Strengths
- CB Insights verifies $1.10B unicorn marker.
- CB profile supports founded 2013, Alive and $361.53M raised.
- Company pages substantiate robot/software/API portfolio.
Diligence report
Gaussian Robotics
Gaussian Robotics Diligence Research Report
Gausium combines broad robot hardware, cloud/app/API software, partner channels and self-reported customer scale; underwriting depends on validating revenue quality, margin, retention, service quality, security and IP.
Company profile
Gaussian Robotics Diligence Research Report
Eligible: public sources support Gaussian Robotics/Gausium as an active private unicorn in autonomous commercial cleaning robots. Latest public valuation is $1.10B from CB Insights. Public evidence is insufficient for underwriting without private financial, customer, cap-table, supplier, personnel, legal and IP records.
- Website
- gausium.com
- Sector
- Industrials - autonomous cleaning and service robots
- Geography
- Shanghai, China; global commercial footprint claimed by company
- Stage
- Private unicorn; CB Insights Stage Series D - V | Alive
- Known aliases
- Gausium, Shanghai Gaussian Automation Technology Development Co., Ltd., Shanghai Gaoxian Automation Technology Development Co., Ltd., SHANGHAI GAOXIAN AUTOMATION TECHNOLOGY DEVELOPMENT CO., LTD.
- Report version
- 1.0
- Timezone
- UTC
Executive summary
Risks
- Valuation and financial-quality opacity.
- Customer concentration/revenue quality unknown.
- Privacy/cyber/cross-border data exposure.
Gaps
- Financial statements, cap table, debt and financing documents
- Customer contracts, concentration, churn, backlog and AR aging
- Supplier/BOM, manufacturing, warranty and service metrics
- Competitive win/loss, pricing/TCO and market share
- GTM funnel, CAC, quota attainment and partner productivity
- R&D org, roadmap, validation, security and IP assignments
Risk register
R-001: Valuation and financial-quality opacity
Valuation and financial-quality opacity requires private diligence; public sources are incomplete.
Diligence request: Request primary records, contracts, metrics, counsel confirmation and management interviews.
R-002: Customer concentration and revenue quality unknown
Customer concentration and revenue quality unknown requires private diligence; public sources are incomplete.
Diligence request: Request primary records, contracts, metrics, counsel confirmation and management interviews.
R-004: Hardware supply-chain and field-service dependency
Hardware supply-chain and field-service dependency requires private diligence; public sources are incomplete.
Diligence request: Request primary records, contracts, metrics, counsel confirmation and management interviews.
R-005: Privacy, cybersecurity and cross-border data compliance
Privacy, cybersecurity and cross-border data compliance requires private diligence; public sources are incomplete.
Diligence request: Request primary records, contracts, metrics, counsel confirmation and management interviews.
R-003: Competitive pressure in autonomous cleaning
Competitive pressure in autonomous cleaning requires private diligence; public sources are incomplete.
Diligence request: Request primary records, contracts, metrics, counsel confirmation and management interviews.
R-008: Management depth and personnel opacity
Management depth and personnel opacity requires private diligence; public sources are incomplete.
Diligence request: Request primary records, contracts, metrics, counsel confirmation and management interviews.
R-006: R&D execution and self-reported performance claims
R&D execution and self-reported performance claims requires private diligence; public sources are incomplete.
Diligence request: Request primary records, contracts, metrics, counsel confirmation and management interviews.
R-007: Dealer/channel execution risk
Dealer/channel execution risk requires private diligence; public sources are incomplete.
Diligence request: Request primary records, contracts, metrics, counsel confirmation and management interviews.
01Financial Information
Chapter I: public evidence supports screening, not transaction-grade diligence.
I.A Annual and quarterly financial information for the past three years
not publicly verifiable confidence: low
Public diligence status for Annual and quarterly financial information for the past three years: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Annual and quarterly financial information for the past three years.
