By Vaibhav Rane, Founder, Cresolv One
Every vendor demo in this category looks impressive — clean invoice capture, a friendly dashboard, a percentage improvement slide. The differences that actually matter rarely show up in a demo at all; they show up six months into implementation, when the easy invoices are handled and you're dealing with the messy 30% that doesn't match cleanly, or the month you need a report your dashboard wasn't built for. This is a vendor-neutral framework for evaluating any platform in this category — built to be used on us or on anyone else you're looking at.
| Dimension | What to actually ask |
|---|---|
| Integration depth | Does the platform post directly into your ERP, or does it hand you a file to import manually? "Integration" is used loosely across this category — ask specifically whether posting, vendor master sync, and payment status flow both ways automatically, or whether a person still bridges the gap. |
| When compliance checks actually run | For India-specific operations, ask whether GST, TDS, and e-invoicing checks happen before an invoice is approved, or in a batch reconciliation after the fact. A check that runs after posting is documenting an exposure, not preventing it. |
| What happens to exceptions | Every platform automates the clean transactions well. Ask what happens to the 20-40% that doesn't match on the first pass — does the system route it with context for fast resolution, or does it become a queue someone works through manually? |
| Implementation timeline, specifically | "Quick to implement" means different things depending on your ERP, data quality, and volume. Ask for a timeline based on a situation similar to yours, not a generic best-case number, and ask what typically causes delays. |
| Data security and hosting | Where is your financial data actually stored, who has access to it, and what happens to it if you leave the platform? A vendor should answer this specifically, not with a general security-page link. |
| Pricing structure and hidden costs | Per-invoice, per-seat, and flat-fee pricing all create different incentives. Ask what's included versus billed separately — implementation, support, additional ERP connectors — before comparing a headline number across vendors. |
| What support actually looks like post-go-live | Ask specifically what happens when something breaks three months after go-live: who do you contact, what's the response time, and is that written into the agreement or just implied in the sales conversation? |
| A reference in a genuinely similar situation | A logo slide isn't a reference. Ask for a current customer with a comparable ERP, volume, and compliance requirement, and actually talk to them about what the first few months were really like. |
A simple way to use this: score any vendor 1-5 on each dimension based on how specifically they can answer, not how confident they sound.
None of these questions are difficult for a vendor who genuinely does what they claim — a real platform can answer each one with a concrete mechanism, not a general reassurance. The evaluation isn't about catching anyone in a lie; it's that vague answers to specific questions are themselves informative, regardless of which vendor you're talking to.
This framework covers what's common across any AI finance or automation vendor. For evaluation criteria specific to a particular category — AP automation, vendor portals, AR and collections, ISO audit software, gate-entry systems, or warehouse management — see our individual buyer's guides for each, which go deeper on the mechanics specific to that category.
This framework works on any vendor you're evaluating, ours included — a vendor who can't answer these clearly and specifically is telling you something, regardless of how good the demo looked. See our AP Automation, Vendor Portal, AR Automation, ISO Audits, GateIN Portal, or Warehouse Management buyer's guides for category-specific criteria.