Aibee Public-Source Startup Diligence Report
Aibee is a late-stage private China enterprise AI company focused on offline physical-space digitalization across malls, stores, parking, airports, tourism, banks, and smart spaces. The diligence case depends on converting public deployment breadth into verified recurring, high-margin revenue and proving compliant, defensible AI systems in regulated physical environments.
Aibee Public-Source Startup Diligence Report
Eligible for a public-source diligence report: accessible CB Insights evidence lists Aibee as Series C | Alive, in the Unicorns collection, and valued at $1.2B in April 2021. The company shows credible public product/deployment signals, but financial quality, customer revenue, contracts, privacy compliance, IP ownership, and team/HR data are not publicly verifiable.
Public sources disclose funding and valuation but not audited financials, ARR, revenue recognition, gross margin, backlog, AR aging, cash, burn, or debt.
Diligence request: Obtain audited statements, management accounts, revenue by customer/product/channel/geography, margin, backlog, AR aging, debt, cash and burn data.
The public unicorn valuation anchor is April 2021 at $1.2B; 2022 Series C valuation and amount are not public.
Diligence request: Request latest financing terms, current valuation support, secondary/down-round history, investor consent rights, and cash runway.
Products involve face access, user behavior, video, airport, bank, passenger/customer data, and safety/operations contexts.
Diligence request: Request DPIAs, cybersecurity audits, consent/privacy policies, regulator correspondence, incident logs, and insurance coverage.
Physical-space solutions likely depend on hardware, customer data, site integration, partner technologies, and material contracts not disclosed publicly.
Diligence request: Request material contracts, supplier/BOM schedule, cloud/edge spend, implementation SLAs, warranties, indemnities, and insurance.
Public sources list customers/counts but not revenue concentration, active deployments, renewals, churn, or contract values.
Diligence request: Request top-customer revenue schedule, active deployment list, renewal/churn cohorts, reference calls, and contract values.
No price book, implementation cost, gross margin, services/hardware/software revenue split, or sales productivity data is public.
Diligence request: Request price book, discounts, contract model, implementation cost, support burden, and product-level margins.
CB Insights lists NEC and other biometric/AI alternatives; Aibee’s market share and moat are not public.
Diligence request: Request win/loss, customer references, competitor pricing, benchmark performance, and market-share analysis by vertical.
Official pages show 2021 timestamps/2019 copyright while operational claims may have changed; CB current status and 2022 news reduce but do not eliminate staleness.
Diligence request: Request current customer/deployment roster, updated collateral, recent KPIs, product roadmap, and management certification of public claims.
Public evidence verifies Aibee as a Series C private unicorn candidate with $175.31M total raised and a $1.2B April 2021 valuation, but audited financial statements, revenue quality, cash runway, debt, tax, and cap-table terms are not publicly verifiable.
not publicly verifiable confidence: high
No public audited statements, management accounts, product/channel/geography revenue splits, backlog, or AR aging were found; public sources only support funding and deployment narratives.
| metric | public signal | verification status | private data request |
|---|---|---|---|
| Total funding | $175.31M total raised over 7 rounds per CB; Aibee says cumulative financing above $170M | verified | Full financing ledger and current cash balance |
| Valuation | $1.2B in April 2021 per CB Insights | verified | Current 409A/internal valuation, latest round terms, down-round or secondary activity |
| Revenue / ARR | No public revenue/ARR disclosed in accessed sources | not_publicly_verifiable | Audited revenue, ARR/MRR, cohort retention, customer-by-customer billing |
| Gross margin / unit economics | No public margin or price book; products appear implementation-heavy | not_publicly_verifiable | Gross margin by product/vertical, implementation cost, support cost, hardware pass-through |
| Backlog / AR aging / cash runway | No public schedule found | not_publicly_verifiable | Backlog, deferred revenue, AR aging, cash, burn, runway, debt |
Use this table as a private data-room request checklist.
partially verified confidence: medium
Public sources identify growth drivers in retail, airports, tourism, parking, and strategic partners, but forward projections, scenario assumptions, capex, working capital, and financing assumptions are private.