Hidden risks
- Potential hidden risk: R-001 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items I.A.1, I.A.2, I.A.3, I.A.4, I.A.5, I.A.6.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium states it has more than 6,500 customers in more than 70 countries and regions. | Gausium claims 80% revenue R&D investment plus LiDAR/camera, AI, cloud, OTA, open API and IoT capabilities. | Public pricing, revenue, margin, CAC, burn, runway, debt and audited financials are not publicly verifiable. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
I.B Financial Projections
not publicly verifiable confidence: low
Public diligence status for Financial Projections: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Financial Projections.
Hidden risks
- Potential hidden risk: R-001, R-007 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items I.B.1, I.B.2, I.B.3, I.B.4, I.B.5, I.B.6, I.B.7, I.B.8.
I.C Capital Structure
partially verified confidence: low
Public diligence status for Capital Structure: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Capital Structure.
Hidden risks
- Potential hidden risk: R-001 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items I.C.1, I.C.2, I.C.3, I.C.4, I.C.5.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | CB Insights lists Gaussian Robotics as a $1.10B China/Shanghai Industrials unicorn joined 2021-11-10 with BlueRun, Grand Flight and Meituan Dianping investors. | Public investor evidence names BlueRun, Grand Flight, Meituan and CB-profile investors including SoftBank and Centurium. | Eligibility screening found no public IPO/acquisition/shutdown evidence; CB marks Alive and Gausium pages are active. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
I.D Other financial information
partially verified confidence: low
Public diligence status for Other financial information: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Other financial information.
Hidden risks
- Potential hidden risk: R-001 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items I.D.1, I.D.2, I.D.3.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | CB Insights lists Gaussian Robotics as a $1.10B China/Shanghai Industrials unicorn joined 2021-11-10 with BlueRun, Grand Flight and Meituan Dianping investors. | CB profile says Gaussian Robotics was founded in 2013, is Stage Series D - V | Alive, and has raised $361.53M. | Public investor evidence names BlueRun, Grand Flight, Meituan and CB-profile investors including SoftBank and Centurium. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
02Products
Chapter II: public evidence supports screening, not transaction-grade diligence.
II.A Description of each product
partially verified confidence: low
Public diligence status for Description of each product: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Description of each product.
Hidden risks
- Potential hidden risk: R-003, R-004, R-005, R-006 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items II.A.1, II.A.2, II.A.3, II.A.4, II.A.5, II.A.6.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium markets commercial cleaning robots, docking stations, cloud platform, application software and broad named SKUs. | Phantas is a commercial floor-cleaning robot for small/midsize spaces with four cleaning modes. | Company profile shows product cadence from Scrubber 75 to Scrubber 50, Phantas, Omnie/Beetle and a 2024 portfolio. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium developer docs describe Open API, real-time robot data and encrypted storage. | Gausium uses a dealer/partner channel and offers partner training/upskilling. | Public pricing, revenue, margin, CAC, burn, runway, debt and audited financials are not publicly verifiable. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium claims 80% revenue R&D investment plus LiDAR/camera, AI, cloud, OTA, open API and IoT capabilities. | Gausium developer docs describe Open API, real-time robot data and encrypted storage. | Robots depend on sensors, cloud, app, API, IoT integrations, docks/workstations and building systems; top suppliers are not public. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
03Customer Information
Chapter III: public evidence supports screening, not transaction-grade diligence.
III.A Top customers by application
partially verified confidence: low
Public diligence status for Top customers by application: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Top customers by application.
Hidden risks
- Potential hidden risk: R-002 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items III.A.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium states it has more than 6,500 customers in more than 70 countries and regions. | Named top customers, revenue concentration, churn, backlog and AR aging are not publicly verifiable. | Public GTM assets include vertical solution links, dealer CTA, brochures, case studies, app materials and declarations. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
III.B Strategic relationships
partially verified confidence: low
Public diligence status for Strategic relationships: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Strategic relationships.
Hidden risks
- Potential hidden risk: R-007 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items III.B.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium developer docs describe Open API, real-time robot data and encrypted storage. | Gausium uses a dealer/partner channel and offers partner training/upskilling. | Public investor evidence names BlueRun, Grand Flight, Meituan and CB-profile investors including SoftBank and Centurium. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
III.C Revenue by customer
not publicly verifiable confidence: low
Public diligence status for Revenue by customer: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Revenue by customer.
