One-Liner
A continuously updated Supplier Technology Readiness Score for enterprise procurement teams, based on external signals (job postings, patents, ISO certifications) that don't require supplier cooperation.
AI Thinking Process
Flip perspective: BMW procurement head, not Mittelstand supplier. External signals scoring supplier AI readiness without requiring supplier cooperation — like credit scoring but for technology readiness.
Verb Transplant: credit scoring from finance → supplier AI readiness. Observable external signals (job postings, patents, ISO certifications) without requiring entity cooperation.
EcoVadis does supplier sustainability scoring, TealBook does data enrichment, RapidRatings does financial health, Resilinc does disruption risk. NONE score technology/AI readiness specifically. Gap confirmed in the category.
structural adoption barrier (double weight): demand is LATENT not acute. BMW hasn't mandated AI readiness. Mittelstand resistsscoring. Pain is future not present — item #51 on a 50-item priority list.
42% conviction — below threshold. Genuine gap but demand unproven and latent. WHAT CHECK failed on CURRENT step: procurement director not urgently seeking this.
Positional kill review: demand timing is the issue, not the concept. Pivot attempted: sell score to SUPPLIERS not OEMs (self-improvement motive). Failed: structural adoption barrier still blocks, no OEM mandate creates supplier demand.
Tried: flip buyer from OEM to supplier (self-improvement motive). Reason: structural adoption barrier still blocks on supplier side; no OEM mandate creates demand. Kill confirmed fundamental.
Kill Reason
Demand is latent and unproven — BMW procurement has 50 higher-priority concerns than 'are my suppliers AI-ready,' and no major OEM has mandated AI readiness in procurement criteria (unlike quality certifications like IATF 16949). The structural adoption barrier applies on both sides: Mittelstand suppliers culturally resist AI readiness scoring as a measure of their value, and buyers haven't created urgency by mandating it.
Risk Analysis
Risk analysis available for latest engine ideas.
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killed: Feature absorption by APS vendors (SAP IBP already has planner notes — extending to structured override pattern recognition is a natural feature) combined with a textbook structural adoption barrier: demand planners' tribal knowledge is simultaneously their biggest frustration and their job security. Systematizing it makes them replaceable — they will resist adoption structurally.
killed: Open-source middleware (HAMi) already provides heterogeneous AI computing virtualization for free. Proprietary play is squeezed between free open-source and vertically integrated hardware vendor ecosystem.
killed: 5+ funded competitors including Cast AI ($1B valuation), OneChronos (backed by Nobel laureate), Akash Network (decentralized, 80% cheaper), Argentum AI (blockchain-settled). Market is claimed with massive capital.