Not an estimate of current valuation.
partially verified confidence: medium
Investor names and financing rounds are partly public, but shares outstanding, stockholder percentages, options/warrants/notes, debt instruments, and off-balance-sheet liabilities are not public.
| stakeholder | public position | diligence caveat |
|---|---|---|
| Yuanqing Lin | Founder and Chief Executive Officer; Baidu work history | Founder ownership, vesting, employment agreement, and board rights not public |
| Xiaomi | Series C strategic investment lead; Mi Home cooperation | Ownership percentage, commercial rights, and customer-investor terms not public |
| China Merchants Capital | Series C participant/investor | Ownership percentage and investor rights not public |
| China Chengtong Holdings / China Resources / HongShan | Public CB Insights investor rows include these names | Round participation and ownership details are gated or incomplete |
| China Growth Capital | Pandaily says angel financing came from China Growth Capital | Current ownership and preferences unknown |
| Employees/options/warrants/notes/debt | No public schedule found | Fully diluted shares, option pool, warrants, notes, debt, and off-balance-sheet liabilities require company records |
Public ownership information is indicative only.
partially verified confidence: high
Public financing history supports the funding and valuation headline, but tax positions, accounting policies, revenue recognition, and current basis for each round require private records.
| date | round | amount | lead or participants | valuation | verification status |
|---|---|---|---|---|---|
| 2018-01 | Angel | 165M yuan / about $26M | China Growth Capital | Not disclosed | verified by Pandaily; request securities documents |
| 2018-11-27 | Series A | Not public/gated | Not public/gated in accessible CB view | Not public/gated | partially_verified date/round; terms not_publicly_verifiable |
| 2019-09-30 | Series A - II | Not public/gated | Not public/gated in accessible CB view | Not public/gated | partially_verified date/round; terms not_publicly_verifiable |
| 2019-12-05 | Series A - III | Not public/gated | Not public/gated in accessible CB view | Not public/gated | partially_verified date/round; terms not_publicly_verifiable |
| 2021-04-13 | Series B | Not public/gated | Accessible CB view gates investor detail; prompt cites Sequoia China/HongShan, Lenovo Capital, GSR Ventures | $1,200M post-money public CB valuation | valuation verified; investor/terms require cap-table confirmation |
| 2022-03-17 | Series C / strategic investment | Not disclosed publicly | Xiaomi led; China Merchants Capital followed/invested | Not disclosed/gated | investor participation verified; deal size and valuation not_publicly_verifiable |
CB Insights says 7 total rounds; accessible public table showed five rows and gated detail. Request full financing ledger.
Dates reflect public-source availability, not complete financing chronology.
Aibee publicly offers a multi-vertical physical-space AI portfolio spanning malls, retail, parking, auto stores, banks, airports, scenic areas, and smart real estate, underpinned by computer vision, speech, NLU, big data, and robotics; pricing, margins, and defensibility are not public.
partially verified confidence: medium
Products are publicly described as vertical solutions and modules rather than transparent self-serve SaaS tiers. Public evidence supports product breadth and sensitive-data use cases, while market share, cost structure, growth rates, pricing, and profitability remain non-public.
| product or solution | audience | key features | evidence | verification status |
|---|---|---|---|---|
| Aibee AI Mall OS / commercial real estate | Malls and commercial real estate operators | Customer-flow digitalization, analytics, navigation, recommendations | Homepage and About page list malls and nearly 100 shopping-center deployments | partially_verified |
| AI-BeeStore retail total solution | Brand chain stores and Xiaomi Mi Home-like offline stores | Store digitalization, traffic analysis, recommendations, AR/VR maps | Homepage product taxonomy and Pandaily Xiaomi 300-store upgrade claim | partially_verified |
| Parking / auto 4S solutions | Parking operators and auto dealers | Smart parking, AVP sample room, VR 4S stores | About page and Influence page list Baidu Apollo/GAC/Baidu Youjia projects | partially_verified |
| Bank branch solution | Financial institutions | Smart branch solution; traffic/face/analytics use cases inferred from product suite | About page cites multiple leading banks | partially_verified |
| AI Airport Total Solution | Airports and airlines | Full-scenario digitalization, safety, operations, passenger service, commercial applications | Airport solution page and Pandaily airport examples | partially_verified |
| AI-BeeTourism / scenic area solution | Tourist attractions and scenic operators | Admissions, visitor-flow control, navigation/digital maps | About page 260+ scenic areas and Pandaily 350+ tourist spots | partially_verified |
Product profitability and market share were not public.
| topic | public signal | verification status | diligence request |
|---|---|---|---|
| Published price list | No public self-serve price list found on accessed pages | not_publicly_verifiable | Provide price book, discounting history, and standard order form |
| Contract model | Public materials suggest enterprise solution deployments; recurring vs project/service split not public | not_publicly_verifiable | Provide revenue mix by license/subscription/services/hardware |
| Performance metrics | CB customer page cites accuracy and real-time latency as success metrics | partially_verified | Provide SLA measurements, benchmark methodology, and customer acceptance tests |
| Data/privacy terms | Face access, user behavior, and airport data use cases are public; DPAs/privacy controls not public | partially_verified | Provide DPAs, privacy notices, DPIAs, consent flows, data-retention and security controls |
Pricing absence is a high-priority commercial diligence gap.
