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Vendor AI Claims Need a Trackable Metric, Not Just a Feature List
InsightsBlogERP & CRM
ERP & CRM6 min readSeptember 3, 2026

Vendor AI Claims Need a Trackable Metric, Not Just a Feature List

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VTechFusion Team

VTechFusion Technologies

DocuSign's Q2 fiscal 2027 results included a specific, trackable number: its AI-focused Intelligent Agreement Management platform now represents 15.1% of total annual recurring revenue, up from 12.6% just one quarter earlier. That's a real metric, disclosed publicly every quarter, that lets anyone — a customer, a competitor, an analyst — verify whether the AI platform's adoption is actually accelerating over time. Most vendors pitching 'AI-powered' capability offer nothing comparably specific or trackable.

Why a Feature List Isn't Evidence of Adoption

A vendor can genuinely have built strong AI capability into their product and still have almost no customers actually using it. A feature list tells you what's technically available; it says nothing about actual uptake. DocuSign's 15.1%-of-ARR figure is meaningfully different because it's a revenue-linked, quarter-over-quarter number — customers are specifically paying for and using the IAM platform at a rate the company can and does disclose.

What a Genuinely Trackable Metric Looks Like

  • It's tied to actual revenue or usage, not just feature availability — a percentage of ARR, active weekly users, or a similarly concrete number, not 'X% of customers have access to'
  • It's disclosed on a recurring cadence (quarterly, in DocuSign's case) so trend direction is verifiable over time, not a single point-in-time claim
  • It's specific enough that a competitor's equivalent claim can be directly compared against it — vague framing ('growing rapidly,' 'strong adoption') can't be benchmarked the same way a real percentage can

What to Ask the Next Vendor Pitching AI Capability

Ask directly: what specific, recurring metric do you track and disclose for this AI feature's actual adoption, and how has it moved over the last two to four quarters? A vendor with a real answer — even an imperfect one — is telling you something meaningfully different than one that redirects to a feature list or a single glowing case study. The redirect itself, much like in evaluating ROI claims or active-usage claims, is often the most informative part of the answer.

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Frequently Asked Questions

Why isn't a vendor's AI feature list sufficient evidence of real adoption?

A feature list only shows what's technically available, not how many customers are actually using and paying for it. A vendor can have genuinely strong AI capability with very low real-world adoption — a trackable, revenue-linked metric (like DocuSign's percentage of ARR from its AI platform) is meaningfully stronger evidence.

What makes a vendor AI adoption metric genuinely trackable?

It should be tied to actual revenue or usage (not just feature access), disclosed on a recurring cadence so trend direction is verifiable, and specific enough to compare directly against a competitor's equivalent claim.

What should I ask a vendor pitching AI capability if they don't offer a specific metric?

Ask directly what recurring metric they track for that feature's actual adoption and how it's moved over the last several quarters. A vendor that redirects to a feature list or a single case study instead of answering is itself a meaningful signal.

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