Prism
as-of 2026-04-21
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Dbvisit

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Database disaster recovery (StandbyMP v12.3)

Database DRAuckland, New ZealandAcquired 2024-06 (#8)24 employees~$4.5m revenue (est)dbvisit.com ↗

“2,000+ customers across 120+ countries”

AVCI
60
AI Value-Creation Index

Seven-dimension scorecard

D1
Product & ICP Fit
78

Oracle SE DR is defensible niche; also SQL Server, PostgreSQL; 120+ countries genuine global reach.

D2
Architecture Health
75

Multi-platform CLI (dbvcli), REST API, cloud test drive; v12.x active development.

D3
AI Readiness
15

NIL AI features. No ML anomaly detection, no AI failover, no LLM. Datadog DBM / Percona emerging threat.

D4
Product Velocity
80

v11 (Feb 2022) → v11.1 → v12 → v12.1 → v12.2 (Sep 2025) → v12.3 (Dec 2025). Strong 2025 velocity.

D5
Competitive Pressure
65

Oracle Data Guard free for EE; AWS/Azure native DR improving; Datadog/Percona AI-DB emerging.

D6
Data Moat
45

'Gold Standard' brand; 96% CSAT; DR test drive + integrity verification proprietary methodology.

D7
Expansion Surface
82

120+ countries, 200+ partners, OCI/AWS/Azure multi-cloud; Oracle FSDR integration extends reach.

Endorsed AI plays

Replication-health anomaly detection + NL DBA assistant

Datadog DBM + Percona pushing AI-driven DB observability — Dbvisit's NIL AI is a gap. 2000+ customers × replication telemetry = training data.

mediumproposed
Effort
10 weeks
Expected lift
Product parity with AI-DB competitors; justifies premium tier; lighthouse via NHS / NZX.
Owner
Dbvisit CTO

Evidence drill-down

D1

Product & ICP Fit

Clarity of ICP, breadth of product, defensibility of niche.

78

Score rationale: Oracle SE DR is defensible niche; also SQL Server, PostgreSQL; 120+ countries genuine global reach.

  • scale_claim'2000+ customers across 120+ countries'; 200+ certified partners; 96% CSAT, 95% retention.
    high
    https://dbvisit.com/· fetched 2026-04-21
  • named_customersNZX, 7-Eleven, Mainfreight, NHS (UK), Hitachi, Carrefour, Etihad Airways, Singtel, Coqlico (France), FlyEgypt equivalent, NEC for UK DfT.
    high
    https://dbvisit.com/case-studies· fetched 2026-04-21
D2

Architecture Health

Modernity, scalability, technical-debt risk.

75

Score rationale: Multi-platform CLI (dbvcli), REST API, cloud test drive; v12.x active development.

D3

AI Readiness

Levels: None → Claimed → Shipped-single → Shipped-multi → AI-native.

15

Score rationale: NIL AI features. No ML anomaly detection, no AI failover, no LLM. Datadog DBM / Percona emerging threat.

  • ai_gapNO AI features in product. No ML anomaly detection, no AI-driven failover, no LLM. Dbvisit product remains deterministic physical replication.
    high
    https://dbvisit.com/· fetched 2026-04-21
D4

Product Velocity

Rate of customer-visible value delivery.

80

Score rationale: v11 (Feb 2022) → v11.1 → v12 → v12.1 → v12.2 (Sep 2025) → v12.3 (Dec 2025). Strong 2025 velocity.

D5

Competitive Pressure

How fast vertical AI-native competitors are closing in.

65

Score rationale: Oracle Data Guard free for EE; AWS/Azure native DR improving; Datadog/Percona AI-DB emerging.

D6

Data Moat

Exclusive, proprietary data that could power defensible AI.

45

Score rationale: 'Gold Standard' brand; 96% CSAT; DR test drive + integrity verification proprietary methodology.

No cited signals yet for this dimension.

D7

Expansion Surface

Adjacent workflows or geos into which to expand.

82

Score rationale: 120+ countries, 200+ partners, OCI/AWS/Azure multi-cloud; Oracle FSDR integration extends reach.

No cited signals yet for this dimension.