Supplier names and data flows require private architecture/security documents.
Aibee public sources provide named logos, deployment counts, and partner claims, including K11, Red Star Macalline, GAC, Baidu, airports, Xiaomi stores, and scenic areas. Customer revenue concentration, active status, churn, and reference quality are not public.
partially verified confidence: medium
Public sources list notable customers and deployment counts by application, but not top-15 customer revenue or purchase timing.
| customer or segment | use case | public evidence | verification status | private data request |
|---|---|---|---|---|
| K11 / Red Star Macalline / top commercial real-estate brands | Mall/commercial real-estate digitalization | Official About page cites K11, Red Star Macalline, 13 top-30 brands, nearly 100 malls | partially_verified | Contracts, active deployment list, revenue and reference calls |
| Xiaomi Mi Home | Store digitalization | Pandaily says Aibee helped upgrade 300 Xiaomi offline stores within two months | verified for public claim | Contract economics, deployment acceptance, ongoing maintenance revenue |
| GAC / GAC New Energy / Baidu Youjia | Auto 4S digital stores and VR 4S stores | Official About and Influence pages cite GAC project and 255 VR digital 4S stores with Baidu Youjia | partially_verified | Partner/customer confirmation and revenue split |
| Beijing Capital, Daxing, Shanghai Hongqiao and other airports/airlines | Airport video analytics, passenger/ops/safety systems | Official About/Airport pages and Pandaily airport examples | partially_verified | Airport customer references, SLAs, security approvals, active modules |
| Universal Beijing Resort, Gubei Water Town, Mausoleum of the First Qin Emperor / scenic areas | Admissions and visitor-flow control | Pandaily says 350+ tourist spots; official site says 260+ scenic areas | partially_verified | Current active scenic-area list and revenue by site |
| Banks | Smart bank-branch solutions | Official About page cites multiple leading banks but does not name them | not_publicly_verifiable | Named bank customers, contracts, regulatory approvals, and data processing terms |
Deployment count does not equal revenue; active status requires direct confirmation.
Some values are approximated from language such as nearly/over; use for diligence scoping only.
partially verified confidence: medium
Strategic relationships are publicly signaled with Xiaomi, China Merchants Capital, Baidu Apollo/Baidu Youjia, GAC, and regulated-sector customers, but contribution and contract terms are not public.
| partner | nature | public evidence | risk or gap |
|---|---|---|---|
| Xiaomi | Strategic investor and Mi Home customer/channel relationship | Pandaily: investment led by Xiaomi and 300 stores upgraded | Investor/customer overlap, exclusivity, pricing, and renewal terms private |
| China Merchants Capital | Series C participant/investor | CB Insights and Pandaily | Ownership and rights unknown |
| Baidu Apollo | Autonomous valet parking sample-room cooperation | Official About and Influence pages | Integration ownership, liability, and commercialization status unknown |
| Baidu Youjia | VR digital 4S-store cooperation | Official About page | Revenue share and active deployment status unknown |
| GAC passenger car / GAC New Energy | Digital-store benchmark project | Official About and Influence pages | Contract scope and economics private |
Partner schedule should be reconciled with signed agreements.
not publicly verifiable confidence: high
No customer-level revenue or concentration data were publicly verifiable; CB Insights only identifies accuracy and real-time latency as customer success metrics.
not publicly verifiable confidence: medium
No severed customer, partner, or supplier relationships were identified in accessed public sources, but this is not publicly cleared.
partially verified confidence: medium
Aibee product architecture implies camera/sensor, edge/cloud, model, and customer-site integration dependencies, but top suppliers and purchase amounts are not public.
| dependency | role | public evidence | concentration risk |
|---|---|---|---|
| Camera/sensor and site hardware | Capture people/object/vehicle/site data; face access and traffic analytics | Official product pages reference face access, people/object/vehicle digitalization, parking systems | Named hardware suppliers and warranty obligations not public |
| Edge/cloud compute and heterogeneous/parallel computing | Run AI inference, data storage, analytics, and model updates | Technology page cites heterogeneous and parallel computing | Cloud/compute vendor concentration and cost not public |
| Customer-site data and systems integration | Integrate airport, mall, store, parking, and bank operations data | Airport page cites connecting and integrating airport business data | Data rights, security approvals, and implementation responsibilities private |
| Strategic technology partners | Baidu Apollo/Baidu Youjia integrations | Official About/Influence pages cite Baidu cooperation | Partner dependency, liability, and IP/data ownership not public |
Request BOM, supplier contracts, cloud invoices, and support SLAs.
