Cohesive

Cover Block

PUBLIC

Name	Cohesive
Tagline	Agentic CRM for blue-collar services
Headquarters	New York, USA
Founded	2024
Stage	Seed
Business Model	SaaS
Industry	Other
Technology	AI / Machine Learning
Geography	North America
Growth Profile	SMB / Main Street
Founding Team	Co-Founders (2)
Funding Label	Undisclosed (total disclosed ~$500,000)

Links

PUBLIC

• Website: https://getcohesiveai.com
• Y Combinator: https://www.ycombinator.com/companies/cohesive

Executive Summary

PUBLIC Cohesive is an early-stage bet that agentic automation can unlock growth for the vast, offline-heavy blue-collar services sector, a market historically underserved by enterprise software. Founded in 2024 and backed by Y Combinator, the company is building a CRM that automates sales and marketing outreach for businesses in janitorial, landscaping, and pest control, targeting owners who lack dedicated sales teams [Y Combinator, 2024]. The founding team, Nam Nguyen and Kevin Zhang, launched the company in New York and have reportedly grown to over 350 customers across commercial cleaning, landscaping, and pest control [Y Combinator, 2024]. The core product differentiates by focusing on outbound automation for local, field-based services, a wedge distinct from incumbent platforms built for job management and scheduling. Capitalization is light, with an estimated $500,000 in total disclosed funding from a group of pre-seed and university-affiliated funds [PitchBook, 2026]; the business model is SaaS, with revenue reportedly growing from $300,000 in June 2024 to $880,000 by September 2025 [GetLatka, 2025]. Over the next 12-18 months, the key watchpoints are whether the team can translate its early user base into durable, high-retention contracts, expand beyond its initial service verticals, and secure institutional capital to scale its tiny, eight-person team [GetLatka, 2025]. Data Accuracy: YELLOW -- Core company description and founding team confirmed by Y Combinator; revenue and headcount figures are self-reported via a single secondary source.

Taxonomy Snapshot

Axis	Value
Stage	Seed
Business Model	SaaS
Industry / Vertical	Other (Blue-Collar Services)
Technology Type	AI / Machine Learning
Geography	North America
Growth Profile	SMB / Main Street
Founding Team	Co-Founders (2)
Funding	Undisclosed (total disclosed ~$500,000)

Company Overview

PUBLIC

Cohesive is a seed-stage software company founded in 2024 by Nam Nguyen and Kevin Zhang. The company is based in New York, and its public narrative positions it as an early entrant applying agentic AI workflows to the sales and marketing operations of blue-collar service businesses [Y Combinator, 2024].

Its founding appears to have been accelerated by acceptance into the Y Combinator accelerator program, a common launchpad for early-stage ventures. The company's first public traction milestone was the reported acquisition of over 350 customers across commercial cleaning, landscaping, and pest control sectors, a figure cited in its Y Combinator profile [Y Combinator, 2024]. By mid-2024, the company reported revenue of $300,000, which grew to $880,000 by September 2025, according to a third-party interview [GetLatka, 2025]. The team has scaled from two employees at the time of its YC profile to eight by 2025 [Y Combinator, 2024] [GetLatka, 2025].

Data Accuracy: YELLOW -- Core facts (founding, team, YC affiliation) are confirmed by the Y Combinator directory. Revenue and customer metrics are from a single third-party interview and lack independent public corroboration.

Product and Technology

MIXED

Cohesive’s product is defined by a specific wedge: automating the sales and marketing motions for owners of blue-collar service businesses who lack dedicated sales teams. The platform, described as an "agentic CRM," appears to target the initial stages of customer acquisition for sectors like commercial cleaning, landscaping, HVAC, and pest control [Y Combinator, 2024]. Its core function, based on the company’s public description, is to handle market research, automated outreach, and signal-based follow-ups on behalf of the business owner [Y Combinator, 2024]. This positions it not as a general-purpose CRM for managing existing customer relationships, but as a tool to generate new leads and bookings with minimal daily input from the operator.

The technology stack is not detailed in public sources. The "agentic" label suggests a system where multiple AI-driven workflows operate semi-autonomously to execute a sales sequence, a technical approach that would require robust integration with communication channels (email, SMS) and data sources for lead generation. The company’s own blog posts reference features tailored for janitorial and landscaping businesses, indicating a degree of vertical-specific customization in its outreach logic and customer targeting [Cohesive AI, 2026].

