AI intelligence
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AI Quality Check—catch branching mistakes before respondents do
Run an AI logic audit in the builder before you publish. Sentink’s AI Quality Check reviews branching, skips, conditional visibility, and inconsistencies, then presents green strengths, amber cautions, and red critical risks in one scrollable list—so respondents never hit dead ends you could have fixed in review.
Built for bilingual teams across the GCC and MENA—with native Arabic RTL, regional fielding, and Dubai-headquartered support.
- 01Logic auditBranches, skips, visibility, and inconsistencies
- 02Severity tagsGreen strengths, amber cautions, red critical risks
- 03BilingualRuns in Arabic or English to match your builder
- 04Shared AI quotaSame allowance as Modify with AI—no surprise meter
What you get
- AI review of branching and skip patterns before publish
- Conditional visibility inconsistency detection
- Severity-tagged findings: strengths, cautions, critical risks
- Scrollable findings list aligned with Survey Logic fixes
- Arabic and English audit language matching builder locale
- Shares AI usage with Modify with AI and Survey Agent tools
- Helps agencies gate client instruments before expensive sample
- Complements field validation (email, number, regex) at design time
- Works on AI-generated drafts and hand-built questionnaires
- Keeps research judgment with you—AI flags; you decide what to fix
All features · 01
Find routing gaps before they become field incidents
Broken skips and contradictory visibility rules waste sample and erode trust. Quality Check scans the instrument for routing problems so ops teams can fix them while edits are still cheap—before the first complete arrives.
- Catch unreachable questions and contradictory paths
- Surface inconsistencies that humans miss in long instruments
- Ideal gate before buy-responses or client fieldwork
All features · 02
Severity that matches how reviewers work
Findings are tagged so you can triage: keep green strengths as reassurance, resolve amber cautions when time allows, and block publish on red critical risks. The list stays scrollable for questionnaires with dozens of logic rules.
- One place to review instead of hunting page by page
- Align fixes with the Survey Logic panel in the builder
- Share the audit outcome in agency QA checklists
All features · 03
Predictable AI cost for design-time tools
Quality Check uses the same AI allowance as Modify with AI and related design tools. Teams can draft with the Survey Agent, polish wording, and audit logic without juggling separate billing carve-outs.
- Transparent usage for finance and research ops
- Arabic/English audits for bilingual programs
- Local or BYO model paths when briefs are confidential
Who it is for
- Research operationsAdd a publish gate that catches logic defects before sample spend.
- Agencies & freelancersShow clients a severity-tagged QA pass on every instrument.
- CX program ownersKeep weekly pulses correct when many editors touch the same form.
Frequently asked questions
What does AI Quality Check review?
It reviews branching, skip logic, conditional visibility, and inconsistencies, then tags findings by severity so you can fix routing issues before respondents hit them.
Does it replace human review?
No. It accelerates review by flagging likely problems. Researchers still approve wording, ethics, and sampling decisions.
Is Quality Check billed separately?
No. It shares the same AI usage allowance as Modify with AI and related design-time tools—there is no surprise carve-out meter.
Related features
Audit your next questionnaire before field
Try Quality Check on Cloud free, or book a demo on a complex branching instrument.