Aibee competes in enterprise AI, computer vision, biometric/video analytics, physical-space digitalization, and systems integration. CB Insights lists NEC as a top competitor and identifies Ayonix, Herta, SB Telecom America, and NEC alternatives, but China-specific competitive share is not public.
partially verified confidence: medium
Public evidence supports broad competition across biometric/video analytics and enterprise AI services. Aibee’s differentiator appears to be vertical/offline solution breadth, but market share and defensibility are unverified.
| competitor | segment | product overlap | differentiator or risk | source |
|---|---|---|---|---|
| NEC | Biometrics and ICT | Biometric workspace, digital ID, baggage analytics, aviation relevance | Large incumbent with enterprise/government distribution | CB Insights competitor page |
| Ayonix | AI agents, video analytics, face recognition | Video analytics and face-recognition capabilities | Sector breadth across healthcare, corporate, finance, government | CB Insights competitor page |
| Herta | Facial recognition and security technology | Video surveillance/access control/marketing analytics | Specialized facial-recognition vendor; compliance and accuracy competition | CB Insights competitor page |
| SB Telecom America | Digital marketing and IT/AI services | AI/big data and software services | Japanese-market services and real-time translation; less physical-space vertical evidence | CB Insights competitor page |
| Aibee | Physical-space vertical AI solutions | Target company | Broad vertical solution claims; pricing, market share, and IP not public | Aibee and CB Insights |
China-specific peer set is incomplete in public CB competitor page.
| axis | aibee position | competitor position | evidence and gap |
|---|---|---|---|
| Vertical breadth | Strong public breadth across malls, stores, parking, auto, banks, airports, tourism, smart real estate | NEC/Ayonix/Herta have biometric/video/security breadth but different vertical emphasis | Verify market share and active revenue by vertical |
| Biometric/video analytics depth | Face access, image/video analytics, user behavior, airport safety use cases | NEC/Herta/Ayonix also compete in biometrics and video analytics | Need accuracy, latency, bias, and compliance benchmarks |
| Distribution and references | Public Chinese physical-space deployment claims and Xiaomi/Baidu/GAC partner signals | NEC has incumbent enterprise/government distribution | Need customer references and win/loss analysis |
| Pricing transparency | No public pricing | Competitor pricing not assessed in-session | Request price book and competitor pricing benchmarks |
| Technology defensibility | Broad capability claims but no public patent/IP schedule | Competitors may have patents/certifications not assessed here | Request IP schedule and benchmarks |
Scores are qualitative public-source judgments.
Coordinates are analyst judgments based on public descriptions, not measured market share.
Aibee appears to sell through direct vertical enterprise deployments, strategic partnerships, and event/PR-led industry credibility. Public materials show deployment narratives but not pipeline, sales productivity, budgets, or conversion economics.
partially verified confidence: medium
Marketing and distribution signals emphasize vertical solutions, China physical-space customers, strategic partner announcements, and industry events; budgets and conversion are not public.
| channel | region or segment | public evidence | gap |
|---|---|---|---|
| Direct vertical enterprise sales | China malls, stores, airports, parking, tourism, banks | Official solutions and About page deployment claims | Pipeline, sales cycle, quota, and win rate not public |
| Strategic customer/investor channel | Xiaomi/Mi Home | Pandaily Xiaomi-led investment and 300 stores upgraded | Contract economics and future expansion terms private |
| Technology/solution partners | Baidu Apollo, Baidu Youjia, GAC | Official About/Influence pages cite projects | Revenue share, IP/data ownership, and liability private |
| Events, awards, and thought leadership | CCFA, Digital Finance-Banking, Parking China | Influence page event/award posts | Lead conversion and ROI not public |
| Geographic office footprint | Beijing, Shanghai, Guangzhou, Silicon Valley/Palo Alto, Seattle/Bellevue | Official About page contact locations | Current staffing and revenue by region not public |
Channel mix percentages are not public.
| signal | example | evidence | diligence caveat |
|---|---|---|---|
| Product launch content | AI Airport Total Solution | Official airport solution and influence pages | Product performance and customer adoption not independently benchmarked |
| Partner announcements | GAC, Baidu Apollo, Xiaomi | Official influence page and Pandaily | Contract economics and active status private |
| Awards/events | Digital Finance-Banking 2020 award, CCFA, Parking China | Official influence page | Awards/events do not prove revenue quality |
| Owned website freshness | 2021 published times / 2019 copyright | Official page metadata and footer | Need current sales collateral and live customer proof |
Marketing signals are not substitutes for funnel metrics.
