EVE AI Core
The Infrastructure of No.
Collibra is a capable AI governance & GRC platform. If you are evaluating it, here is the surrounding market — including the enforcement & evidence layer Collibra does not target — with every claim drawn from public documentation as of 2026.
Collibra is an enterprise data & analytics governance and catalog platform (~$5.25B valuation, Series G) that has extended into AI governance via its AI Command Center. It is a recognized Leader in Gartner's Magic Quadrant for Data and Analytics Governance Platforms (2025 and 2026) — note that is the data-and-analytics-governance Magic Quadrant, not the AI Governance Platforms Magic Quadrant. It holds SOC 2, ISO 27001, ISO 42001, and FedRAMP. Its strengths are genuine: a unified AI registry as a system of record, end-to-end data-and-AI lineage, and framework-mapped compliance documentation.
Teams evaluate alternatives when they need a different layer of the stack — most often a deterministic enforcement plane that decides each regulated action before it runs and produces signed, replayable evidence. That is a different job from AI governance & GRC, and it is where EVE CoreGuard leads.
Best for: regulated decisions (lending, healthcare, claims, trading) that must be enforced at the moment of decision and proven to an examiner — the gap Collibra does not fill.
| Dimension | EVE CoreGuard | Collibra |
|---|---|---|
| Primary purpose | Deterministic pre-execution governance & enforcement (the enforcement plane) | Enterprise data & analytics governance / catalog, extended into AI governance (AI Command Center) |
| Enforcement timing | Pre-execution gate — decides ALLOW / BLOCK / MODIFY before the action runs | Governance workflow, registry, lineage & documentation; AI lifecycle decisions are post-hoc (approve / stage / remediate / retire), not runtime blocking |
| Decision model | Deterministic rule evaluation — same input always yields the same verdict | Governance workflow + a deterministic "AI Trust Score" (observational assessment metric, not a pre-execution gate) |
| Zero-LLM enforcement verdict | ✓ Zero-LLM enforcement verdict (Layer A) | — Publicly documented capability not identified. |
| Fail-closed runtime blocking | ✓ Fail-closed by default | — Post-hoc lifecycle governance, not runtime blocking; Publicly documented capability not identified. |
| Cryptographic decision certificate | ✓ ECDSA P-384-signed decision certificate per verdict | — Publicly documented capability not identified. |
| Offline / replay verification | ✓ Offline + replay verification | — Publicly documented capability not identified. |
| Runtime attestation | ✓ Runtime attestation (attestation-bound execution authority) | — Publicly documented capability not identified. |
| Signed audit lineage | ✓ Signed audit lineage (signed audit bus + Merkle roots) | Partial — extensive audit trail + automated data-and-AI lineage, but cryptographically signed, tamper-evident, offline-verifiable per-decision certificates: Publicly documented capability not identified. |
| AI registry & framework mapping | Partial — regulatory packs, not a portfolio registry | ✓ Core strength — unified AI registry, end-to-end lineage, EU AI Act / NIST templates |
| Deployment | SaaS, VPC, or on-prem — no data leaves your tenant | SaaS / FedRAMP cloud / hybrid / on-prem (Collibra Platform Self-Hosted); air-gapped Publicly documented capability not identified. |
✓ = publicly documented · Partial = partial / configurable · — = "Publicly documented capability not identified."
Peers in the same category as Collibra — the most direct head-to-head alternatives.
Different layers of the AI governance stack — observability, AI security, and open-source guardrails. Many regulated teams run more than one.
Tell us your regulated decision and we will walk it through EVE CoreGuard — including a signed decision record you can verify offline. Pilot from $37,500; Enforcement from $150,000/yr.
Comparison based on publicly available product documentation as of August 2026; competitor capabilities evolve — verify current specifics with each vendor. Capabilities not found in public documentation are marked "Publicly documented capability not identified." Each product named is a trademark of its respective owner; this independent comparison is not affiliated with or endorsed by them. Related: All comparisons · EVE CoreGuard.