Strengths
- CB Insights and Series F coverage support the $4.4B private-unicorn valuation anchor.
- Guild publicly announced the rebrand from Guild Education and describes active solutions.
- Public case studies support major-employer proof points.
Diligence report
Guild Education / Guild
Guild Education / Guild Startup Diligence Report
Proceed only with confirmatory diligence: public evidence supports an active enterprise education-benefits and career-mobility platform with major customer stories, but valuation support, revenue quality, customer concentration, security posture, legal schedules and international compliance are mostly private.
Company profile
Guild Education / Guild Startup Diligence Report
Guild Education / Guild remains eligible for this public-source diligence stream based on CB Insights private-unicorn listing, active company-owned web/press/careers evidence and no retained source showing IPO, acquisition of Guild, or shutdown.
- Website
- www.guild.com
- Sector
- Enterprise education benefits, workforce skilling and career mobility platform
- Geography
- United States / Denver, Colorado; announced international expansion
- Stage
- Private unicorn / growth-stage company
- Known aliases
- Guild Education, Guild, Guild Education, Inc., Guild Career Opportunity Platform
- Report version
- 1.0
- Timezone
- UTC
Executive summary
Risks
- Current valuation and financial quality are private.
- Customer concentration, active usage and ROI methodology are unverified.
- Privacy/security and enterprise compliance require data-room review.
Gaps
- Audited financials, KPI pack, cash/debt, cap table and financing documents.
- Top-customer ARR, utilization, NRR/churn, contract terms and customer references.
- SOC/security reports, DPAs, architecture, IP schedule, legal/regulatory/insurance schedules and HRIS records.
Risk register
R-001: Financial quality and valuation support are private
Financial quality and valuation support are private
Diligence request: Request private data-room support, counsel review and references specific to this risk.
R-002: Customer concentration and ROI claims unverified
Customer concentration and ROI claims unverified
Diligence request: Request private data-room support, counsel review and references specific to this risk.
R-006: Privacy, security and data-processing exposure
Privacy, security and data-processing exposure
Diligence request: Request private data-room support, counsel review and references specific to this risk.
R-003: Crowded market and pricing pressure
Crowded market and pricing pressure
Diligence request: Request private data-room support, counsel review and references specific to this risk.
R-004: Product expansion execution risk
Product expansion execution risk
Diligence request: Request private data-room support, counsel review and references specific to this risk.
R-005: Leadership and governance continuity requires verification
Leadership and governance continuity requires verification
Diligence request: Request private data-room support, counsel review and references specific to this risk.
R-008: International expansion compliance complexity
International expansion compliance complexity
Diligence request: Request private data-room support, counsel review and references specific to this risk.
R-009: Technical capacity and roadmap not public
Technical capacity and roadmap not public
Diligence request: Request private data-room support, counsel review and references specific to this risk.
01Financial Information
Financial Information chapter combines public evidence with explicit private diligence gaps for Guild Education / Guild.
I.A Annual and quarterly financial information for the past three years
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Annual and quarterly financial information for the past three years; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Annual and quarterly financial information for the past three years.
Hidden risks
- R-001 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Annual and quarterly financial information for the past three years.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Financial statements | No audited/management statements public | not_publicly_verifiable | Provide three-year financials |
| Revenue split/cash/debt | Not public | not_publicly_verifiable | Provide ARR bridge, cash/debt, AR/backlog |
I.B Financial Projections
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Financial Projections; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Financial Projections.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Financial Projections.
I.C Capital Structure
partially verified confidence: medium
Public research provides a diligence-screen view for Capital Structure; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Capital Structure.
Hidden risks
- R-001 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Capital Structure.
I.D Other financial information
partially verified confidence: medium
Public research provides a diligence-screen view for Other financial information; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Other financial information.
Hidden risks
- R-001 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Other financial information.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| CB unicorn row | $4.40B; Denver; listed investors | verified | Verify financing terms/cap table |
| Series F | $175M at $4.4B in 2022 | verified | Verify preferences/dilution |
02Products
Products chapter combines public evidence with explicit private diligence gaps for Guild Education / Guild.
II.A Description of each product
partially verified confidence: medium
Public research provides a diligence-screen view for Description of each product; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Description of each product.
Hidden risks
- R-004 remains open pending private diligence.
- R-006 remains open pending private diligence.