Use as a GTM diligence map, not performance measurement.
partially verified confidence: medium
Major customer relationships are visible through logos and deployments, but status, trends, pipeline, and future growth with each customer are not public.
partially verified confidence: medium
Likely public avenues include direct enterprise vertical sales, strategic customer-investor channels such as Xiaomi, partner integrations such as Baidu Apollo/Baidu Youjia, and industry events/PR; actual funnel metrics are private.
not publicly verifiable confidence: high
No public information was found on sales compensation, average quota, sales cycle, rep productivity, or new-hire plan.
not publicly verifiable confidence: high
Public sources do not disclose marketing budget, cash runway, or resource capacity to execute the GTM plan.
Aibee publicly claims broad AI capabilities and product initiatives, but proprietary IP, model benchmarks, R&D costs, roadmap milestones, and engineering organization depth are private.
partially verified confidence: medium
Public sources identify technology domains and CEO background but not R&D headcount, org design, budget, process, or release governance.
| person or role | public background | relevance | gap |
|---|---|---|---|
| Yuanqing Lin | Founder, CEO; Baidu work history per CB Insights | Founder/key technical and strategic leadership signal | Current role scope, employment terms, ownership, succession not public |
| Qi Ruifeng | Aibee co-founder referenced in official event title | Additional founder/leadership signal | Current status, biography, ownership, role not public |
| Other executives | CB Insights says 11 executives but gates most names | Management depth and R&D leadership unknown | Full roster, technical leaders, board, attrition not public |
| R&D organization | Technology page lists AI domains but not teams | Breadth requires specialized teams | Headcount, budget, roadmap ownership, model governance not public |
Request R&D org chart and key-person references.
IP ownership and product milestones need private data.
partially verified confidence: medium
Public pipeline signals include airport total solution, 3D scanning, autonomous-valet cooperation, and retail/tourism workflows, but launch timing, costs, and critical dependencies are not public.
| project | status signal | expected date | verification | diligence request |
|---|---|---|---|---|
| AI Airport Total Solution | Official product page describes full-scenario airport solution | Not public | partially_verified | Customer references, product KPIs, security/privacy approvals |
| Robot 3D scanning / digital maps | Pandaily says Aibee developed efficient robot 3D scanning | Not public | partially_verified | Roadmap, IP ownership, accuracy benchmarks, customer adoption |
| Autonomous valet parking AVP sample room | Official Influence/About pages cite Baidu Apollo cooperation | Official About page referenced 2020/2021 rollout plans, now stale | inconclusive | Current status, commercialization, safety approvals, liability terms |
| AI pandemic prevention / fast boarding / temperature measurement | Pandaily mentions airport systems | Not public | partially_verified | Active status, regulatory approval, privacy/data retention |
| Retail/mall/visitor-flow analytics | Product list and deployment claims | Not public | partially_verified | Roadmap, unit economics, renewal/expansion metrics |
Pipeline economics and launch plans require company roadmap materials.
Public evidence confirms Yuanqing Lin as founder/CEO and indicates 11 executives, but the broader management roster, board, compensation, stock incentives, headcount, and turnover are not publicly verifiable.
not publicly verifiable confidence: medium
Only a skeletal public org chart can be inferred from CEO, co-founder reference, executive-count, offices, and functional needs; reporting lines are private.
| name or role | public title | tenure or prior roles | source | gap |
|---|---|---|---|---|
| Yuanqing Lin | Founder, Chief Executive Officer | Current; Baidu work history | CB Insights people page | Detailed bio, age if appropriate/public, ownership, employment agreement, references |
| Qi Ruifeng | Co-founder in official event title | Public event reference in 2020 influence page | Aibee influence page | Current role/status, full biography, ownership, employment agreement |
| Other executives | CB Insights indicates 11 executives but gates names/details | Not public | CB Insights people page | Complete management roster, board, role tenure, prior roles, references |
Management diligence is incomplete without company-provided roster.
| signal | public evidence | verification status | diligence request |
|---|---|---|---|
| Executive count | CB Insights: Aibee has 11 executives | verified | Full executive roster and reporting lines |
| Office footprint | Official About page lists Beijing, Shanghai, Guangzhou, Palo Alto, Bellevue/Seattle locations | partially_verified | Current employees by location and lease obligations |
| Career pages | Official navigation links social and campus recruiting pages | partially_verified | Open roles, hiring plan, acceptance rates, recruiter spend |
| Total headcount by function | Not public | not_publicly_verifiable | Monthly headcount and contractor roster by function/location for 24 months |
Headcount chart includes only public anchors.
Formal org chart must be requested.
not publicly verifiable confidence: medium
Office locations and executive count are public, but current headcount by function/location and projections are private.