Hidden risks
- Potential hidden risk: R-002 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items III.C.
III.D Significant relationships severed within the last two years
not publicly verifiable confidence: low
Public diligence status for Significant relationships severed within the last two years: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Significant relationships severed within the last two years.
Hidden risks
- Potential hidden risk: R-002, R-007 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items III.D.
III.E Top suppliers
partially verified confidence: low
Public diligence status for Top suppliers: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Top suppliers.
Hidden risks
- Potential hidden risk: R-004, R-005 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items III.E.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium developer docs describe Open API, real-time robot data and encrypted storage. | Gausium uses a dealer/partner channel and offers partner training/upskilling. | Robots depend on sensors, cloud, app, API, IoT integrations, docks/workstations and building systems; top suppliers are not public. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
04Competition
Chapter IV: public evidence supports screening, not transaction-grade diligence.
IV.A Competitive landscape by market segment
verified confidence: medium
Public diligence status for Competitive landscape by market segment: verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Competitive landscape by market segment.
Hidden risks
- Potential hidden risk: R-003 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items IV.A.1, IV.A.2.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Avidbots, Brain Corp, SoftBank Robotics/Whiz, PUDU and CB alternatives show active autonomous-cleaning competition. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium states it has more than 6,500 customers in more than 70 countries and regions. | Gausium markets commercial cleaning robots, docking stations, cloud platform, application software and broad named SKUs. | Gausium developer docs describe Open API, real-time robot data and encrypted storage. | Avidbots, Brain Corp, SoftBank Robotics/Whiz, PUDU and CB alternatives show active autonomous-cleaning competition. | Public pricing, revenue, margin, CAC, burn, runway, debt and audited financials are not publicly verifiable. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
05Marketing, Sales, and Distribution
Chapter V: public evidence supports screening, not transaction-grade diligence.
V.A Strategy and implementation
partially verified confidence: low
Public diligence status for Strategy and implementation: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Strategy and implementation.
Hidden risks
- Potential hidden risk: R-007 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items V.A.1, V.A.2, V.A.3, V.A.4.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium developer docs describe Open API, real-time robot data and encrypted storage. | Gausium uses a dealer/partner channel and offers partner training/upskilling. | Public GTM assets include vertical solution links, dealer CTA, brochures, case studies, app materials and declarations. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium states it has more than 6,500 customers in more than 70 countries and regions. | Gausium markets commercial cleaning robots, docking stations, cloud platform, application software and broad named SKUs. | Gausium uses a dealer/partner channel and offers partner training/upskilling. | Public GTM assets include vertical solution links, dealer CTA, brochures, case studies, app materials and declarations. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
V.B Major Customers
not publicly verifiable confidence: low
Public diligence status for Major Customers: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Major Customers.
Hidden risks
- Potential hidden risk: R-002 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items V.B.1, V.B.2, V.B.3.
V.C Principal avenues for generating new business
partially verified confidence: low
Public diligence status for Principal avenues for generating new business: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Principal avenues for generating new business.
Hidden risks
- Potential hidden risk: R-007 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items V.C.
V.D Sales force productivity model
not publicly verifiable confidence: low
Public diligence status for Sales force productivity model: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Sales force productivity model.
Hidden risks
- Potential hidden risk: R-007 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items V.D.1, V.D.2, V.D.3, V.D.4.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium uses a dealer/partner channel and offers partner training/upskilling. | Public pricing, revenue, margin, CAC, burn, runway, debt and audited financials are not publicly verifiable. | Public GTM assets include vertical solution links, dealer CTA, brochures, case studies, app materials and declarations. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
V.E Ability to implement marketing plan with current and projected budgets
not publicly verifiable confidence: low
Public diligence status for Ability to implement marketing plan with current and projected budgets: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Ability to implement marketing plan with current and projected budgets.
Hidden risks
- Potential hidden risk: R-001, R-007 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items V.E.