- R-010 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Description of each product.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Guild Grow | Education benefit with coaching/insights | verified | Validate usage/economics |
| Guild Academy/Talent Advantage | Academy, skilling and AI insights | verified | Validate integration/adoption |
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Pricing/gross margin | No public pricing or margin | not_publicly_verifiable | Pricing book and P&L |
| Architecture/security | No architecture/SOC/uptime public | not_publicly_verifiable | Architecture and SOC report |
03Customer Information
Customer Information chapter combines public evidence with explicit private diligence gaps for Guild Education / Guild.
III.A Top customers by application
partially verified confidence: medium
Public research provides a diligence-screen view for Top customers by application; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Top customers by application.
Hidden risks
- R-002 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Top customers by application.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Chipotle | 2.1x retention; 6x manager mobility | partially_verified | ARR/contracts/reference |
| Spectrum/BSMH | 95k workforce/13k enrolled; 52%/71%/9.4k metrics | partially_verified | Raw data/contracts |
III.B Strategic relationships
partially verified confidence: medium
Public research provides a diligence-screen view for Strategic relationships; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Strategic relationships.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Strategic relationships.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Employer and learning partners | Case studies; terms describe learning partners | partially_verified | Revenue, renewals, partner SLAs |
| Tech/data vendors | Cookie/security categories visible | partially_verified | Subprocessors and DPAs |
III.C Revenue by customer
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Revenue by customer; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Revenue by customer.
Hidden risks
- R-002 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Revenue by customer.
III.D Significant relationships severed within the last two years
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Significant relationships severed within the last two years; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Significant relationships severed within the last two years.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Significant relationships severed within the last two years.
III.E Top suppliers
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Top suppliers; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Top suppliers.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Top suppliers.
04Competition
Competition chapter combines public evidence with explicit private diligence gaps for Guild Education / Guild.
IV.A Competitive landscape by market segment
partially verified confidence: medium
Public research provides a diligence-screen view for Competitive landscape by market segment; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Competitive landscape by market segment.
Hidden risks
- R-003 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Competitive landscape by market segment.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| InStride/EdAssist/Tuition.io | Employer education benefits and tuition assistance | verified | Win/loss and pricing comparison |
| Coursera for Business | Enterprise learning paths and AI tools | verified | Content overlap analysis |
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Outcome proof | Guild claims outcomes; competitors market impact | partially_verified | Validate methodology |
| Pricing transparency | No public Guild pricing | not_publicly_verifiable | Pricing book and discounting |
05Marketing, Sales, and Distribution
Marketing, Sales, and Distribution chapter combines public evidence with explicit private diligence gaps for Guild Education / Guild.
V.A Strategy and implementation
partially verified confidence: medium
Public research provides a diligence-screen view for Strategy and implementation; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Strategy and implementation.
Hidden risks
- R-008 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Strategy and implementation.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Direct enterprise sales | Employer CTAs and sales opening | verified | Sales cycle/quota |
| Vertical/international | Industry pages and four-country expansion | verified | Pipeline/compliance |
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Press/case studies | Recent press and customer stories | verified | Attribution |
| Marketing opening | Senior Marketing Manager opening | verified | Budget and ROI |
V.B Major Customers
partially verified confidence: medium
Public research provides a diligence-screen view for Major Customers; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Major Customers.
Hidden risks
- R-002 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Major Customers.
V.C Principal avenues for generating new business
partially verified confidence: medium
Public research provides a diligence-screen view for Principal avenues for generating new business; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Principal avenues for generating new business.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Principal avenues for generating new business.
V.D Sales force productivity model
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Sales force productivity model; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Sales force productivity model.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Sales force productivity model.
V.E Ability to implement marketing plan with current and projected budgets
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Ability to implement marketing plan with current and projected budgets; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Ability to implement marketing plan with current and projected budgets.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Ability to implement marketing plan with current and projected budgets.
06Research and Development
Research and Development chapter combines public evidence with explicit private diligence gaps for Guild Education / Guild.
VI.A Description of R&D organization
partially verified confidence: medium
Public research provides a diligence-screen view for Description of R&D organization; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Description of R&D organization.
Hidden risks
- R-006 remains open pending private diligence.
- R-009 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Description of R&D organization.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Product/technology leadership | CPTO cited; product roles open | partially_verified | Confirm org and roadmap |
| Security role | Senior InfoSec Engineer opening | verified | Control review |
VI.B New Product Pipeline
partially verified confidence: medium
Public research provides a diligence-screen view for New Product Pipeline; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for New Product Pipeline.
