AI-Ready Intelligence for
From use-case discovery to verified deployment — in weeks, not years.
Verified vendor intelligence, use-case discovery, and deployment infrastructure for enterprise AI adoption.
The Problem
Seventy-eight percent of insurance executives name AI as their top strategic priority. Yet fewer than 12% have moved beyond proof-of-concept. The gap isn't ambition — it's infrastructure.
Buyers face a fragmented landscape of 2,400+ AI vendors making unverified claims, regulatory frameworks that shift quarterly, and internal teams stretched across competing priorities.
The enterprises that will lead in AI aren't the ones with the largest budgets. They're the ones with the best intelligence.
18-month evaluation cycles. Failed pilots. Millions in sunk cost.
The AI Granary Approach
From first question to production deployment.
Identify and prioritize AI use cases mapped to your lines of business, regulatory environment, and operational readiness.
Evaluate data maturity, integration landscape, and organizational readiness against industry benchmarks.
Access verified vendor intelligence — capabilities, compliance, references, and pricing — filtered to your requirements.
Build the business case with benchmarked ROI data and regulatory risk assessments from real deployments.
Execute with a structured playbook, multi-vendor coordination, and an implementation champion on your side.
What Buyers Get
Every decision backed by verified data.
Map 150+ AI use cases across claims, underwriting, distribution, and operations — ranked by feasibility, risk, and ROI.
Assess data maturity across policy, claims, and customer systems against the requirements of your target use cases.
Every vendor independently verified — certifications, references, integrations, and compliance. No pay-to-play rankings.
State AI regulations, NAIC bulletins, DOI requirements, EU AI Act — continuously updated and mapped to your use cases.
Build board-ready business cases with benchmarked data from comparable deployments, not vendor projections.
Stage-gated framework from pilot to production with evaluation criteria, scorecards, and governance templates.
Browse, compare, and shortlist verified AI solutions in a marketplace built for enterprise procurement.
The Trust Standard
A proprietary 100-point scoring framework that provides an independent, analyst-verified trust signal for every enterprise AI vendor on the platform.
Five dimensions. 25 sub-criteria. Three verification layers. Built from domain expertise across 700+ enterprise AI transformations.
Example Vendor Assessment
Illustrative GRAIN score breakdown
Enterprise Capable
Five Dimensions of Trust
Each dimension is independently assessed and scored 0–20 based on verified evidence, not vendor claims.
Security, compliance & AI ethics
Security certifications, regulatory compliance, AI explainability, and bias controls — verified against primary sources.
Example verification
Delivery capability & track record
Implementation track record, pricing clarity, financial viability, team depth, and partner ecosystem.
Example data points
Platform integration depth
Integration depth verified to specific system, version, and deployment type. Technical fit, not marketing claims.
Example platform verification
AI architecture & model quality
AI architecture sophistication, model stack, explainability quality, hallucination controls, and governance practices.
Example technical assessment
Verified outcomes & proof
Verified customers, quantified outcomes, multi-geography deployment, and analyst recognition. Proof, not promises.
Example verified outcome
Score Bands
Three-Layer Verification
Certifications confirmed against primary evidence. SOC 2 Type II actually issued — not "in progress." Customer references verified as production deployments, not stalled pilots.
Integration claims verified to exact platform, version, and deployment type. Guidewire ClaimCenter 10.2 Cloud is a different integration than ClaimCenter 9.0 on-prem.
Every outcome tagged to specific use case, organization size, line of business, platform environment, and time to value. Context-specific, not generic marketing claims.
GRAIN scores, verification statuses, and all associated data shown on this page are illustrative examples only and do not represent the assessment of any specific vendor. Actual scores are generated through AIgranary's proprietary analyst-led methodology and may differ materially from examples shown.
GRAIN scores are based on information available to AIgranary at the time of assessment and are subject to change as new information becomes available. Scores reflect independent analysis and are not a guarantee of vendor performance, suitability, or future results. The GRAIN framework, scoring methodology, sub-criteria weightings, and verification processes are proprietary to AIgranary and may not be reproduced, reverse-engineered, or used for commercial purposes without express written consent.
AIgranary does not provide legal, financial, or procurement advice. GRAIN scores should be used as one input among many in enterprise decision-making. Organizations should conduct their own due diligence before making vendor selection or purchasing decisions. AIgranary makes no representations or warranties, express or implied, regarding the completeness, accuracy, or reliability of any vendor data, and disclaims all liability for decisions made in reliance on platform content.
Verified, Not Advertised
AI Granary operates a multi-level verification system for every vendor on the platform. This isn't a directory. It's an intelligence service.
Every SOC 2, ISO 27001, HITRUST, and regulatory certification is independently confirmed — not self-reported. Proof documents reviewed, cross-referenced, and timestamped.
Named customers, deployment stages, and outcomes verified through direct outreach. No anonymous logos. No "undisclosed Fortune 500" claims.
Vendor profiles aren't static snapshots. Funding changes, leadership transitions, compliance lapses, and product pivots tracked and surfaced in real time.
Are you an AI vendor? Learn how verification works →
Early Access
We're onboarding a select group of insurance carriers and AI vendors for our initial cohort. Early access members shape the platform.
Backed by the Global AI Forum · Built for enterprise · Launching 2026