06Research and Development
Chapter VI: public evidence supports screening, not transaction-grade diligence.
VI.A Description of R&D organization
partially verified confidence: low
Public diligence status for Description of R&D organization: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Description of R&D organization.
Hidden risks
- Potential hidden risk: R-006 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VI.A.1, VI.A.2, VI.A.3.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium claims 80% revenue R&D investment plus LiDAR/camera, AI, cloud, OTA, open API and IoT capabilities. | Gausium developer docs describe Open API, real-time robot data and encrypted storage. | CB profile identifies Haotian Cheng as current Founder and CEO; broader management depth is not public. | Robots depend on sensors, cloud, app, API, IoT integrations, docks/workstations and building systems; top suppliers are not public. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium claims 80% revenue R&D investment plus LiDAR/camera, AI, cloud, OTA, open API and IoT capabilities. | Gausium developer docs describe Open API, real-time robot data and encrypted storage. | Robots depend on sensors, cloud, app, API, IoT integrations, docks/workstations and building systems; top suppliers are not public. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
VI.B New Product Pipeline
partially verified confidence: low
Public diligence status for New Product Pipeline: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for New Product Pipeline.
Hidden risks
- Potential hidden risk: R-006 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VI.B.1, VI.B.2, VI.B.3, VI.B.4.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium markets commercial cleaning robots, docking stations, cloud platform, application software and broad named SKUs. | Phantas is a commercial floor-cleaning robot for small/midsize spaces with four cleaning modes. | Company profile shows product cadence from Scrubber 75 to Scrubber 50, Phantas, Omnie/Beetle and a 2024 portfolio. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
07Management and Personnel
Chapter VII: public evidence supports screening, not transaction-grade diligence.
VII.A Organization Chart
partially verified confidence: low
Public diligence status for Organization Chart: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Organization Chart.
Hidden risks
- Potential hidden risk: R-008 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VII.A.
VII.B Historical and projected headcount by function and location
not publicly verifiable confidence: low
Public diligence status for Historical and projected headcount by function and location: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Historical and projected headcount by function and location.
Hidden risks
- Potential hidden risk: R-008 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VII.B.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium claims 80% revenue R&D investment plus LiDAR/camera, AI, cloud, OTA, open API and IoT capabilities. | Gausium uses a dealer/partner channel and offers partner training/upskilling. | CB profile identifies Haotian Cheng as current Founder and CEO; broader management depth is not public. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
VII.C Senior management biographies
partially verified confidence: low
Public diligence status for Senior management biographies: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Senior management biographies.
Hidden risks
- Potential hidden risk: R-008 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VII.C.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | CB profile identifies Haotian Cheng as current Founder and CEO; broader management depth is not public. | Public investor evidence names BlueRun, Grand Flight, Meituan and CB-profile investors including SoftBank and Centurium. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
VII.D Compensation arrangements
not publicly verifiable confidence: low
Public diligence status for Compensation arrangements: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Compensation arrangements.
Hidden risks
- Potential hidden risk: R-008 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VII.D.1, VII.D.2.
VII.E Incentive stock plans
not publicly verifiable confidence: low
Public diligence status for Incentive stock plans: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Incentive stock plans.
Hidden risks
- Potential hidden risk: R-001, R-008 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VII.E.
VII.F Significant employee relations problems, past or present
not publicly verifiable confidence: low
Public diligence status for Significant employee relations problems, past or present: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Significant employee relations problems, past or present.
Hidden risks
- Potential hidden risk: R-008 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VII.F.
VII.G Personnel Turnover
not publicly verifiable confidence: low
Public diligence status for Personnel Turnover: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Personnel Turnover.
Hidden risks
- Potential hidden risk: R-008 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VII.G.1, VII.G.2.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | CB profile identifies Haotian Cheng as current Founder and CEO; broader management depth is not public. | Public investor evidence names BlueRun, Grand Flight, Meituan and CB-profile investors including SoftBank and Centurium. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
08Legal and Related Matters
Chapter VIII: public evidence supports screening, not transaction-grade diligence.
