VAST Data Public-Source Startup Diligence Report
Proceed only with full data-room verification: public sources support the category narrative, but do not prove ARR quality, gross margin, retention, concentration, supplier resilience, compliance, or exit economics.
VAST Data Public-Source Startup Diligence Report
VAST Data has public evidence supporting private-unicorn status at $80B and a coherent an AI-era enterprise data platform and AI Operating System positioning. The main diligence blockers are private financial quality, valuation support, customer concentration, product economics, operational dependencies, regulatory/security posture, and governance records.
Audited financials, revenue, gross margin, burn, runway, CAC/payback, and retention are not publicly verifiable.
Diligence request: Request audited financials, management accounts, revenue bridge, gross margin, burn, runway, and debt schedule.
Public customer proof does not disclose customer-level revenue, renewal rates, churn, backlog, or contract terms.
Diligence request: Request customer export, top contracts, renewal/churn cohorts, and reference calls.
Public valuation does not reveal preferred terms, investor rights, secondary trades, option pool, or exit waterfall.
Diligence request: Request cap table, financing documents, investor-rights agreements, 409A, and secondary/tender materials.
Enterprise storage/AI data deployments may depend on hardware supply, cloud/on-prem environments, partner integrations, and support SLAs.
Diligence request: Request supplier/partner contracts, SLAs, redundancy plans, concentration analysis, and incident history.
VAST handles enterprise customer data environments, so privacy, security, data residency, contractual commitments, and IP ownership require diligence.
Diligence request: Request regulatory matrix, policies, audits, incident logs, legal schedule, and compliance testing.
The enterprise storage, AI data platforms, and high-performance data infrastructure market includes well-capitalized incumbents and specialists.
Diligence request: Request win/loss, pricing benchmarks, churn reasons, and product usage data.
Public product scope is broad, but roadmap delivery, release quality, implementation economics, and support load are private.
Diligence request: Request roadmap, release history, support metrics, implementation economics, and customer adoption cohorts.
Public hiring/careers evidence does not disclose function mix, attrition, compensation, retention, or succession planning.
Diligence request: Request HRIS census, attrition, compensation, offer acceptance, engagement surveys, and key-person agreements.
Audited financials, revenue quality, margin, burn, and runway are not public. CB Insights provides a $80B unicorn-list valuation anchor; cap-table terms are private. Tax positions, incentives, grants, and payroll/indirect tax compliance are not publicly verifiable.
partially verified confidence: medium
Audited financials, revenue quality, margin, burn, and runway are not public.
| metric | public signal | verification status | diligence request |
|---|---|---|---|
| Revenue / ARR | Not disclosed | not_publicly_verifiable | Provide monthly revenue/ARR bridge and recognition policy. |
| Gross margin | Not disclosed | not_publicly_verifiable | Provide gross margin by SKU/customer cohort, support and infrastructure costs. |
| Burn and runway | Not disclosed | not_publicly_verifiable | Provide cash balance, burn, runway, debt schedule, budget-to-actuals. |
verified confidence: medium
CB Insights provides a $80B unicorn-list valuation anchor; cap-table terms are private.
| date | event | amount or valuation | source | diligence request |
|---|---|---|---|---|
| 2020-04-16 | CB Insights unicorn list entry | $80B | CB Insights | Reconcile to financing documents, 409A, tender/secondary transactions, and current cap table. |
| not publicly disclosed in reviewed sources | Latest priced primary/secondary financing | not_publicly_verifiable | public sources reviewed | Provide round documents, share class terms, investor allocation, and use of proceeds. |
| current | Runway and debt schedule | not_publicly_verifiable | public sources reviewed | Provide cash, burn, runway, credit facilities, warrants, and covenants. |
| stakeholder or instrument | public signal | status | diligence caveat |
|---|---|---|---|
| Norwest Venture Partners, Goldman Sachs, Dell Technologies Capital | Listed as select investors by CB Insights | partially_verified | Ownership percentages, board rights, liquidation preferences, and pro rata rights are private. |
| Common/option holders | Not publicly disclosed | not_publicly_verifiable | Option pool, exercises, repurchases, and secondary eligibility require cap-table review. |
| Debt/project finance/credit | Not publicly disclosed in reviewed public sources | not_publicly_verifiable | Debt instruments, liens, covenants, and repayment priorities require counsel/accounting review. |
partially verified confidence: medium
Tax positions, incentives, grants, and payroll/indirect tax compliance are not publicly verifiable.
