer and member communications drafted in a consistent voice.
- 2Grant and funder reports assembled from program records.
- 3Board minutes and action items captured from meeting notes.
Good places to start: Staff & volunteer training · Admin automation
Don’t see your industry?
The approach is the same everywhere: find the repeat work, train the people doing it, keep a person responsible for the result.
20–30 minutes · Online · Edmonton, Alberta, Canada