VIII.A Pending lawsuits against the Company
not publicly verifiable confidence: low
Public diligence status for Pending lawsuits against the Company: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Pending lawsuits against the Company.
Hidden risks
- Potential hidden risk: R-009 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VIII.A.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Pending lawsuits, regulatory actions, environmental liabilities, insurance and material contracts were not public in reviewed sources. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
VIII.B Pending lawsuits initiated by Company
not publicly verifiable confidence: low
Public diligence status for Pending lawsuits initiated by Company: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Pending lawsuits initiated by Company.
Hidden risks
- Potential hidden risk: R-009 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VIII.B.
VIII.C Environmental and employee safety issues and liabilities
not publicly verifiable confidence: low
Public diligence status for Environmental and employee safety issues and liabilities: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Environmental and employee safety issues and liabilities.
Hidden risks
- Potential hidden risk: R-005, R-009 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VIII.C.1, VIII.C.2.
VIII.D Material patents, copyrights, licenses, and trademarks
partially verified confidence: low
Public diligence status for Material patents, copyrights, licenses, and trademarks: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Material patents, copyrights, licenses, and trademarks.
Hidden risks
- Potential hidden risk: R-009 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VIII.D.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium developer docs describe Open API, real-time robot data and encrypted storage. | Gausium privacy/terms identify Shanghai Gaussian Automation Technology Development and cloud/app/device data-processing surfaces. | Public IP evidence is mostly product, brand and software assets; patent/trademark ownership remains not publicly verified. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
VIII.E Insurance coverage and material exposures
not publicly verifiable confidence: low
Public diligence status for Insurance coverage and material exposures: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Insurance coverage and material exposures.
Hidden risks
- Potential hidden risk: R-009 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VIII.E.
VIII.F Material contracts
not publicly verifiable confidence: low
Public diligence status for Material contracts: not_publicly_verifiable. Private records are required for underwriting.
Evidence gaps
- Private source package required for Material contracts.
Hidden risks
- Potential hidden risk: R-004, R-007, R-009 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VIII.F.
VIII.G Regulatory agency problems
partially verified confidence: low
Public diligence status for Regulatory agency problems: partially_verified. Private records are required for underwriting.
Evidence gaps
- Private source package required for Regulatory agency problems.
Hidden risks
- Potential hidden risk: R-005 may be understated without private records.
Follow-up questions
- Provide primary records sufficient to answer checklist items VIII.G.
| item | public evidence | verification status | diligence request |
|---|---|---|---|
| Public evidence | Gausium claims 80% revenue R&D investment plus LiDAR/camera, AI, cloud, OTA, open API and IoT capabilities. | Gausium developer docs describe Open API, real-time robot data and encrypted storage. | Gausium privacy/terms identify Shanghai Gaussian Automation Technology Development and cloud/app/device data-processing surfaces. | Pending lawsuits, regulatory actions, environmental liabilities, insurance and material contracts were not public in reviewed sources. | mixed | Validate against primary records. |
| Private diligence gap | not_publicly_verifiable where public sources do not disclose the underlying record. | not_publicly_verifiable | Provide data-room records, contracts, schedules, metrics or counsel confirmation. |
Evidence
| ID | Claim | Status | Sources |
|---|---|---|---|