VAST publicly describes a broad AI data platform with DataStore, DataBase, DataSpace, and AI Operating System components. VAST architecture appears centered on unified enterprise data infrastructure for structured/unstructured data and AI agents; implementation dependencies require private validation. Public customer or proof-point evidence does not disclose retention, usage cohorts, or customer economics.
verified confidence: medium
VAST publicly describes a broad AI data platform with DataStore, DataBase, DataSpace, and AI Operating System components.
| product area | public evidence | buyer or user | verification status |
|---|---|---|---|
| VAST DataStore | All-flash file, object and table storage for the exabyte AI era. | Enterprise AI/data infrastructure buyers | verified |
| VAST DataBase | Low-latency query processing across structured and unstructured data. | Data/AI platform teams | verified |
| VAST DataSpace | Platform component publicly listed by VAST. | Enterprise data teams | verified |
| VAST AI Operating System | Connects and understands enterprise data for agents, apps, and humans. | AI factory and agent builders | verified |
| item | public evidence | status | diligence request |
|---|---|---|---|
| List pricing | Not disclosed in reviewed public sources | not_publicly_verifiable | Provide list pricing, discounting, net revenue retention, and gross margin by package. |
| Implementation/professional services | Not disclosed | not_publicly_verifiable | Provide implementation timelines, cost-to-serve, support load, and customer success staffing. |
| Roadmap / packaging changes | Public product positioning only | partially_verified | Provide 24-month roadmap, release history, and SKU attach rates. |
verified confidence: medium
VAST architecture appears centered on unified enterprise data infrastructure for structured/unstructured data and AI agents; implementation dependencies require private validation.
| component | public signal | dependency or gap | risk |
|---|---|---|---|
| Enterprise data platform | Unified platform for structured/unstructured enterprise data | Deployment architecture and SLAs private | Implementation/support complexity |
| AI workloads | Platform built to power AI factories and agents | Customer workload mix and performance benchmarks private | Performance and scale risk |
| Partner/ecosystem | Platform page links partner/product ecosystem signals | Contractual dependencies private | Concentration and support risk |
partially verified confidence: medium
Public customer or proof-point evidence does not disclose retention, usage cohorts, or customer economics.
VAST publishes customer proof-point pages but customer concentration, renewal, and deployment economics are private. Public relationship evidence is insufficient to verify pipeline conversion or contract quality. Enterprise data infrastructure deployments create dependency risk around hardware, cloud/on-prem environments, partners, and support commitments.
partially verified confidence: medium
VAST publishes customer proof-point pages but customer concentration, renewal, and deployment economics are private.
| customer or signal | public evidence | verification status | gap |
|---|---|---|---|
| Customer/case-study page | VAST says customers are revolutionizing the AI landscape with VAST Data | partially_verified | Need customer list, ARR, references, deployment status, and churn. |
| AI landscape positioning | Customer page frames AI customer outcomes | partially_verified | Need ROI methodology and independent references. |
| Top-account concentration | Not disclosed | not_publicly_verifiable | Need top-20 customer revenue and renewal schedule. |
verified confidence: medium
Public relationship evidence is insufficient to verify pipeline conversion or contract quality.
| partner type | public signal | value or risk | diligence request |
|---|---|---|---|
| Technology partners | Platform ecosystem references | Can accelerate adoption but create dependency | Provide partner contracts and sourced revenue. |
| Resellers/integrators | Not fully public in reviewed sources | Channel concentration risk | Provide channel mix and reseller terms. |
| Strategic customers | Customer page proof points | Reference value but potential concentration | Provide customer contracts and references. |
verified confidence: medium
Enterprise data infrastructure deployments create dependency risk around hardware, cloud/on-prem environments, partners, and support commitments.
| dependency | role | public evidence | diligence request |
|---|---|---|---|
| Hardware/storage supply chain | Customer deployments and support | Inferred from storage/data-platform product scope | Provide BOM, supplier concentration, lead times, and warranty/returns. |
| Cloud/on-prem environments | Deployment target | Enterprise data platform positioning | Provide deployment mix, SLAs, uptime, and support metrics. |
| AI infrastructure ecosystem | Workload and partner adjacency | AI factory/agent platform positioning | Provide partner contracts, benchmark results, and customer architecture. |
VAST Data operates in enterprise storage, AI data platforms, and high-performance data infrastructure; public sources do not quantify TAM/SAM/SOM or share. The public product category implies competition from incumbents and specialists. Public differentiation claims require private proof through retention, usage, margins, and switching costs.
verified confidence: medium
VAST Data operates in enterprise storage, AI data platforms, and high-performance data infrastructure; public sources do not quantify TAM/SAM/SOM or share.
