For Buyers
Find validated,
compliance-ready data
Auditable provenance. Direct licensing. No legal ambiguity. From institutional and proprietary sources — verified before you see it.
Why VeridatAI
AI teams spend more time procuring and validating data than building models. Current procurement workflows are slow, expensive, and legally risky.
How It Works
A structured procurement pipeline that replaces months of manual work with automated verification and standardized licensing.
#01
Search
Metadata-indexed catalog with semantic search. Browse quality scores, data types, and coverage areas without exposing raw data.
Semantic search · Filters · Metadata-only
#02
Verify
Review cryptographic quality attestations. Schema, completeness, freshness, and provenance — all verified with math, not trust.
Zero-knowledge proofs · SHA-256
#03
License
Standardized terms with machine-readable licenses. Direct from the data holder. No intermediary markup or ambiguous usage rights.
ODC · CC · Custom · Machine-readable
#04
Receive
Platform-agnostic delivery. Data sent directly from holder to your environment via your preferred infrastructure.
Snowflake · Databricks · AWS · GCP
#05
Audit
Full compliance trail generated automatically. EU AI Act Annex IV documentation, consent chains, and usage records included.
Annex IV · GDPR · Immutable log
Dataset Catalog
Every listing includes cryptographic attestations, quality scores, compliance documentation, and standardized licensing — before you commit.
Quality Attestations
Verify quality with
cryptography, not trust
Every dataset comes with a cryptographic quality attestation — generated
on-premise, independently verifiable, tamper-evident. You know exactly
what you're getting before you commit.
Schema validation
Column types, constraints, and relationships verified against declared specification
Statistical profiling
Distribution analysis, outlier detection, completeness scoring across every field
Provenance verification
Chain of custody from collection to listing, including consent chain and data lineage
Freshness scoring
Temporal analysis with decay modeling — know exactly how current the data is
Who This Is For
Built for teams building next-gen AI
Whether you're training foundation models or building domain-specific
applications, verified data is the competitive advantage.
#01
AI/ML Teams
A lightweight validation agent
deploys inside the data holder's
environment. Runs on any infrastructure — cloud, on-prem, or hybrid. No data egress required.
Training data · Fine-tuning ·
Evaluation sets
#02
Enterprise Procurement
Compress 6-month procurement cycles to days. Automated compliance documentation. Standardized licensing eliminates per-deal legal review.
Vendor management · Compliance ·
Legal
#03
Startups & Scale-ups
Move fast without compromising on quality or legal standing. Competitive pricing with transparent quality scores. No minimum commitments.
Speed · Flexibility · No lock-in
#04
Research Institutions
Cross-institutional datasets with
academic pricing and grant compatible licensing. Reproducibility requirements supported with full provenance chains.
Grant-compatible · Reproducible ·
Cross-institutional
Data Bounties
Can't find what you need? Post a bounty.
Every dataset comes with a cryptographic quality attestation — generated on-premise, independently verifiable, tamper-evident. You know exactly what you're getting before you commit.
Comparison
VeridatAI vs. traditional data procurement
DIMENSION
Procurement timeline
Quality verification
Provenance
Legal costs
Compliance documentation
Data delivery
Pricing transparency
Days (automated compliance)
Cryptographic attestations
Auditable chain of custody
Standardized licenses included
Auto-generated (EU AI Act, GDPR)
Platform-agnostic (Snowflake, AWS, etc.)
Algorithmic, market-based
TRADITIONAL
3–6 months (manual review)
Self-reported claims
Unverifiable
$10K–50K per deal
Manual preparation
Platform-locked
Opaque, negotiated
Architecture
What buyers ask us most
How do I know the data quality before purchasing?
Every dataset includes a cryptographic quality attestation covering schema compliance, completeness, uniqueness, consistency, freshness, and provenance. These are generated on-premise and independently
verifiable.
What compliance documentation is included?
EU AI Act Annex IV provenance documentation, GDPR Article 30 records of processing, and HIPAA BAAs (where applicable) are auto-generated and included with every licensed dataset.
How does data delivery work?
Data is delivered peer-to-peer from the holder's environment directly to yours. We support Snowflake, Databricks, AWS S3, Google Cloud Storage, and direct download. No platform lock-in.
What if the data doesn't meet my requirements?
Quality attestations allow you to verify exact specifications before purchase. If delivered data deviates from the attestation, our escrow framework protects your investment with milestone-based release.
Can I request custom datasets?
Yes. Our Data Bounty system lets you post specific requirements. We match your request to qualified holders, manage fulfillment, and verify quality before you pay.
What are the pricing models?
Pricing is algorithmic and market-based — determined by dataset uniqueness, quality score, freshness, and competitive supply. No arbitrary markup. Academic and volume discounts available.