Public traction claims provide the clearest signal of the product’s current surface area. With over 350 active business owners reported as customers, the platform is being used primarily by commercial cleaning, landscaping, and pest control companies [Y Combinator, 2024]. Revenue figures, while self-reported and unverified, suggest a product monetized through subscription: reported revenue grew from $300,000 in June 2024 to $880,000 by September 2025 [GetLatka, 2025]. This growth implies an average annual contract value in the low thousands, consistent with an SMB-focused SaaS model for a critical but non-enterprise function.

Data Accuracy: YELLOW -- Product claims are sourced from the company's Y Combinator page and blog; revenue and user metrics are single-source, self-reported figures.

Market Research

PUBLIC

A market defined by manual processes and fragmented ownership is often the ripest for automation, and the blue-collar services sector fits that description precisely. This analysis examines the potential for agentic CRM adoption among small and medium-sized businesses (SMBs) in fields like commercial cleaning, landscaping, and HVAC, where Cohesive has placed its initial wedge.

Direct third-party market sizing for an "agentic CRM" category does not yet exist, given its nascency. However, the total addressable market (TAM) can be approximated by the broader SMB software spend for field service management. According to a Gartner report, the worldwide market for field service management software was projected to reach $5.3 billion in 2024, with a compound annual growth rate (CAGR) of 12.5% [Gartner, 2024]. The serviceable obtainable market (SOM) is narrower, focusing on the specific verticals Cohesive targets. For example, the U.S. commercial cleaning services industry alone was estimated at $98 billion in 2023, with over 900,000 businesses, the vast majority being small operators [IBISWorld, 2023]. This suggests a large pool of potential customers for whom sales automation could be a novel efficiency gain.

Several demand drivers underpin this opportunity. The primary tailwind is the persistent labor shortage in skilled trades, which forces business owners to spend more time in the field and less on business development [U.S. Chamber of Commerce, 2024]. This creates a direct need for tools that can augment or replace manual sales outreach. Secondly, digital adoption among these traditionally offline businesses accelerated post-pandemic, with owners becoming more comfortable using mobile apps for scheduling and invoicing, lowering the barrier to adopting more advanced sales software [McKinsey, 2023]. Finally, competitive pressure is rising as national franchises and private equity-backed consolidators use sophisticated marketing technology, pushing independent operators to seek similar capabilities to retain and grow their local customer base.

Key adjacent markets include general-purpose CRM platforms like Salesforce and HubSpot, which serve as substitutes but are not built for the specific workflows of a field service owner. The more direct substitute market is the incumbent field service management software, which often bundles CRM, scheduling, and dispatch. Regulatory forces are minimal for the software itself, though data privacy regulations (like state-level consumer data laws) apply to the customer information managed within the platform. A macro force to monitor is interest rates; higher borrowing costs could constrain SMB investment in new software subscriptions, though the value proposition of direct revenue generation through automated sales outreach may prove resilient.

Field Service Management Software (Global) | 5.3 | $B
U.S. Commercial Cleaning Services | 98 | $B

The chart illustrates the substantial market context. The global software spend, while smaller in dollar terms, represents the direct budget for solutions like Cohesive. The massive size of the underlying service industries highlights the volume of SMBs that could eventually become software customers, though penetration rates remain low.

Data Accuracy: YELLOW -- Market sizing figures are drawn from analogous, established industry reports. Direct sizing for the specific "agentic CRM" niche is not yet available from public sources.

Competitive Landscape

MIXED Cohesive enters a mature, fragmented market for vertical software in blue-collar services, where its primary challenge is not a lack of competitors but the need to prove its AI-driven automation is a superior wedge to the established workflows of incumbents.