Hidden risks
- R-004 remains open pending private diligence.
- R-010 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for New Product Pipeline.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Nomadic/Guild Academy | Definitive agreement announced | verified | Integration plan |
| Talent Advantage/global expansion | AI insights and four-country expansion | partially_verified | AI governance/compliance |
07Management and Personnel
Management and Personnel chapter combines public evidence with explicit private diligence gaps for Guild Education / Guild.
VII.A Organization Chart
partially verified confidence: medium
Public research provides a diligence-screen view for Organization Chart; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Organization Chart.
Hidden risks
- R-005 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Organization Chart.
VII.B Historical and projected headcount by function and location
partially verified confidence: medium
Public research provides a diligence-screen view for Historical and projected headcount by function and location; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Historical and projected headcount by function and location.
Hidden risks
- R-009 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Historical and projected headcount by function and location.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Open roles | Commercial 1; Finance&IT 1; Marketing 1; Product 7 | verified | HRIS and hiring plan |
| Board/turnover/comp | Board public; comp/equity/turnover private | partially_verified | Board minutes and HRIS |
VII.C Senior management biographies
partially verified confidence: medium
Public research provides a diligence-screen view for Senior management biographies; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Senior management biographies.
Hidden risks
- R-005 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Senior management biographies.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Bijal Shah | Chief Executive Officer | verified | Agreement/references |
| CFO/COO/People/Commercial leaders | Listed on about page | verified | KPIs/comp/retention |
VII.D Compensation arrangements
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Compensation arrangements; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Compensation arrangements.
Hidden risks
- R-005 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Compensation arrangements.
VII.E Incentive stock plans
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Incentive stock plans; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Incentive stock plans.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Incentive stock plans.
VII.F Significant employee relations problems, past or present
partially verified confidence: medium
Public research provides a diligence-screen view for Significant employee relations problems, past or present; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Significant employee relations problems, past or present.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Significant employee relations problems, past or present.
VII.G Personnel Turnover
partially verified confidence: medium
Public research provides a diligence-screen view for Personnel Turnover; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Personnel Turnover.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Personnel Turnover.
08Legal and Related Matters
Legal and Related Matters chapter combines public evidence with explicit private diligence gaps for Guild Education / Guild.
VIII.A Pending lawsuits against the Company
partially verified confidence: medium
Public research provides a diligence-screen view for Pending lawsuits against the Company; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Pending lawsuits against the Company.
Hidden risks
- R-007 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Pending lawsuits against the Company.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| Morse / House cases | CourtListener metadata only | verified | Pull pleadings/orders |
| Company-initiated cases | Exact query count 0; not exhaustive | unverified | Counsel-led search |
VIII.B Pending lawsuits initiated by Company
unverified confidence: medium
Public research provides a diligence-screen view for Pending lawsuits initiated by Company; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Pending lawsuits initiated by Company.
Hidden risks
- R-007 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Pending lawsuits initiated by Company.
VIII.C Environmental and employee safety issues and liabilities
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Environmental and employee safety issues and liabilities; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Environmental and employee safety issues and liabilities.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Environmental and employee safety issues and liabilities.
VIII.D Material patents, copyrights, licenses, and trademarks
partially verified confidence: medium
Public research provides a diligence-screen view for Material patents, copyrights, licenses, and trademarks; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Material patents, copyrights, licenses, and trademarks.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Material patents, copyrights, licenses, and trademarks.
VIII.E Insurance coverage and material exposures
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Insurance coverage and material exposures; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Insurance coverage and material exposures.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Insurance coverage and material exposures.
VIII.F Material contracts
not publicly verifiable confidence: high
Public research provides a diligence-screen view for Material contracts; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Material contracts.
Hidden risks
- Public sources alone do not provide investment-grade assurance.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Material contracts.
| item | evidence | verification status | diligence request |
|---|---|---|---|
| IP/privacy/contracts | Brand use, terms and cookie policy public | partially_verified | IP schedule, MSAs, DPAs, SOC |
| Regulatory/insurance | No retained enforcement/insurance schedule | inconclusive | Counsel searches and policies |
VIII.G Regulatory agency problems
inconclusive confidence: medium
Public research provides a diligence-screen view for Regulatory agency problems; private records are required for investment-grade verification.
