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Arbor

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uuid0005q95

Namestring
Arbor
Legal namestring
Find Arbor Incorporated
Websiteurl
findarbor.com
Company typeenum
Private
Founded yearint
2025
Descriptiontext

Arbor (legally Find Arbor Incorporated) is a New York-based, venture-backed AI company founded in 2022 that builds Umi, an AI researcher for the frontline. Umi runs adaptive, voice-based interviews with frontline employees and customers at enterprise scale, automatically transcribes the conversations, and synthesizes themes, root causes, supporting quotes, and recommended actions into dashboards, reports, and proactive alerts. The underlying platform combines natural language processing, voice AI, conversational AI, multilingual NLU, knowledge retrieval across interview corpora, and generative AI for interview design and report writing, organized into nine modules spanning Create, Listen, Understand, and Act stages.

Arbor sells Umi to enterprise operations, HR, customer experience, transformation, and EHS leaders across manufacturing, logistics, retail, transportation, construction, and hospitality via a demo-led, direct enterprise sales motion. There is no self-serve pricing — all product and solution pages route to 'Book a Demo' or 'Get a Demo' CTAs, and customer agreements are subscription-based priced per Order Form with net-30 invoicing. Named customers and case studies include First Student, Lyons, Generate, Urban Farmer, and Pop-Up Menu on the homepage, plus disclosed outcomes at a national freight carrier ($5.2M annual savings), a food manufacturer ($1.2M savings, 83% engagement lift), and a global bus operator with 200+ locations ($11.4M estimated annual savings). Early customers reportedly achieve 85-90% participation rates on Umi voice interviews.

Arbor is privately held, SOC 2 Type 2 certified, GDPR and CCPA compliant, and uses AES-256 encryption with TLS/SSL, 24/7 monitoring, SBOM tracking, and regular VAPT. In February 2026 the company announced $6.3M in combined seed and pre-seed funding led by 645 Ventures with Next Play Ventures, Chaac Ventures, Comma Capital, and angel investors; proceeds are earmarked to expand the New York-based engineering, product, and go-to-market teams and to extend Umi into additional industries and use cases beyond the initial four verticals.

Short descriptiontext

Arbor (Find Arbor Incorporated) is a New York-based AI company that builds Umi, a voice-AI researcher that runs adaptive interviews with frontline employees and customers and turns the conversations into operational insights, root-cause analysis, and recommended actions for enterprise leaders in manufacturing, logistics, retail, transportation, construction, and hospitality.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
11–50
akta.pro rankint
HeadquartersNew York, United States
HQ citystring
New York
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
conversational AI platform, voice research software, enterprise AI interviews, frontline intelligence, AI workforce analytics
NAICS code2 codes
  • Computer Systems Design and Related Services54151
  • Custom Computer Programming Services541511
SIC code2 codes
  • Services-Computer Integrated Systems Design7373
  • Services-Computer Programming, Data Processing, Etc.7370
Product category
Conversational AI / Voice Research Platform
Social media profiles1 record
GTM motion3 records

Each record includes

Type, Description, Source

Revenue model1 record
1Subscription / SaaS Fees
TypeSubscription Recurring
Description

Arbor charges enterprise customers fees described on an Order Form under a Terms of Service subscription-style agreement, with 30-day notice for fee changes, monthly invoicing, net-30 payment terms, and the right to suspend access for non-payment — consistent with recurring SaaS revenue.

findarbor.com
Marketing channels5 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels2 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Pricing details1 tier
1Quote-based enterprise subscription pricing per Order Form
ModelSubscription
Notes

Fees specified per Order Form; company reserves right to change fees on 30 days' notice; invoices due within 30 days. No public price list.

findarbor.com
GTM typeB2B
B2B
Offering typeSoftware
Software
Brand1 record
1Umi
Description

Arbor's AI researcher that runs natural, voice-based interviews with frontline employees and customers at scale, turning conversations into operational insights, dashboards, and recommendations.

findarbor.com
Core offering1 text field

Arbor sells Umi, an AI research platform that conducts natural, voice-based interviews with frontline employees and customers at enterprise scale and synthesizes those conversations into operational insights, root-cause analyses, dashboards, and recommended actions for leaders. The platform is packaged into role-based solutions (Operations, People & HR, Customer Experience, Executives & Transformation, Safety & EHS) and industry-tailored solutions (Logistics & Freight, Construction, Manufacturing, Hospitality, Retail & QSR), all delivered as a subscription priced per Order Form.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 4 values shown
  • $5.2M in annual savings and significant improvement in on-time delivery for a national freight carrier after addressing detention times and shift scheduling identified via Arbor.
+3 more records
Product overview1 text field

