HAIV360 combines AI-scale analysis, experienced human judgment and industry-specific intelligence to assess, challenge, improve and independently validate digital products.
Products that meet defined HAIV360 standards can earn a verifiable trust badge backed by AI analysis, evidence review and experienced human validation.
AI-Assessed · Human-Validated
HAIV-2026-00128Each badge can link to a public verification profile showing product version, assessment date, validity, assessment areas, methodology and customer-controlled public scores.
AI can help a founder turn an idea into a working product faster than ever. But speed does not prove product-market fit, usability, scalability, security, commercial readiness or industry fit. HAIV360 gives startup founders and AI-powered product teams an independent challenge before customers, investors or enterprise buyers do.
HAIV360 turns evidence into product decisions through AI analysis, human validation and specialist industry intelligence.
Strategy, UX, roadmap, technology, security, GTM, commercial model, AI readiness and more.
Analyze customer reviews, surveys, tickets, interviews and feature requests at scale.
Compare positioning, capabilities, pricing and maturity against relevant competitors.
Convert findings into prioritized fixes, evidence-backed roadmap changes and measurable actions.
Expert-led readiness assessment for a specific industry and target market.
Earn an independent trust signal backed by structured assessment and human validation.
Assess problem validation, ICP clarity, retention, willingness to pay, differentiation, acquisition signals and customer evidence—not just founder conviction.
72/100
Early validation. More evidence required.
Problem evidence · Usage · Retention · Feedback · Willingness to pay
ICP · Differentiation · Alternatives · Acquisition · Commercial viability
Upload customer feedback and let HAIV360 identify themes, sentiment, emerging problems and commercial impact—then connect those signals directly to roadmap decisions.
HAIV360 combines AI evidence analysis with manually selected domain experts to assess whether a product is truly ready for the industry and market it wants to enter.
Clinical workflows · interoperability · data · security · procurement · localization
Operational fit · integration · safety-critical workflows · scalability · enterprise readiness
Security · compliance · risk · integration · customer trust · operating model
Controls · market workflows · data · auditability · resilience · regulatory exposure
Scale · OSS/BSS integration · security · performance · enterprise operations
Learning workflows · privacy · accessibility · institutional readiness · localization
HAIV360 builds a vetted pool of product leaders, architects, GTM experts, security specialists and industry practitioners. Experts are matched to the product, domain and specific questions that need judgment.
Bring experienced product or industry judgment into a focused assessment, challenge session, advisory engagement or fractional role.
Explore Expert as a ServiceTurn years of product and industry experience into focused paid expert work through the HAIV360 network.
Apply to JoinBegin with a free Product Snapshot, then move into deeper product intelligence or custom human and industry validation.
Start with a free assessment of your product. Share your product and what you want to understand — HAIV360 will identify initial strengths, gaps and areas worth investigating further.