AI Automation Potential by Industry
Time and cost savings across 9 verticals, based on real deployment data. No interaction required — scan your industry and see what's possible.
Marketing Agency
Content production, campaign reporting, client ops
| Workflow | Before | After | Reduction |
|---|---|---|---|
| Client Reporting | 10.0h | 30m | -95% |
| Content Creation & QA | 6.0h | 1.5h | -75% |
| Campaign Setup & QA | 4.0h | 45m | -81% |
| Client Onboarding | 8.0h | 1.0h | -88% |
Recruitment Agency
Sourcing, screening, outreach, pipeline management
| Workflow | Before | After | Reduction |
|---|---|---|---|
| Candidate Sourcing | 4.0h | 30m | -88% |
| Resume Screening | 30m | 3m | -90% |
| Candidate Outreach | 15m | 2m | -88% |
| Job Spec Writing | 2.0h | 15m | -88% |
Dev / SaaS
Scoping, documentation, support, QA, internal tooling
| Workflow | Before | After | Reduction |
|---|---|---|---|
| Project Scoping & Proposals | 6.0h | 1.0h | -83% |
| Technical Documentation | 4.0h | 30m | -88% |
| Customer Support Triage | 18m | 3m | -83% |
| Code Review & QA | 2.0h | 30m | -75% |
Banking & Fintech
KYC, credit risk, compliance, loan processing
| Workflow | Before | After | Reduction |
|---|---|---|---|
| KYC / AML Checks | 1.5h | 6m | -93% |
| Credit Risk Analysis | 45m | 3m | -93% |
| Regulatory Reporting | 20.0h | 3.0h | -85% |
| Fraud Detection Review | 30m | 5m | -84% |
Insurance
Claims processing, underwriting, policy admin
| Workflow | Before | After | Reduction |
|---|---|---|---|
| Claims Intake & Triage | 1.0h | 5m | -92% |
| Underwriting Assessment | 2.0h | 15m | -88% |
| Policy Document Generation | 1.5h | 9m | -90% |
| Claims Adjudication | 3.0h | 30m | -83% |
Legal / Law Firm
Contract review, due diligence, legal research
| Workflow | Before | After | Reduction |
|---|---|---|---|
| Contract Review & Analysis | 4.0h | 30m | -88% |
| Due Diligence Research | 8.0h | 1.5h | -81% |
| Legal Memo Drafting | 6.0h | 1.0h | -83% |
| Billing Entry Writing | 15m | 2m | -88% |
Healthcare
Patient intake, coding, claims, clinical documentation
| Workflow | Before | After | Reduction |
|---|---|---|---|
| Patient Intake & Pre-auth | 30m | 3m | -90% |
| Medical Coding (ICD/CPT) | 24m | 3m | -88% |
| Clinical Documentation | 1.0h | 9m | -85% |
| Claims & Appeals Processing | 2.0h | 18m | -85% |
E-commerce / Retail
Product listings, inventory, customer support, reviews
| Workflow | Before | After | Reduction |
|---|---|---|---|
| Product Listing Creation | 30m | 5m | -84% |
| Inventory & Restock Alerts | 3.0h | 30m | -83% |
| Review Response & Analysis | 12m | 2m | -85% |
| Order Support Triage | 9m | 1m | -87% |
Real Estate
Lead qualification, property listings, tenant screening
| Workflow | Before | After | Reduction |
|---|---|---|---|
| Lead Qualification & Nurturing | 30m | 3m | -90% |
| Property Listing Creation | 1.5h | 15m | -83% |
| Tenant Screening | 1.0h | 6m | -90% |
| Lease Administration | 2.0h | 18m | -85% |
See Your Exact Numbers
These are industry defaults. Your team size, hourly cost, and workflow mix will change the math. Use the calculator for a personalized estimate.
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