- If your procurement requirement is for a mature, widely reviewed enterprise product with abundant third-party validation
- Public, third-party review coverage and vendor-published, independently validated enterprise references were limited in the materials reviewed; this increases the vendor diligence requirements for procurement.
- If the use case does not require cryptographic proofs of query execution
- Proof-generation infrastructure adds steps and operational complexity; traditional indexers or warehouses may be simpler and more cost-effective when cryptographic proof is not required.
- If fixed, static pricing tiers are required for procurement
- Public materials emphasize usage-based billing and compute credits rather than fixed tiers, which can complicate procurement for organizations that need guaranteed, fixed costs.
- If published security/compliance certifications are mandatory
- Public SOC 2 or ISO documentation was not identified in the materials reviewed; regulated buyers should require proof of certifications during diligence.
- Limited third-party review coverage
- Difficulty locating traditional enterprise review listings increases the time and effort required for vendor diligence and third-party benchmarking.
- Public security/compliance documentation gaps
- SOC 2 / ISO and other enterprise compliance documentation were not clearly accessible in the materials reviewed; buyers should request these documents directly from the vendor.
- Complexity and operational overhead
- The architecture separates off-chain storage and on-chain commitments and relies on prover nodes and verification pathways, which can increase operational complexity relative to a centralized indexer or warehouse solution.
- Roadmap and network maturity
- The vendor has published roadmap items and testnet/mainnet announcements; procurement evaluation should include verification of current network status, stability, and production readiness.
- Token-related perception risks
- Community commentary includes concerns about token utility and project execution that may influence market perception. Buyers should evaluate commercial product maturity independently of token-related community sentiment.