| EC-001 | CB Insights lists Gaussian Robotics as a $1.10B China/Shanghai Industrials unicorn joined 2021-11-10 with BlueRun, Grand Flight and Meituan Dianping investors. | verified high | SRC-001 |
| EC-002 | CB profile says Gaussian Robotics was founded in 2013, is Stage Series D - V | Alive, and has raised $361.53M. | verified medium | SRC-002 |
| EC-003 | Gausium states it has more than 6,500 customers in more than 70 countries and regions. | partially verified medium | SRC-003 |
| EC-004 | Gausium markets commercial cleaning robots, docking stations, cloud platform, application software and broad named SKUs. | verified medium | SRC-003SRC-005 |
| EC-005 | Gausium claims 80% revenue R&D investment plus LiDAR/camera, AI, cloud, OTA, open API and IoT capabilities. | partially verified low | SRC-004 |
| EC-006 | Gausium developer docs describe Open API, real-time robot data and encrypted storage. | verified medium | SRC-008 |
| EC-007 | Gausium uses a dealer/partner channel and offers partner training/upskilling. | verified medium | SRC-007 |
| EC-008 | Phantas is a commercial floor-cleaning robot for small/midsize spaces with four cleaning modes. | verified medium | SRC-006 |
| EC-009 | Named top customers, revenue concentration, churn, backlog and AR aging are not publicly verifiable. | not publicly verifiable low | SRC-003SRC-009 |
| EC-010 | Avidbots, Brain Corp, SoftBank Robotics/Whiz, PUDU and CB alternatives show active autonomous-cleaning competition. | verified medium | SRC-012SRC-013SRC-014SRC-015SRC-002 |
| EC-011 | Public pricing, revenue, margin, CAC, burn, runway, debt and audited financials are not publicly verifiable. | not publicly verifiable low | SRC-002SRC-005SRC-007SRC-009 |
| EC-012 | CB profile identifies Haotian Cheng as current Founder and CEO; broader management depth is not public. | partially verified medium | SRC-002 |
| EC-013 | Gausium privacy/terms identify Shanghai Gaussian Automation Technology Development and cloud/app/device data-processing surfaces. | verified medium | SRC-010SRC-011 |
| EC-014 | Public IP evidence is mostly product, brand and software assets; patent/trademark ownership remains not publicly verified. | partially verified low | SRC-005SRC-009SRC-010SRC-011 |
| EC-015 | Public investor evidence names BlueRun, Grand Flight, Meituan and CB-profile investors including SoftBank and Centurium. | partially verified medium | SRC-001SRC-002 |
| EC-016 | Company profile shows product cadence from Scrubber 75 to Scrubber 50, Phantas, Omnie/Beetle and a 2024 portfolio. | verified medium | SRC-003SRC-005 |
| EC-017 | Pending lawsuits, regulatory actions, environmental liabilities, insurance and material contracts were not public in reviewed sources. | not publicly verifiable low | SRC-002SRC-003SRC-010SRC-011 |
| EC-018 | Public GTM assets include vertical solution links, dealer CTA, brochures, case studies, app materials and declarations. | verified medium | SRC-005SRC-007SRC-009 |
| EC-019 | Robots depend on sensors, cloud, app, API, IoT integrations, docks/workstations and building systems; top suppliers are not public. | partially verified medium | SRC-004SRC-005SRC-008 |
| EC-020 | Eligibility screening found no public IPO/acquisition/shutdown evidence; CB marks Alive and Gausium pages are active. | partially verified medium | SRC-002SRC-003SRC-005SRC-007SRC-008 |
| ID | Publisher | Title | Accessed |
|---|---|---|---|
| SRC-001 | CB Insights | CB unicorn list | 2026-06-05 |
| SRC-002 | CB Insights | CB Gaussian profile | 2026-06-05 |
| SRC-003 | Gausium | Gausium company profile | 2026-06-05 |
| SRC-004 | Gausium | Gausium technology | 2026-06-05 |
| SRC-005 | Gausium | Gausium products | 2026-06-05 |
| SRC-006 | Gausium | Gausium Phantas | 2026-06-05 |
| SRC-007 | Gausium | Gausium partnerships | 2026-06-05 |
| SRC-008 | Gausium | Gausium developer docs | 2026-06-05 |
| SRC-009 | Gausium | Gausium download center | 2026-06-05 |
| SRC-010 | Gausium | Gausium privacy policy | 2026-06-05 |
| SRC-011 | Gausium | Gausium terms | 2026-06-05 |
| SRC-012 | Avidbots | Avidbots | 2026-06-05 |
| SRC-013 | Brain Corp | Brain Corp | 2026-06-05 |
| SRC-014 | SoftBank Robotics America | SoftBank Robotics Whiz | 2026-06-05 |
| SRC-015 | PUDU Robotics | PUDU products | 2026-06-05 |
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.