Not a headcount trend; only public disclosure anchors.
partially verified confidence: medium
Yuanqing Lin’s founder/CEO role and Baidu history are public; a co-founder Qi Ruifeng appears in an Aibee event title; most biographies are not public.
not publicly verifiable confidence: high
Key employment agreements, compensation arrangements, and benefit plans were not publicly verifiable.
| area | public evidence | verification status | request |
|---|---|---|---|
| Compensation arrangements | No public compensation or employment agreements found | not_publicly_verifiable | Provide compensation schedule and executive employment agreements |
| Incentive stock plans | No public equity plan or option pool data found | not_publicly_verifiable | Provide incentive plan, option ledger, vesting and exercise terms |
| Employee relations | No public employee-relations claims identified in accessed sources | unverified | Provide HR claims log, labor matters, settlements, investigations |
| Personnel turnover | No public turnover data found | not_publicly_verifiable | Provide two-year turnover by function/location and retention plan |
All HR data should be treated as private until verified.
not publicly verifiable confidence: high
Incentive stock plans, option pool size, grants, vesting, and exercise terms were not public.
not publicly verifiable confidence: medium
No public employee-relations problems were identified in accessed sources, but this area is not publicly verifiable.
not publicly verifiable confidence: high
Turnover data for the last two years and retention-related benefits are not public.
No specific lawsuits or regulatory actions surfaced in the accessed public sources, but Aibee’s biometric, video, airport, banking, and physical-space deployments create privacy, cybersecurity, safety, IP, contract, and supplier/compliance diligence needs that cannot be resolved from public evidence.
unverified confidence: low
No pending lawsuit against Aibee was identified in the accessed public sources; this is unverified without formal legal searches and counsel confirmation.
| case | court or docket | filed date | status | source or gap |
|---|---|---|---|---|
| No specific lawsuit against Aibee identified in accessed public sources | Not public from accessed sources | — | unverified | Need China court/arbitration searches and counsel letters |
| Customer/implementation disputes | Not public | — | not_publicly_verifiable | Request claims/disputes log by customer and implementation |
| Employment/IP/privacy disputes | Not public | — | not_publicly_verifiable | Request HR/IP/privacy dispute schedule |
Absence of public-source hits is not a legal clearance.
Timeline is not a legal docket.
unverified confidence: low
No company-initiated litigation was identified in accessed public sources; this remains unverified.
| area | public evidence | risk | request |
|---|---|---|---|
| Company-initiated litigation | No specific public cases identified | Unknown IP/customer collections/enforcement posture | Initiated litigation and demand-letter schedule |
| Regulatory/privacy/cybersecurity | Face access, user behavior, airport and bank use cases are public | Biometric, airport, bank, and personal data compliance exposure | DPIAs, policies, regulator correspondence, audits, incident logs |
| Environmental/safety | Airport/parking/store installations imply physical-site responsibilities | Safety, installation, and site-liability claims | EHS policy, incident log, permits, responsibility matrix |
| Insurance | No coverage details public | Cyber/E&O/product liability/D&O coverage may be insufficient | Policies, limits, exclusions, claims history |
| Material contracts | Public partner/customer names but no contract terms | SLAs, indemnities, data rights, exclusivity, termination rights | Top contracts, DPAs, SLAs, supplier/customer/partner agreements |
Legal areas need counsel-led diligence.
partially verified confidence: medium
Aibee’s deployments are software/AI-heavy but include physical-site installations in airports, parking, stores, and scenic areas; safety and environmental liabilities are not public.
Risk heatmap is analyst assessment based on public evidence and gaps.
not publicly verifiable confidence: medium
Public sources list technology categories and product names but do not provide a material IP schedule or license/compliance records.
| asset or area | public signal | jurisdiction or scope | verification status | request |
|---|---|---|---|---|
| AI technology stack | CV, speech, NLU, big data, robotics capabilities claimed | Core product technology | partially_verified | Model inventory, benchmarks, invention assignments, code ownership |
| Product names / brands | Aibee AI Mall OS, AI Airport Total Solution, AI-BeeStore/AI-BeeTourism names used publicly | China and possible international marks | partially_verified | Trademark registrations/applications and brand-ownership schedule |
| Patents | No patent schedule found in accessed official materials | China/US/international | not_publicly_verifiable | Patent list, pending applications, office actions, assignments, encumbrances |
| Third-party/open-source licenses | No license schedule public | Software/model/data licensing | not_publicly_verifiable | Open-source scan, third-party licenses, data rights, model training data provenance |
Public technology claims are not enough to validate defensibility or freedom to operate.
not publicly verifiable confidence: high
Insurance coverage and material exposure schedules were not public.
not publicly verifiable confidence: high
Public sources identify customers and partners but not material contract terms, exclusivity, data-processing obligations, termination rights, warranties, indemnities, SLAs, or revenue commitments.