Company	Positioning	Stage / Funding	Notable Differentiator	Source
Cohesive	Agentic CRM automating sales/marketing outreach for blue-collar services	Seed; Y Combinator-backed; ~$500k disclosed [PitchBook, 2026]	Focus on AI-driven, autonomous lead generation for owners without sales teams	[Y Combinator, 2024]
ServiceTitan	End-to-end operations platform for home service contractors (HVAC, plumbing, electrical)	Late-stage; raised $1.9B+ total [Crunchbase]	Comprehensive suite for dispatch, invoicing, and customer management for larger contractors	[Crunchbase]
Jobber	Scheduling, invoicing, and customer management for home service and field service businesses	Growth stage; raised $100M+ [Crunchbase]	Strong mobile-first design and reputation in smaller, owner-operator segments like cleaning and landscaping	[Crunchbase]
Housecall Pro	Business management software for home service professionals	Growth stage; raised $100M+ [Crunchbase]	Integrated payment processing and marketing tools with a focus on residential service trades	[Crunchbase]

The competitive map for field service software is defined by two distinct layers. The first is the incumbent generalists, which include the companies listed above. These platforms are mature, offer broad feature sets for operations and finance, and have entrenched distribution through industry trade shows and direct sales teams. Their primary function is business management, with marketing automation often a secondary module. The second layer consists of adjacent substitutes, such as generic CRM platforms (e.g., HubSpot, Salesforce) and standalone marketing automation tools. These are often used by service businesses that have outgrown basic spreadsheets but find vertical-specific software too rigid or expensive. Cohesive's positioning attempts to carve a new niche between these layers by focusing exclusively on the top-of-funnel sales and marketing automation problem, a pain point that incumbents address but may not prioritize.

Cohesive's current defensible edge is its narrow focus on agentic outreach for a specific customer profile: the owner-operator with no dedicated sales staff. This focus allows for a product experience tuned to a single job-to-be-done, which broader platforms may not optimize for. The edge is also tied to its early association with Y Combinator, which provides network access and a stamp of technical credibility. However, this edge is highly perishable. It is predicated on execution speed and the quality of its proprietary automation, which has not been publicly benchmarked against alternatives. The company's tiny team size (2-8 people according to sources) and limited disclosed capital (~$500k) suggest its runway to build a durable data or integration moat is short. Without rapid customer acquisition and product iteration, this focus could simply become a limitation.

The company's most significant exposure is to the distribution and integration depth of the incumbents. ServiceTitan and Jobber own deep integrations with critical operational systems like dispatch, parts inventory, and accounting. A service business is unlikely to rip out its core operations platform for a standalone sales tool. Therefore, Cohesive's success depends on being a best-in-class add-on that integrates seamlessly, a technical and partnership hurdle that has not been demonstrated. Furthermore, the company has no visible channel advantage; it lacks the brand recognition, sales force, or reseller network that incumbents have built over years. Its go-to-market appears to be direct digital outreach, the very activity its product automates, which creates a reflexive dependency on its own technology's effectiveness.

The most plausible 18-month scenario hinges on adoption velocity within its initial wedge. If Cohesive can rapidly convert its reported 350+ users into a vocal reference base and demonstrate clear ROI on customer acquisition cost, it could become the de facto sales layer for micro-service businesses, forcing incumbents to respond with partnerships or acquisitions. In this scenario, a winner like Jobber, which serves a similar SMB segment, might seek to acquire Cohesive to bolster its own marketing suite. Conversely, if adoption is slow and the AI automation fails to consistently generate qualified leads, Cohesive risks becoming a loser in a niche that is too small to sustain a standalone business. Its limited capital would constrain pivots, and it could be sidelined as incumbents gradually improve their own automation features, rendering a point solution unnecessary.

Data Accuracy: YELLOW -- Competitor profiles are based on public Crunchbase data; Cohesive's differentiation is sourced from its Y Combinator page. Direct feature comparisons and market share data are not publicly available.

Opportunity

PUBLIC The prize for Cohesive is the automation of a multi-million dollar sales and marketing function for a fragmented, underserved market of local service businesses, a segment that has historically been left behind by enterprise-grade software.

The headline opportunity is to become the default operating system for customer acquisition in the blue-collar services sector. This outcome is reachable because the initial wedge,automating outreach for owners without dedicated sales teams,targets a clear and acute pain point, one that larger, more generalized CRMs have not solved. The company's early traction, with over 350 customers in commercial cleaning, landscaping, and pest control [Y Combinator, 2024], demonstrates that the core value proposition resonates with a segment that is often skeptical of software solutions. If Cohesive can successfully embed its agentic workflows into the daily operations of these businesses, it could define a new category of vertical-specific, AI-native CRM, moving from a tool to a critical piece of infrastructure for local service growth.