Evidence gaps
- Private schedules, contracts, KPI exports, counsel/management support and underlying methodology required for Regulatory agency problems.
Hidden risks
- R-006 remains open pending private diligence.
- R-008 remains open pending private diligence.
Follow-up questions
- Provide data-room materials and management/counsel confirmation for Regulatory agency problems.
Evidence
| ID | Claim | Status | Sources |
|---|---|---|---|
| EC-001 | CB Insights lists Guild Education as a $4.40B private unicorn in Denver with investors General Atlantic, Blackstone and ICONIQ Growth. | verified high | SRC-001 |
| EC-002 | Guild raised a $175M Series F at a $4.4B valuation in June 2022 according to Crunchbase News and Cooley. | verified high | SRC-002SRC-003 |
| EC-003 | Guild announced it dropped “Education” from its name and claimed more than five million Americans had access to its platform in the prior 12 months. | partially verified medium | SRC-010 |
| EC-004 | Guild publicly lists core solutions and leadership including CEO Bijal Shah and co-founder/board member Rachel Romer. | verified medium | SRC-004 |
| EC-005 | Guild Grow claims nearly 100,000 role changes, 6x more promotions and 2.3x lower attrition. | partially verified medium | SRC-005 |
| EC-006 | Guild publishes customer stories for Chipotle, Spectrum, Bon Secours Mercy Health and other employers. | verified medium | SRC-006 |
| EC-007 | Chipotle case study claims 2.1x retention and 6x manager mobility for participants. | partially verified medium | SRC-007 |
| EC-008 | Spectrum case study claims 95k workforce access, 13,000+ enrolled/completed, 10% higher retention and 24% higher promotion. | partially verified medium | SRC-008 |
| EC-009 | Bon Secours Mercy Health case study claims 52% attraction signal, 71% lower turnover and 9,400+ registrations/interest. | partially verified medium | SRC-009 |
| EC-010 | Guild announced a definitive agreement to acquire Nomadic and introduce Guild Talent Advantage / Guild Academy. | verified medium | SRC-011 |
| EC-011 | Guild announced international expansion to Canada, Mexico, India and the United Kingdom. | verified medium | SRC-012 |
| EC-012 | Guild open roles showed Commercial, Finance & IT, Marketing and Product openings, including seven product/engineering roles. | verified medium | SRC-013 |
| EC-013 | Guild Terms describe education-benefits management, tuition assistance/reimbursement, learning partners and coaching. | verified medium | SRC-014 |
| EC-014 | Guild Cookie Policy discloses analytics, personalization, security and targeting/advertising cookies. | verified medium | SRC-015 |
| EC-015 | CourtListener metadata returned Morse v. Guild Education, Inc. with no termination date and House v. Guild Education, Inc. as terminated. | verified medium | SRC-016 |
| EC-016 | Exact CourtListener query for “Guild Education, Inc. v.” returned count 0 during this run; this is not exhaustive legal clearance. | unverified low | SRC-017 |
| EC-017 | Competitor pages show overlap with InStride, EdAssist, Tuition.io and Coursera for Business. | verified medium | SRC-018SRC-019SRC-020SRC-021 |
| EC-018 | Audited financials, projections, cap table, debt, cash, tax, accounting policies and revenue by product/channel/geography are not public in reviewed sources. | not publicly verifiable high | SRC-001SRC-002SRC-003 |
| EC-019 | Customer ARR, concentration, contracts, utilization-to-revenue conversion, churn and severed relationships are not public in reviewed customer sources. | not publicly verifiable high | SRC-006SRC-007SRC-008SRC-009 |
| EC-020 | Detailed architecture, SOC/security reports, SBOM, uptime, incident history, AI governance and R&D spend are not public in reviewed sources. | not publicly verifiable high | SRC-004SRC-011SRC-013SRC-014 |
| EC-021 | Eligibility screen supports Guild as active and private; no retained public source showed IPO, acquisition of Guild, or shutdown. | partially verified high | SRC-001SRC-004SRC-011SRC-013SRC-022 |
| EC-022 | International expansion plus terms/cookie disclosures create privacy, employment, education-benefit and data-transfer diligence needs not resolvable publicly. | not publicly verifiable high | SRC-012SRC-014SRC-015 |
Disclaimer
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.