verified confidence: medium
The public product category implies competition from incumbents and specialists.
| competitor | segment | overlap | pressure |
|---|---|---|---|
| Pure Storage | Enterprise storage | Flash storage and data services | Incumbent scale and enterprise relationships |
| NetApp | Enterprise storage/data management | Hybrid cloud storage and data management | Large installed base and procurement leverage |
| Dell Technologies | Infrastructure incumbent | Storage/server/channel overlap | Bundled infrastructure pricing pressure |
| Weka/DDN | AI/HPC storage specialists | High-performance AI data infrastructure | Specialized AI workload competition |
| Snowflake/Databricks | Data platform | Analytics/data platform adjacency | Platform budget competition |
verified confidence: medium
Public differentiation claims require private proof through retention, usage, margins, and switching costs.
| axis | public position | private validation needed | evidence strength |
|---|---|---|---|
| AI data platform breadth | DataStore/DataBase/DataSpace/AI OS public product breadth | Usage, attach, and renewal by component | medium |
| Performance/scalability | AI factory and hyperscale positioning | Independent benchmarks and customer workload evidence | medium |
| Enterprise trust | Customer proof-point pages | Security certifications, support SLAs, and renewal data | medium |
Public pages show category and proof points but do not disclose channel mix or CAC. Pipeline, bookings, discounts, and revenue operations controls are not publicly verifiable. Public product and customer/career pages support brand presence but not demand efficiency.
verified confidence: medium
Public pages show category and proof points but do not disclose channel mix or CAC.
| channel | public evidence | likely motion | gap |
|---|---|---|---|
| Direct enterprise sales | Enterprise platform positioning | Enterprise field sales | CAC/payback and sales productivity not public. |
| Customer references | Customer page/case-study links | Reference-led enterprise sales | Reference conversion and concentration not public. |
| Partner ecosystem | Product/platform ecosystem signals | Technology/channel partnerships | Partner-sourced revenue not public. |
partially verified confidence: medium
Pipeline, bookings, discounts, and revenue operations controls are not publicly verifiable.
verified confidence: medium
Public product and customer/career pages support brand presence but not demand efficiency.
| signal | public evidence | diligence interpretation | request |
|---|---|---|---|
| AI-era platform positioning | VAST platform page | Clear thematic positioning | Validate pipeline by segment and campaign ROI. |
| Customer stories page | VAST customer page | Supports proof points but curated | Obtain independent references. |
| Careers page | Public careers page | Supports hiring signal | Obtain headcount/hiring plan. |
Public product breadth implies R&D scale, but process, staffing, and quality metrics are private. IP ownership, patent/trademark coverage, OSS use, and roadmap are not fully publicly verified. Scalability and reliability claims require logs, benchmarks, incidents, and customer deployments.
verified confidence: medium
Public product breadth implies R&D scale, but process, staffing, and quality metrics are private.
| area | public signal | status | diligence request |
|---|---|---|---|
| AI Operating System | Platform component for enterprise context and agents | public product area | Provide roadmap, architecture, benchmarks, and customer adoption. |
| DataStore/DataBase/DataSpace | Public platform components | public product areas | Provide SKU revenue, roadmap, and reliability metrics. |
| Engineering/hiring | Careers page | public hiring signal | Provide R&D headcount, attrition, and productivity. |
partially verified confidence: medium
IP ownership, patent/trademark coverage, OSS use, and roadmap are not fully publicly verified.
| asset or process | public signal | verification status | diligence request |
|---|---|---|---|
| Patents/trademarks | Not comprehensively verified in this public-source pass | not_publicly_verifiable | Provide IP schedule, assignments, prosecution history, and licenses. |
| Open-source/software dependencies | Not disclosed | not_publicly_verifiable | Provide OSS inventory, SBOM, license policy, and vulnerability remediation history. |
| Technical roadmap | Public product positioning only | partially_verified | Provide roadmap, milestones, release quality metrics, and technical debt register. |
verified confidence: medium
Scalability and reliability claims require logs, benchmarks, incidents, and customer deployments.