unverified confidence: medium
No public regulatory agency action was identified in accessed sources, but biometric, airport, bank, and video-analytics use cases create elevated privacy, cybersecurity, safety, and regulated-sector risk.
| ID | Claim | Status | Sources |
|---|---|---|---|
| EC-001 | CB Insights identifies Aibee as a Beijing-based, 2017-founded company at Series C stage and marked Alive, with $175.31M total raised and inclusion in the Unicorns collection. | verified high | SRC-001 |
| EC-002 | CB Insights reports Aibee raised $175.31M over 7 rounds, with latest Series C funding on March 17, 2022, and a $1.2B valuation in April 2021. | verified high | SRC-002 |
| EC-003 | Aibee has at least 24 investors in CB Insights, with public investor rows including China Merchants Capital, Xiaomi, China Chengtong Holdings, China Resources, and HongShan/Sequoia Capital China. | partially verified medium | SRC-002 |
| EC-004 | Audited financial statements, revenue, gross margin, backlog, AR aging, debt terms, tax positions, and accounting policies were not disclosed in the accessed public sources. | not publicly verifiable high | SRC-001SRC-002SRC-007 |
| EC-005 | CB Insights describes Aibee as providing AI solutions across vertical industries using computer vision, speech recognition, natural-language understanding, and big-data analytics. | verified high | SRC-001 |
| EC-006 | Aibee official materials list solutions for malls, brand chain stores, parking, auto 4S stores, bank branches, airports, scenic areas, and smart real-estate sales offices, plus product services such as traffic analytics, recommendations, navigation, face access, elevator dispatch, and parking guidance. | verified high | SRC-006 |
| EC-007 | Aibee says it was founded in November 2017 and advocates an Offline Online One-world concept using multi-modal AI to connect offline and online operations. | verified high | SRC-007 |
| EC-008 | Aibee official About page claims deployments with K11, Red Star Macalline, 13 top-30 commercial real-estate brands, nearly 100 large shopping centers, 21 smart parking lots in 11 cities, GAC, 255 VR digital 4S stores, Daxing Airport commercial stores, five large airports/airlines, more than 260 scenic areas, and banks. | partially verified medium | SRC-007 |
| EC-009 | Aibee official About page reports cooperation with major airports/airlines and bank smart-branch solutions, supporting transportation and financial-services vertical claims. | partially verified medium | SRC-007 |
| EC-010 | Aibee official About page claims cumulative financing above $170M, broadly consistent with CB Insights $175.31M total raised. | verified high | SRC-007SRC-002 |
| EC-011 | Aibee official technology page lists five AI capability areas: computer vision, speech recognition, natural-language understanding, big-data analysis, and robotics, with sub-capabilities including object detection/tracking/recognition, segmentation, behavior detection, indoor positioning, 3D reconstruction, AR, voiceprint, recommendation, prediction, heterogeneous/parallel computing, localization, perception, and path planning. | verified high | SRC-008 |
| EC-012 | Aibee airport product page claims an AI Airport Total Solution that digitizes all airport scenarios, processes, and offline data to support safety, operations, passenger service, and commercial applications. | partially verified medium | SRC-010 |
| EC-013 | Aibee influence page lists public announcements involving its airport total solution, GAC digital-store project, Digital Finance-Banking award, Baidu Apollo autonomous-valet cooperation, parking digitalization, UAE ambassador visit, CCFA events, and co-founder Qi Ruifeng speaking engagements. | partially verified medium | SRC-009 |
| EC-014 | Pandaily reported in March 2022 that Aibee completed a strategic investment led by Xiaomi and followed by China Merchants Capital; the article also cites Aibee angel financing of 165M yuan in January 2018 and a Xiaomi Mi Home store-digitalization cooperation that upgraded 300 stores within two months. | verified high | SRC-011 |
| EC-015 | Pandaily reported that Aibee focuses on shopping centers, brand chain stores, airports, tourist spots, and high-speed railway stations, has robot 3D scanning technology, and works with major airports and more than 350 top tourist spots. | partially verified medium | SRC-011 |
| EC-016 | CB Insights people page reports Aibee has 11 executives and names Yuanqing Lin as current Founder and Chief Executive Officer with Baidu work history. | verified high | SRC-003 |
| EC-017 | CB Insights competitor page lists NEC as Aibee’s top competitor and additional alternatives including Ayonix, Herta, SB Telecom America, and NEC descriptions across biometric, video analytics, facial recognition, and AI/big-data services. | verified high | SRC-004 |
