Fully automated AI claims: what should buyers ask?
Last reviewed May 24, 2026
Fully automated AI claims promise that a workflow can run with little or no human involvement. This guide maps no-human-review, AI agent, and replacement wording to the task boundaries and escalation evidence buyers should request.
Evidence buyers verify
- The exact fully automated, no-human-review, AI agent, or replacement claim.
- A workflow map showing each AI action, human review point, exception path, and unsupported task.
- Testing evidence for the same task, user group, content type, and failure cost described by the claim.
Opens the checker for this claim type. Paste your vendor's exact wording there. Evidence questions only — not a blacklist or fraud detector. Not sure what a result looks like? See a sample receipt.
Sources this guide draws from
- SEC Presto Automation order SEC enforcement· January 14, 2025
Official source for AI voice automation, human intervention, and third-party technology disclosure evidence.
- FTC accessiBe final order release FTC enforcement· April 22, 2025
Official source for automated accessibility and WCAG compliance claim evidence.
- · Accessed May 24, 2026
Public company source for AI agent roles, customer-facing answers, source grounding, and human handoff wording; used as wording evidence, not independent validation.
Public claims with documented evidence gaps
"eliminated the need for human order-taking"
Automation / Replacement- Source and date
- SEC Presto Automation order · January 14, 2025
- Evidence signal
- Full automation wording that depends on the actual human intervention rate and technology owner.
- Evidence gap
- A buyer needs the live-deployment workflow, human intervention rate, third-party technology role, completion metric, and customer-facing disclosure.
- Buyer question
- For the eliminated-human-order-taking claim, what share of orders still required human intervention and which technology performed the AI step?
"can make any website compliant with Web Content Accessibility Guidelines (WCAG)"
Automation / Replacement- Source and date
- FTC accessiBe final order release · April 22, 2025
- Evidence signal
- Automated compliance result covering any website and continued compliance over time.
- Evidence gap
- A buyer needs the WCAG version, automated issue categories, manual remediation boundary, ongoing monitoring, exclusions, and support process.
- Buyer question
- For the any website WCAG-compliant claim, which WCAG criteria are automated and which require human review or manual remediation?
"qualifies leads, closes sales, resolves issues, and moves between roles as the conversation demands"
Automation / Replacement- Source and date
- Intercom Fin AI Agent FAQs · Accessed May 24, 2026
- Evidence signal
- AI agent role-switching claim that spans sales, support, and customer-facing decisions.
- Evidence gap
- A buyer needs allowed actions, confidence thresholds, source grounding, handoff conditions, audit trail, and human override controls.
- Buyer question
- For the qualifies leads, closes sales, and resolves issues claim, which actions can the agent complete without teammate approval?
Match each claim pattern to the evidence buyers need
| Claim pattern | Evidence needed | Buyer question |
|---|---|---|
| Fully automated, no human review, or human-in-the-loop boundary claim | Task list, action boundary, exception categories, confidence threshold, review path, failure message, and audit trail. | Which decisions or outputs are allowed to reach users without human approval, and where is human-in-the-loop review required? |
| AI replaces a professional, team, or reviewer | Professional comparison standard, test population, expert review, qualified oversight, limitation notice, and escalation path. | What human role remains responsible when the AI output is incomplete, wrong, or outside scope? |
| AI agent resolves, executes, or closes workflows | Allowed tool actions, source grounding, access controls, transaction limits, approval workflow, rollback path, and handoff conditions. | What can the agent do on its own, and what requires approval, rollback, or handoff? |
| AI agent escalation, approval, rollback, or failure-handling claim | Failure categories, escalation trigger, approver role, rollback owner, customer notice, teammate handoff context, and retry rule. | When the AI agent cannot complete the task, what exactly happens before the customer or business record is affected? |
| Automated compliance or safety result | Standard version, automated coverage, issue classes missed, manual remediation, retest cadence, and monitoring responsibility. | Which parts of the claimed result cannot be automated and must be reviewed by a qualified person? |
Evidence to request
- The exact fully automated, no-human-review, AI agent, or replacement claim.
- A workflow map showing each AI action, human review point, exception path, and unsupported task.
- Testing evidence for the same task, user group, content type, and failure cost described by the claim.
- Handoff, escalation, approval workflow, rollback, logging, and user-notice controls.
- A wording boundary option that names assisted or first-pass automation instead of full replacement if the evidence is narrower.
Questions to put in front of the vendor
- For this fully automated AI claim, what actions can the system complete without human approval?
- What confidence threshold, rule, or failure state sends the task to a human?
- What approval workflow or rollback path exists before an AI agent changes an account, order, record, or customer-facing answer?
- What tasks, customers, jurisdictions, languages, or edge cases are excluded from the automation claim?
- How are mistakes reviewed, logged, corrected, and communicated to users or teammates?
- Which wording should be narrowed if the product only drafts, routes, recommends, or assists rather than completes the workflow?
Wording boundaries to compare against
- Automates defined first-pass workflow steps and routes exceptions to human review.
- Drafts or recommends outputs for qualified review before customer-facing action.
- AI agent resolves selected low-risk support tasks using named sources, with documented handoff conditions.
- Supports accessibility remediation tasks; full conformance requires manual review and ongoing maintenance.
Have your vendor's exact claim wording ready?
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