How to rank your automation candidates
Score every candidate workflow on three dimensions:
ROI potential (40% weight): Volume x time x cost. High-volume, time-consuming workflows with expensive labor have the highest ROI ceiling. Don't start with something that runs 10 times per month — start with something that runs 500 times per month.
Automation feasibility (35% weight): Data quality, process consistency, and integration complexity. Can the agent access clean, structured data? Is the process the same every time, or does it vary wildly by case?
Risk tolerance (25% weight): What happens when the agent makes a mistake? A mis-categorized expense report is annoying. A mis-routed medical record is a compliance violation. Start where errors are recoverable.
The starting five
1. Support ticket triage and routing
Why it's first: Highest volume, clearest signal, lowest error cost. A triage agent classifies and routes based on content analysis — no human judgment needed for 80-90% of tickets. The ROI is immediate: faster first-response time, fewer mis-routes.
2. Invoice processing
Why it's second: Clear data extraction task, well-defined validation rules, high per-unit cost. The agent extracts vendor, amount, line items, PO number, matches against purchase orders, flags exceptions, and routes for approval. Typically saves 60-80 hours/month.
3. Lead qualification and routing
Why it's third: Directly impacts revenue, clear scoring criteria, fast feedback loop. Every inbound lead gets scored against your ICP criteria, enriched with firmographic data, and routed to the right rep. Responding in under 5 minutes instead of 48 hours.
4. Expense report processing
Why it's fourth: Low complexity, clear policy rules, universally hated manual process. An agent handles 90%+ of submissions autonomously, flagging only out-of-policy items for human review.
5. Knowledge base maintenance
Why it's fifth: Compounds over time, reduces support ticket volume, low-risk. A knowledge base agent identifies patterns in resolved tickets, drafts FAQ articles, and keeps existing articles fresh. The ROI compounds with every week.
Why order matters
These five workflows build on each other:
- •Support triage generates the data that feeds the knowledge base agent
- •Invoice processing establishes the integration pattern that accelerates future deployments
- •Lead qualification delivers a revenue-impact win that builds leadership confidence
- •Expense processing is a quick, visible win that gets buy-in from every department
- •Knowledge base creates a compounding asset that makes support triage even more effective
By month 3, you have five agents running in production, cross-feeding each other, and the infrastructure is in place to deploy the next five in half the time.