| EC-018 | CB Insights customers page identifies customer success metrics for Aibee as accuracy and real-time latency but does not disclose named customer references, revenue by customer, churn, or concentration. | partially verified medium | SRC-005 |
| EC-019 | Aibee official About page lists offices/contact points in Beijing, Shanghai, Guangzhou, Palo Alto, and Bellevue/Seattle-area locations. | partially verified medium | SRC-007 |
| EC-020 | Public evidence reviewed supports Aibee eligibility as a private unicorn candidate: CB Insights lists it as Series C | Alive and in the Unicorns collection; no accessed public source indicated IPO, acquisition, or shutdown. | partially verified high | SRC-001SRC-002SRC-006SRC-011SRC-012 |
| EC-021 | Pricing, contract values, current ARR/revenue, gross margin, pipeline, sales productivity, marketing budgets, and customer-by-customer revenue are not publicly verifiable from the accessed sources. | not publicly verifiable high | SRC-001SRC-002SRC-006SRC-007SRC-005 |
| EC-022 | Aibee’s solutions appear dependent on physical-space data capture, AI models, cameras/sensors, edge/cloud compute, and customer-site integrations, but specific suppliers and concentration are not publicly disclosed. | partially verified medium | SRC-006SRC-008SRC-010 |
| EC-023 | Aibee’s public R&D pipeline is visible only through product/solution claims such as airport total solution, robot 3D scanning, autonomous-valet cooperation, and AI-enabled retail/tourism workflows; costs, milestones, and launch dates are private. | partially verified medium | SRC-009SRC-010SRC-011 |
| EC-024 | Public management disclosure is shallow beyond Yuanqing Lin and a co-founder speaking-event reference for Qi Ruifeng; CB Insights gates most executive names. | partially verified medium | SRC-003SRC-009 |
| EC-025 | Compensation arrangements, incentive stock plans, employee relations issues, and personnel turnover were not publicly verifiable from the accessed sources. | not publicly verifiable high | SRC-003SRC-007 |
| EC-026 | No specific pending lawsuits, company-initiated litigation, regulatory agency actions, environmental liabilities, insurance policies, or material contract terms were identified in the accessed public sources; this remains unverified rather than cleared. | unverified low | SRC-001SRC-002SRC-006SRC-007SRC-009SRC-011 |
| EC-027 | Aibee publicly claims broad technical capabilities and product/service names, but material patents, trademarks, copyrights, source-code ownership, model licenses, and open-source compliance were not publicly verifiable in the accessed sources. | not publicly verifiable medium | SRC-006SRC-008 |
| EC-028 | Aibee’s use cases involve biometric, video, traffic-flow, airport, retail, and passenger/customer data, creating privacy, cybersecurity, safety, and regulated-sector compliance risk that is not resolved by public evidence. | partially verified medium | SRC-006SRC-008SRC-010SRC-011 |
| EC-029 | Customer concentration and deployment-quality risk cannot be assessed publicly because public sources disclose logos and counts but not revenue contribution, gross retention, churn, active deployments, SLA performance, or contract value. | not publicly verifiable high | SRC-005SRC-007SRC-011 |
| EC-030 | Several official Aibee pages fetched through Jina list 2021 publication timestamps and copyright 2019, making source freshness a material limitation despite 2022 independent news and current CB Insights status. | inconclusive medium | SRC-006SRC-007SRC-008SRC-009SRC-010SRC-011SRC-001 |
| EC-031 | Aibee’s public scenic-area deployment count appears to have moved from more than 260 on the official About page to more than 350 in Pandaily’s 2022 article, suggesting growth or differing counting periods, but neither source discloses revenue or active status. | partially verified medium | SRC-007SRC-011 |
| ID | Publisher | Title | Accessed |
|---|---|---|---|
| SRC-001 | CB Insights | Aibee company profile | 2026-05-17 |
| SRC-002 | CB Insights | Aibee financials, funding, valuation, and investors | 2026-05-17 |
| SRC-003 | CB Insights | Aibee people profile | 2026-05-17 |
| SRC-004 | CB Insights | Aibee alternatives and competitors | 2026-05-17 |
| SRC-005 | CB Insights | Aibee customers profile | 2026-05-17 |
| SRC-006 | Aibee | Aibee official homepage | 2026-05-17 |
| SRC-007 | Aibee | About Aibee | 2026-05-17 |
| SRC-008 | Aibee | Aibee core technologies | 2026-05-17 |
| SRC-009 | Aibee | Aibee influence and announcements page | 2026-05-17 |
| SRC-010 | Aibee | Aibee AI Airport Total Solution | 2026-05-17 |
| SRC-011 | Pandaily | Xiaomi Invests in AI Company Aibee | 2026-05-17 |
| SRC-012 | User prompt citing CB Insights current unicorn list | User-provided candidate unicorn draw | 2026-05-17 |
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.