Evidence-aware AI technology intelligence · 2026

199 AI platforms.
One decision system.

A decision-grade operating map for selecting AI products by capability, evidence status, economics and organizational fit — replacing listicle browsing with structured evaluation.

199curated technologies
—capability classes
8decision dimensions
30 Augresearch edition

ImageFirm Score ≠ popularity.

Editorial decision aid across capability, usability, maturity, ecosystem, enterprise readiness, economics, governance and momentum. It is not a laboratory benchmark or vendor claim.

20% CapabilityDepth & breadth
15% UsabilityTime-to-value
15% MaturityReliability
15% EcosystemAPIs & integrations
10% EnterpriseControls
10% EconomicsScaling value
10% GovernancePrivacy & policy
5% MomentumTrajectory

AI technology landscape

Filter → assess evidence → shortlist → compare.

No technologies match those criteria.
Stack architect

Build around the job, not the hype.

Generate a five-product shortlist by objective. Use it as a screening layer; procurement still requires current vendor verification.

Decision comparison

ProductCapabilityIF ScoreEvidencePricingChecked