Arbor offers a single unified AI research platform centered on its core product Umi — Arbor's AI researcher for the frontline — together with a set of integrated Umi modules (Interview Creator, Question Assistant, AI-Powered Conversations, Response Library, Insights Assistant, Ask Umi, Live Interview Analytics, Shareable Reporting, and AI Recommendations & Proactive Alerts) organized around a Create → Listen → Understand → Act workflow. On top of the Umi core, Arbor packages the same platform as role-based solutions (Operations, People & HR, Customer Experience, Executives & Transformation, Safety & EHS) and industry-tailored solutions (Logistics & Freight, Construction, Manufacturing, Hospitality, Retail & QSR), all powered by the same conversational AI, transcription, synthesis, and proactive-alerting engine.

Product and service1 record
1Umi
Scale indicator7 records

Each record includes

Type, Value, Description, Source

Partnership1 partner
Strategic tierMinorTypeGTM or Marketing PartnerAnnounced on2026-02-03
Description

Distributed Arbor's funding announcement press release on 2026-02-03, which was then republished across multiple tech and business outlets.

Recent move7 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight6 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

AI-moderated research platform that runs conversational AI interviews with customers and users to surface qualitative insights at scale. Closest direct competitor to Arbor's Umi in concept, though Outset is more skewed toward consumer/market research than operational frontline listening.

TypeBroad incumbent
Description

Incumbent experience-management platform covering employee engagement, customer experience, and market research across large enterprises. Overlaps with Arbor across the employee and customer listening use cases, and is the dominant procurement incumbent Arbor must displace.

TypeBroad incumbent
Description

Enterprise customer and employee experience platform with strong presence in retail, hospitality, and multi-site operators. Overlaps directly with Arbor's CX and frontline use cases, with materially deeper enterprise distribution and integrations.

TypeDirect peer
Description

Employee engagement and people analytics platform focused on continuous listening, pulse surveys, and HR analytics. Closely comparable to Arbor's People & HR solution and a likely substitute buyer for HR-led listening deployments.

TypeBroad incumbent
Description

Continuous employee listening platform owned by Workday, with strong distribution into HR buyers at large enterprises. Direct overlap with Arbor's People & HR solution and a meaningful competitive threat given Workday's HRIS bundling.

TypeDirect peer
Description

AI-led consumer research platform that conducts AI-moderated interviews and synthesizes qualitative insights. Conceptually aligned with Arbor's voice-AI synthesis approach; competes for the same enterprise market-research and customer-insight budgets.

TypeEmerging player
Description

In-product user research and feedback platform combining surveys, concept tests, and AI analysis for product and CX teams. Overlaps with Arbor's CX and customer-insight use cases; smaller scope but competing for similar budget.

TypeEmerging player
Description

Enterprise video and voice AI interview platform historically focused on hiring, expanding into broader employee conversations. Comparable technology stack (voice/video AI at scale) but applied to talent use cases rather than ongoing operational listening.

TypeBroad incumbent
Description

Enterprise employee engagement and survey platform tightly integrated with Microsoft 365 and Teams. Competes with Arbor's People & HR solution, with structural advantages from Microsoft bundling and enterprise procurement defaults.

TypeOthers
Description

Customer insights and UX research platform that organizes qualitative data into themes and reports. Adjacent rather than directly competitive — overlaps on the synthesis side of Arbor's workflow but does not run voice-AI interviews.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat5 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers5 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment10 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile5 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
No

Docs URL, Description

AI capability13 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature11 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles3 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

Subsidiaries1 record

Each record includes

Name, Acquired on, Relationship type, Type, Business focus

Compliance4 records

Each record includes

Name, Class, Description

Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds2 records

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors4 records

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Arbor

Conversational AI / Voice Research Platformfindarbor.com

Arbor (Find Arbor Incorporated) is a New York-based AI company that builds Umi, a voice-AI researcher that runs adaptive interviews with frontline employees and customers and turns the conversations into operational insights, root-cause analysis, and recommended actions for enterprise leaders in manufacturing, logistics, retail, transportation, construction, and hospitality.

