AI, data, and tech implementation by sector
Pick your sector to see the workflows we fix most: manual handoffs, reporting gaps, fragmented data, and bottlenecks that slow operators down.
- Sectors
- 12
- Workflow guides
- 72+
- Starting point
- starting from $4,000/month
Pick the operating context closest to your workflow.
The first valuable implementation usually sits inside a specific sector rhythm: claims, intake, dispatch, proposals, board packs, production, hiring, compliance, or customer operations.
Consumer and Retail
A buyer wants to know which products to push and which to mark down. The answer means pulling SKUs, inventory, margin, returns, and channel numbers from separate places and lining them up by hand. That takes until Thursday, so the promote-or-discount call gets made on last week's picture.
Best first workflow
Merchandising
Financial Services
The customer sent everything. But the ID sits in one tool, the risk check in another, and the one missing document is buried in an email nobody flagged. Every handoff adds a day, and the customer is watching a competitor finish onboarding in ten minutes.
Best first workflow
Onboarding
Food and Agriculture
A customer or an auditor wants the full history on one batch: which supplier, which QA check, which certificate, which shipment. Each of those lives in a different system, so someone spends the afternoon stitching records together by hand while the request waits.
Best first workflow
Traceability
Healthcare
A referral arrives as a document, and someone reads it, then enters the same names, dates, and codes into the record and the scheduler by hand. If a field is missing, they email back and wait, and the patient waits with them. The information was always there. It just never moved on its own.
Best first workflow
Intake
Insurance
A new claim lands and the adjuster still has to open the policy, confirm coverage, find the forms, and judge how serious it is before it goes anywhere. Until that check is done the file just sits, and the customer waiting on it has no idea why.
Best first workflow
Claims triage
Legal
The enquiry comes in, but the client details, the attachments, and the conflict check are spread across three inboxes and a form. The fee earner can't start until someone confirms it's clear to open, so the file waits, and the client waits with it.
Best first workflow
Matter intake
Logistics and Supply Chain
A supplier misses a date, a pick gets held, a document never lands. Each one arrives in a different inbox or portal, so nobody sees the whole picture until a customer is already chasing you.
Best first workflow
Exceptions
Manufacturing / Industrial
A customer moves a date, a changeover runs long, someone calls in short on second shift. Each change is small. Together they mean the schedule on the wall stopped matching the floor hours ago, and the planner finds out when a supervisor walks over to ask why the wrong job is running.
Best first workflow
Schedule variance
Private Equity
One company reports revenue gross, the next reports it net, a third has its own name for the same line. Before you can compare anything, someone spends two days reconciling definitions by hand, and by then the quarter has already moved on.
Best first workflow
KPI reporting
Professional Services
A new pitch goes out and a partner rebuilds it from the last one they can remember. The scope, the pricing, the case examples, and the sign-off all live in different tools and different people's heads, so pulling them together is a manual hunt every time. The client waits, and the most expensive person in the room spends Saturday on formatting.
Best first workflow
Proposals
Real Estate and Construction
A question comes off the site about a clash between the drawing and what is actually installed. It lands in an inbox, gets forwarded to the engineer, waits on a spec check, and no one can say whether it is stuck on the reviewer, the owner, or a document nobody has pulled yet. The crew works around it, and the rework shows up two weeks later.
Best first workflow
RFI routing
Recruitment / Staffing
A recruiter spends a week sourcing against the must-haves from the intake call. Then the hiring manager mentions the budget was never signed off, or the "nice to have" was really a deal-breaker. The shortlist gets set aside and sourcing starts over, a week gone.
Best first workflow
Job intake