How Attestly Eliminates Hallucinations
A radical anti-fabrication workflow built exclusively on grounded founder facts, client-side isolation, and deterministic code-level validations.
Structured Fact Interview
Answer structured, deterministic questions regarding foundation model endpoints, transient retention windows, customer data boundaries, and hosting regions.
- •Autosaves locally to client browser and encrypted storage
- •Explicitly defines transient data retention windows
- •Identifies exact subprocessors and hosting jurisdictions
Draft 5 Verified Policies
Synthesizes 5 factual governance policies without inventing controls, dates, or certifications. Any missing facts become explicit [FOUNDER TO CONFIRM] tags.
- •AI Usage Policy & Acceptable Use Guidelines
- •Data Flow, Subprocessors & Encryption Architecture
- •Incident Response Runbook & EU AI Act Transparency
Answer & Founder Attest
Drop buyer workbooks (.xlsx/.csv). Code checks every claim for a minimum 8-character verbatim quote match. Founders review and attest before final export.
- •100% in-browser SheetJS workbook parsing
- •Code-level exact character-for-character quote checks
- •Full ZIP evidence pack with attested spreadsheet export
End-to-End Governance Data Flow
Detailed technical overview of how facts are isolated, synthesized into policies, and code-verified against buyer questionnaires.
Structured Fact Interview
Founders go through a focused 5-step wizard covering real technical controls: foundation model endpoints, customer data training policies, transient retention windows, hosting regions, and encryption standards.
Factual 5-Policy Drafting
Attestly drafts 5 complete governance policies strictly from stated interview facts. Any unconfirmed or missing parameter is tagged with [FOUNDER TO CONFIRM]. Zero policies claim certifications or controls not explicitly entered.
- AI Usage Policy
- Data Flow & Subprocessors
- AI System Description
- AI Incident Response Runbook
- EU AI Act Transparency Notes
Client-Side Answering & Verification
When an enterprise buyer sends a spreadsheet (.xlsx/.csv), it is parsed locally in the browser memory. The questionnaire workbench evaluates each question against policy passages, confirms verbatim quotes, and prompts you to attest before export.