What Arbor does

Arbor (legally Find Arbor Incorporated) is a New York-based, venture-backed AI company founded in 2022 that builds Umi, an AI researcher for the frontline. Umi runs adaptive, voice-based interviews with frontline employees and customers at enterprise scale, automatically transcribes the conversations, and synthesizes themes, root causes, supporting quotes, and recommended actions into dashboards, reports, and proactive alerts. The underlying platform combines natural language processing, voice AI, conversational AI, multilingual NLU, knowledge retrieval across interview corpora, and generative AI for interview design and report writing, organized into nine modules spanning Create, Listen, Understand, and Act stages.

Arbor sells Umi to enterprise operations, HR, customer experience, transformation, and EHS leaders across manufacturing, logistics, retail, transportation, construction, and hospitality via a demo-led, direct enterprise sales motion. There is no self-serve pricing — all product and solution pages route to 'Book a Demo' or 'Get a Demo' CTAs, and customer agreements are subscription-based priced per Order Form with net-30 invoicing. Named customers and case studies include First Student, Lyons, Generate, Urban Farmer, and Pop-Up Menu on the homepage, plus disclosed outcomes at a national freight carrier ($5.2M annual savings), a food manufacturer ($1.2M savings, 83% engagement lift), and a global bus operator with 200+ locations ($11.4M estimated annual savings). Early customers reportedly achieve 85-90% participation rates on Umi voice interviews.

Arbor is privately held, SOC 2 Type 2 certified, GDPR and CCPA compliant, and uses AES-256 encryption with TLS/SSL, 24/7 monitoring, SBOM tracking, and regular VAPT. In February 2026 the company announced $6.3M in combined seed and pre-seed funding led by 645 Ventures with Next Play Ventures, Chaac Ventures, Comma Capital, and angel investors; proceeds are earmarked to expand the New York-based engineering, product, and go-to-market teams and to extend Umi into additional industries and use cases beyond the initial four verticals.

Arbor firmographics

Firmographics
Name
Arbor
Legal name
Find Arbor Incorporated
Website
https://findarbor.com
Company type
Private
Founded year
2025
Operating status
Operating
Headcount range
11–50 employees
Short description
Arbor (Find Arbor Incorporated) is a New York-based AI company that builds Umi, a voice-AI researcher that runs adaptive interviews with frontline employees and customers and turns the conversations into operational insights, root-cause analysis, and recommended actions for enterprise leaders in manufacturing, logistics, retail, transportation, construction, and hospitality.
Ownership category
akta.pro rank

Where Arbor is headquartered

Location

Headquarters

HQ city
New York
HQ country
United States
HQ region
North America

Offices1 record

Markets served

Arbor business model

Business model
GTM type
B2B
Offering type
Software
Cost components
Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

  1. Subscription / SaaS Fees: Arbor charges enterprise customers fees described on an Order Form under a Terms of Service subscription-style agreement, with 30-day notice for fee changes, monthly invoicing, net-30 payment terms, and the right to suspend access for non-payment — consistent with recurring SaaS revenue.

Pricing tiers

ModelBillingPrice
Subscription—Quote-based enterprise subscription pricing per Order Form

Go-to-market motion3 records

Distribution channels2 records

Marketing channels5 records

Arbor product offering

Product offering

Core offering

Arbor sells Umi, an AI research platform that conducts natural, voice-based interviews with frontline employees and customers at enterprise scale and synthesizes those conversations into operational insights, root-cause analyses, dashboards, and recommended actions for leaders. The platform is packaged into role-based solutions (Operations, People & HR, Customer Experience, Executives & Transformation, Safety & EHS) and industry-tailored solutions (Logistics & Freight, Construction, Manufacturing, Hospitality, Retail & QSR), all delivered as a subscription priced per Order Form.

Product overview

Arbor offers a single unified AI research platform centered on its core product Umi — Arbor's AI researcher for the frontline — together with a set of integrated Umi modules (Interview Creator, Question Assistant, AI-Powered Conversations, Response Library, Insights Assistant, Ask Umi, Live Interview Analytics, Shareable Reporting, and AI Recommendations & Proactive Alerts) organized around a Create → Listen → Understand → Act workflow. On top of the Umi core, Arbor packages the same platform as role-based solutions (Operations, People & HR, Customer Experience, Executives & Transformation, Safety & EHS) and industry-tailored solutions (Logistics & Freight, Construction, Manufacturing, Hospitality, Retail & QSR), all powered by the same conversational AI, transcription, synthesis, and proactive-alerting engine.