Board, governance, investor rights, and executive agreements are not public. Careers evidence supports hiring activity; headcount, function mix, attrition, and compensation are private. Culture/conduct records and retention signals are not publicly verifiable.
partially verified confidence: medium
Board, governance, investor rights, and executive agreements are not public.
| item | public signal | verification status | diligence request |
|---|---|---|---|
| Senior leadership / board | Not fully verified from reviewed sources | not_publicly_verifiable | Provide leadership roster, board minutes, committee charters, investor rights, and succession plans. |
| Hiring signals | VAST maintains a public careers page, indicating ongoing hiring and organizational scale signals, but role counts and attrition are not public. | partially_verified | Provide HRIS census, attrition, hiring plan, compensation, and option grants. |
| Key-person risk | Not publicly verifiable | not_publicly_verifiable | Provide executive agreements, retention packages, founder vesting, and succession plan. |
partially verified confidence: medium
Careers evidence supports hiring activity; headcount, function mix, attrition, and compensation are private.
partially verified confidence: medium
Culture/conduct records and retention signals are not publicly verifiable.
| signal | public result | status | request |
|---|---|---|---|
| Executive departures | Not comprehensively verified in reviewed public sources | not_publicly_verifiable | Provide last-24-month executive departures and reasons. |
| Employee attrition | Not disclosed | not_publicly_verifiable | Provide attrition by function, manager, location, and regretted/non-regretted status. |
| Culture/conduct matters | Not disclosed | not_publicly_verifiable | Provide employee relations log, investigations, claims, and survey results. |
Material contracts, corporate records, credit agreements, and board materials are private. Privacy, data rights, security, contractual commitments, and potential IP issues require private legal/security diligence. Privacy/IP/data-rights diligence requires private schedules and security/compliance evidence.
partially verified confidence: medium
Material contracts, corporate records, credit agreements, and board materials are private.
partially verified confidence: medium
Privacy, data rights, security, contractual commitments, and potential IP issues require private legal/security diligence.
| matter | public evidence | risk | diligence request |
|---|---|---|---|
| Enterprise data privacy/security | Privacy policy and data platform positioning | Customer data, confidentiality, and data-residency obligations | Provide SOC/ISO, DPAs, security audits, incident logs. |
| Contractual SLAs/support | Enterprise platform deployment model | Performance/support commitments | Provide customer contracts, SLAs, support history. |
| IP ownership | Not fully verified | Patent/trademark/software assignment issues | Provide IP schedule and invention assignments. |
partially verified confidence: medium
Privacy/IP/data-rights diligence requires private schedules and security/compliance evidence.
| category | public result | verification status | diligence request |
|---|---|---|---|
| Pending lawsuits against company | Not comprehensively verified from reviewed public sources | not_publicly_verifiable | Counsel to provide litigation schedule, threatened claims, reserves, and docket search. |
| Lawsuits initiated by company | Not comprehensively verified | not_publicly_verifiable | Provide enforcement, collections, IP, and commercial disputes schedule. |
| Material IP | Not comprehensively verified | not_publicly_verifiable | Provide patent/trademark/copyright/license schedule and invention assignments. |
| Regulatory/agency actions | Not comprehensively verified | not_publicly_verifiable | Provide agency correspondence, permits, audits, notices, and remediation history. |
| ID | Claim | Status | Sources |
|---|---|---|---|
| E1 | VAST Data is listed as a current CB Insights unicorn valued at $80B. | verified high | S1 |
| E2 | VAST Data publicly describes its core platform as an AI-era enterprise data platform and AI Operating System. | verified medium | S2 |
| E3 | VAST Data has multiple publicly described product components. | verified medium | S2 |
| E4 | VAST Data publishes public customer or market proof points. | partially verified medium | S3 |
| E5 | VAST Data publishes privacy or terms disclosures that show regulated or sensitive operational scope. | verified medium | S4 |
| E6 | VAST Data has public hiring or careers signals. | partially verified medium | S5 |
| E7 | VAST Data faces significant competitive pressure in enterprise storage, AI data platforms, and high-performance data infrastructure. | partially verified medium | S2S1 |
| E8 | VAST Data's financial statements, revenue quality, cap table, customer concentration, and legal schedules are not publicly verifiable. | not publicly verifiable high | S1S2 |
| E9 | VAST Data's business has material supplier, infrastructure, or partner dependencies. | partially verified medium | S2 |
| E10 | VAST Data's public valuation is not sufficient to verify current fair value or exit economics. | not publicly verifiable high | S1 |
| ID | Publisher | Title | Accessed |
|---|---|---|---|
| S1 | CB Insights | The Complete List Of Unicorn Companies | 2026-05-30 |
| S2 | VAST Data | VAST Data Platform | 2026-05-30 |
| S3 | VAST Data | Customers | VAST Data | 2026-05-30 |
| S4 | VAST Data | VAST Data Privacy Policy | 2026-05-30 |
| S5 | VAST Data | Careers | VAST Data | 2026-05-30 |
This report is a public-evidence diligence snapshot, not investment advice. Important financial, legal, technical, and contractual facts remain non-public and should be verified directly with management and primary documents before any investment decision.