Growth is likely to follow one of several concrete paths, each hinging on a specific catalyst.

Scenario	What happens	Catalyst	Why it's plausible
Vertical Dominance	Cohesive becomes the dominant CRM in 2-3 core verticals (e.g., commercial cleaning, landscaping), capturing a majority of the tech-forward businesses in each.	A strategic partnership with a major franchise network or trade association in one vertical, providing bundled access to thousands of owner-operators.	The company's blog content is already tailored to specific verticals like janitorial and landscaping [Cohesive AI, 2026], signaling a focused, domain-aware strategy that could appeal to industry groups.
Platform Expansion	The agentic CRM engine becomes an embeddable API, allowing other software providers (e.g., scheduling, invoicing tools) to offer automated sales as a feature.	The launch of a public API and a partnership with an established SMB software platform like Jobber or Housecall Pro.	The underlying technology,automated, signal-based outreach,is a horizontal capability. An API model would allow Cohesive to use existing distribution channels in a capital-efficient manner.

Compounding for Cohesive would likely manifest as a data and workflow moat. Each customer interaction generates proprietary data on outreach effectiveness, response patterns, and deal cycles within specific service verticals and geographies. This dataset would continuously improve the performance of the company's automated agents, making the system more effective for each user and harder for a new entrant to replicate without similar scale. Early signs of this flywheel are suggested by the reported revenue growth from $300,000 in June 2024 to $880,000 by September 2025 [GetLatka, 2025], which implies not just customer acquisition but also increasing adoption and potential expansion within the initial user base.

The size of the win can be framed by looking at comparable outcomes. ServiceTitan, a vertical SaaS platform for home services, reached a valuation of approximately $9.5 billion in its 2021 funding round [Forbes, 2021]. While ServiceTitan addresses a broader operational suite, Cohesive's potential as a category-defining sales automation layer for a similarly large and fragmented market suggests a credible, multi-billion dollar outcome is within the realm of possibility if the vertical dominance scenario plays out. This is a scenario-based illustration, not a forecast, but it anchors the potential upside in a known industry benchmark.

Data Accuracy: YELLOW -- Growth scenarios are plausible extrapolations from the company's stated focus; the ServiceTitan comparable is a public benchmark. The reported revenue progression is from a single source.

Sources

PUBLIC

1. [Y Combinator, 2024] Cohesive: The agentic CRM for blue-collar services | https://www.ycombinator.com/companies/cohesive

2. [PitchBook, 2026] Cohesive AI (Business/Productivity Software) 2025 Company Profile: Valuation, Funding & Investors | https://pitchbook.com/profiles/company/539183-35

3. [GetLatka, 2025] How Cohesive AI hit $880K revenue with a 8 person team in 2025. | https://getlatka.com/companies/getcohesiveai.com

4. [Cohesive AI, 2026] Best CRM Features for Janitorial and Landscaping - Cohesive AI | https://getcohesiveai.com/blog/crm-features-janitorial-landscaping

5. [Gartner, 2024] Worldwide Field Service Management Software Forecast, 2024-2028 | https://www.gartner.com/en/documents/5423431

6. [IBISWorld, 2023] Commercial Cleaning Services in the US - Market Size 2005-2029 | https://www.ibisworld.com/united-states/market-research-reports/commercial-cleaning-services-industry/

7. [U.S. Chamber of Commerce, 2024] America Works Report: Data and Insights on the U.S. Labor Shortage | https://www.uschamber.com/workforce/america-works-report-data-and-insights-on-the-u-s-labor-shortage

8. [McKinsey, 2023] The state of small and medium-sized business digital adoption | https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/the-state-of-small-and-medium-sized-business-digital-adoption

9. [Crunchbase] ServiceTitan Company Profile & Funding | https://www.crunchbase.com/organization/servicetitan

10. [Crunchbase] Jobber Company Profile & Funding | https://www.crunchbase.com/organization/jobber

11. [Crunchbase] Housecall Pro Company Profile & Funding | https://www.crunchbase.com/organization/housecall-pro

12. [Forbes, 2021] ServiceTitan Hits $9.5 Billion Valuation After New $500 Million Funding Round | https://www.forbes.com/sites/alexkonrad/2021/11/16/servicetitan-hits-95-billion-valuation-after-new-500-million-funding-round/