Differentiator

Problem solved

Functional benefit

Brands

  • Umi: Arbor's AI researcher that runs natural, voice-based interviews with frontline employees and customers at scale, turning conversations into operational insights, dashboards, and recommendations.

Products and services

  • Umi

Quantifiable outcome

  • $5.2M in annual savings and significant improvement in on-time delivery for a national freight carrier after addressing detention times and shift scheduling identified via Arbor.
  • +3 more outcomes

Companies that use Arbor

Customer profile

Named customers5 records

Segments10 records

Ideal customer profiles5 records

Arbor technology and API

Technology

Technology focussed Yes

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

AI capability13 records

Feature11 records

Arbor partnerships and signals

Strategic signal

Partnerships

One partnership is on record.

  • PR NewswireminorGTM or Marketing Partner · 3 February 2026Distributed Arbor's funding announcement press release on 2026-02-03, which was then republished across multiple tech and business outlets.

Scale indicators7 records

Recent moves7 records

Expansion highlights6 records

Arbor competitors and assessment

Company assessment

Direct peers

  • Outset: AI-moderated research platform that runs conversational AI interviews with customers and users to surface qualitative insights at scale. Closest direct competitor to Arbor's Umi in concept, though Outset is more skewed toward consumer/market research than operational frontline listening.
  • Culture Amp: Employee engagement and people analytics platform focused on continuous listening, pulse surveys, and HR analytics. Closely comparable to Arbor's People & HR solution and a likely substitute buyer for HR-led listening deployments.
  • Listen Labs: AI-led consumer research platform that conducts AI-moderated interviews and synthesizes qualitative insights. Conceptually aligned with Arbor's voice-AI synthesis approach; competes for the same enterprise market-research and customer-insight budgets.

Broad incumbents

  • Qualtrics: Incumbent experience-management platform covering employee engagement, customer experience, and market research across large enterprises. Overlaps with Arbor across the employee and customer listening use cases, and is the dominant procurement incumbent Arbor must displace.
  • Medallia: Enterprise customer and employee experience platform with strong presence in retail, hospitality, and multi-site operators. Overlaps directly with Arbor's CX and frontline use cases, with materially deeper enterprise distribution and integrations.
  • Workday Peakon Employee Voice: Continuous employee listening platform owned by Workday, with strong distribution into HR buyers at large enterprises. Direct overlap with Arbor's People & HR solution and a meaningful competitive threat given Workday's HRIS bundling.
  • Microsoft Viva Glint: Enterprise employee engagement and survey platform tightly integrated with Microsoft 365 and Teams. Competes with Arbor's People & HR solution, with structural advantages from Microsoft bundling and enterprise procurement defaults.

Emerging players

  • Sprig: In-product user research and feedback platform combining surveys, concept tests, and AI analysis for product and CX teams. Overlaps with Arbor's CX and customer-insight use cases; smaller scope but competing for similar budget.
  • HireVue: Enterprise video and voice AI interview platform historically focused on hiring, expanding into broader employee conversations. Comparable technology stack (voice/video AI at scale) but applied to talent use cases rather than ongoing operational listening.

Others

  • Dovetail: Customer insights and UX research platform that organizes qualitative data into themes and reports. Adjacent rather than directly competitive — overlaps on the synthesis side of Arbor's workflow but does not run voice-AI interviews.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Arbor social profiles

Digital presence

Arbor compliance and trust

Trust signal

Compliance4 records

Arbor financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Arbor leadership team

Management profile

Number of profiles

Profiles3 records

Arbor subsidiaries and ownership

Company hierarchy

Subsidiaries1 record

Arbor funding detail

Funding detail

Funding overview

Funding rounds2 records

Investors4 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Arbor M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Arbor

What does Arbor do?

Arbor sells Umi, an AI research platform that conducts natural, voice-based interviews with frontline employees and customers at enterprise scale and synthesizes those conversations into operational insights, root-cause analyses, dashboards, and recommended actions for leaders. The platform is packaged into role-based solutions (Operations, People & HR, Customer Experience, Executives & Transformation, Safety & EHS) and industry-tailored solutions (Logistics & Freight, Construction, Manufacturing, Hospitality, Retail & QSR), all delivered as a subscription priced per Order Form.

Is Arbor a public or private company?

Arbor is a private company. It is classified as venture growth investor backed and is currently operating.

When was Arbor founded?

Arbor was founded in 2025. It employs 11 to 50 people.

Where is Arbor based?

Arbor is headquartered in New York, United States, in the North America region.

How does Arbor make money?

One revenue line is on record: subscription / SaaS Fees.

Who are Arbor's main competitors?

Direct peers on record are Outset, Culture Amp and Listen Labs. Broad incumbents are Qualtrics, Medallia, Workday Peakon Employee Voice and Microsoft Viva Glint. Emerging players are Sprig and HireVue. Dovetail is listed as an others.

Does Arbor have an API?

No public API is recorded for Arbor.

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Live signals
Pulse 2.0Arbor: $6.3 Million Raised To Turn Frontline Voices Into Operational IntelligenceArbor, an AI research platform focused on enterprise operations, has raised $6.3 million in combined seed and pre-seed funding, with the seed round led by 645 Ventures and participation from Next Play Ventures, Chaac Ventures, Comma Capital, and angel investors. The company offers an AI-powered interview platform designed to capture insights from frontline employees and customers, claiming early customers achieve 85-90% participation rates and identify operational constraints resulting in seven-figure cost savings. The funding will be used to expand engineering, product, and go-to-market teams as Arbor grows beyond its current focus on manufacturing, logistics, and retail sectors.The SaaS NewsArbor Secures $6.3 Million in FundingArbor, a New York-based AI research platform for enterprise operations, has secured $6.3 million in combined Seed and pre-Seed funding. The round was led by 645 Ventures with participation from Next Play Ventures, Chaac Ventures, Comma Capital, and angel investors. The company plans to use the funds to expand its engineering, product, and go-to-market teams and accelerate product development to serve additional industries and enterprise use cases.PR NewswireArbor Raises $6.3M to Turn Frontline Voices into Operational IntelligenceArbor, an AI research platform for enterprise operations, has raised $6.3 million in combined seed and pre-seed funding, with the seed round led by 645 Ventures and participation from Next Play Ventures, Chaac Ventures, and Comma Capital. The funding will accelerate product development and team expansion in New York to meet growing enterprise demand for unlocking insights from frontline employee and customer conversations. Early customers are reportedly achieving participation rates of 85-90% and uncovering operational bottlenecks driving seven-figure cost savings.Venture Capital Access OnlineArbor Raises $6.3M to Turn Frontline Voices into Operational IntelligenceArbor, an AI research platform for enterprise operations, has raised $6.3 million in combined seed and pre-seed funding led by 645 Ventures with participation from Next Play Ventures, Chaac Ventures, Comma Capital, and angel investors. The funding will accelerate product development and team expansion in New York as the company addresses growing demand from enterprises seeking to capture insights from frontline employees and customers. Early customers report participation rates of 85-90% and are uncovering operational bottlenecks that drive seven-figure cost savings.FinSMEsArbor Raises $6.3M in Seed and Pre-Seed FundingArbor, a NYC-based AI research platform provider for enterprises, raised $6.3M in combined seed and pre-seed funding, led by 645 Ventures with participation from Next Play Ventures, Chaac Ventures, Comma Capital, and angel investors. The company intends to use the proceeds to accelerate product development and expand its team in New York. Co-founded by Veronica Ma and Kelly Zhou, Arbor serves operationally complex enterprises across manufacturing, logistics, retail, and transportation sectors.Tech Funding NewsAlphabet's Waymo eyes $16B round to crush Tesla robotaxis — TFNArbor has raised $6.3 million in seed funding led by 645 Ventures to develop its AI-driven platform that analyzes real-time operational conversations across industries. The platform aims to help businesses identify patterns and improve efficiency, with plans to expand into manufacturing, logistics, and retail sectors. The funding will support growth in engineering, product, and sales teams.FindarborWhat is People Analytics?The article defines People Analytics, also known as HR or workforce analytics, as the practice of analyzing HR data to optimize business practices and improve decision-making based on evidence. It outlines key benefits including strategic workforce planning, enhanced employee engagement, and improved performance management through data-driven insights. The piece concludes by promoting Arbor Data's people insights platform as a tool to help leaders leverage these analytics for better business outcomes.