M&A advisory for AI software companies
AI software M&A has accelerated as strategic buyers move to consolidate capability, hyperscalers and model providers acquire deployment muscle, and PE platforms roll up vertical AI applications. Valuations have come in wide - strategic premiums for teams and IP at one end, selective ARR-multiple deals at the other - with acqui-hire structures and technical-staff earn-outs now the norm at the smaller end.
The buyer universe is broad and active. Enterprise software incumbents like Salesforce, Microsoft, Oracle and ServiceNow are buying for product extension; the hyperscalers and foundation model labs are buying for talent and deployment capability; vertical SaaS consolidators are rolling up application-layer companies in their categories; and PE platforms are building AI-enabled software portfolios. Flow has direct access to those acquirers and runs sequencing so the process generates tension across all four buyer types.
Flow team has relevant sector experience and has worked with AI software companies across horizontal copilots, vertical AI applications, agent platforms and AI-native SaaS.
"AI software" KPIs M&A buyers look at
Key metrics strategics and PE buyers look at when analayzing AI software M&A targets
ARR
Net revenue retention
Gross margin after compute
Inference cost per query
Compute spend as % of revenue
Tokens consumed per active user
Pilot-to-production conversion
Logo retention
CAC payback
Magic number
Cohort gross margin
Active seats / users
AI software valuations in May 2026
Public AI software comps trade at 5.3x EV/Revenue. Median revenue multiple across AI software M&A deals was 4.8x in the last 12 months.
5.3x
Median EV/Revenue as of May 2026 for public AI software companies
72x
Palantir is the highest valued public AI software company based on EV/Revenue (excluding outliers)
4.8x
Median EV/Revenue across AI software M&A deals in the last 12 months
23x
Median EV/Revenue across AI software VC rounds in the last 12 months
Key recent AI software M&A deals
$250B acquisition of xAI by SpaceX was the largest AI software M&A transaction completed in the last year.
See all AI software M&A deals| Logo | HQ | Description | Buyer | ||||
|---|---|---|---|---|---|---|---|
Feb-26 | xAI |  | xAI is a San Francisco-headquartered artificial intelligence company building large language models for scientific reasoning. Founded in 2023 by Elon Musk, it released Grok-1.5 with vision capabilities trained on Colossus supercluster. xAI advances multimodal AI for physics simulations and frontier research. | SpaceX | $250B | 893x | |
Apr-26 | Aleph Alpha |  | Aleph Alpha is a Heidelberg, Germany-headquartered AI company developing generative models for enterprises and governments. Its solutions support multimodal large language models like Luminous, enabling custom intelligent products in sectors including defense, energy, and manufacturing. Founded in 2019, it serves clients through Heidelberg's AI research hub. | Cohere | $20B | - | |
Nov-25 | Xanadu Quantum Techs |  | Xanadu Quantum Technologies Inc specializes in designing photonic devices and the platforms around them, including the experimentation and development of quantum computers available on the cloud with supporting software, along with quantum simulators and other related products and offerings. | Crane Harbor Acquisition | $3.1B | - | |
Dec-25 | Manus AI |  | Manus AI is a platform deploying autonomous agents for tasks in research, analysis, and productivity. Headquartered in Singapore, it processes natural language inputs to execute multi-step workflows, integrating tools for data synthesis and content generation across education and business domains since 2023. | Meta | $2.5B | 20x | |
Aug-25 | Regrello | | Regrello provides AI-orchestrated platforms for manufacturing supply chains, automating procurement, production scheduling, and quality control. San Francisco-headquartered since 2020, it connects suppliers via no-code workflows and integrates with SAP and Oracle systems. Dell and 150 other factories use its tools for 45 percent task reduction. | Salesforce | $2.1B | - | |
Apr-26 | Dubverse |  | Dubverse is a Bengaluru-headquartered AI platform for real-time video dubbing that generates publish-ready content in over 60 languages. Users upload videos, select target languages, and customize voiceovers, lip-sync, and subtitles through a self-service interface. The company supports industries like e-learning, marketing, and entertainment, with clients including global media firms and YouTube creators. | Exotel | $1.5B | - | |
Aug-25 | FlowiseAI | | FlowiseAI is an open-source low-code platform for developing LLM-powered AI agents and multi-step workflows with drag-and-drop interfaces. It supports single-agent chatbots with tool integration, RAG pipelines from vector stores like Pinecone, and orchestration across agents using LangChain components. FlowiseAI offers API endpoints, SDKs, embedded widgets, and production deployments on cloud or self-hosted environments, with observability via Prometheus and OpenTelemetry. | Workday | $1.2B | - | |
Apr-26 | Chalkie |  | Chalkie is an AI platform providing tools for educators to streamline lesson planning. It leverages artificial intelligence to generate customized plans, resources, and assessments for classroom use. | OpenAI | $1.0B | - | |
Aug-25 | Paradox | | Paradox is a Scottsdale-headquartered conversational AI platform that automates recruiting processes for HR teams. Its flagship product, Olivia, conducts candidate screening, answers inquiries in real time, schedules interviews, and delivers personalized experiences at scale. The company serves major employers including McDonald's, General Motors, and PepsiCo, enabling talent acquisition professionals to prioritize human interactions. Founded in 2016, Paradox integrates with applicant tracking systems to streamline hiring from sourcing to onboarding across industries like retail, hospitality, and manufacturing. | Workday | $1.0B | 4.8x | |
Jul-25 | Cognigy | | Cognigy is a conversational AI provider for contact centers with its low-code Cognigy.AI platform. Dusseldorf-headquartered, it automates voice and chat interactions across web, phone, SMS, and mobile apps in any language. The SaaS and on-premise solution integrates with backend systems for intent recognition and dynamic dialogs, reducing costs for enterprises like Deutsche Telekom. | NICE | $955M | 26x | |
Apr-26 | Eigen AI | | Eigen AI builds AI infrastructure software for organizations to manage AI models through data generation, training, optimization, and inference in one system. The platform optimizes models and compute resources using compression, post-training improvements, and runtime orchestration to boost speed, accuracy, and efficiency. Deployment works across cloud, on-premises, edge, and hybrid setups while keeping customer control over models, data, and infrastructure. | Nebius AI | $643M | - | |
Feb-26 | Tavily | | Tavily is a real-time search API tailored for large language models and retrieval-augmented generation applications. The platform enables AI agents to query live web data with features like result ranking, extraction, and hallucination reduction. Tavily serves financial institutions for fraud detection, logistics firms for supply chain optimization, and universities for research, processing millions of queries monthly from its cloud infrastructure. | Nebius AI | $400M | - | |
Jun-25 | CentML | | - | NVIDIA | $400M | - | |
Sep-25 | Aim Security |  | Aim Security is a Tel Aviv-headquartered platform securing generative AI deployments for enterprises. It scans AI models, prompts, and outputs to prevent data leaks, toxic content, and supply chain attacks, integrating with tools like ChatGPT and Vertex AI. Backed by $27 million in funding, the company protects Fortune 500 firms in finance and healthcare, blocking over 90 percent of AI-specific threats in real-time. Founded in 2022, Aim Security expanded to North America in 2023. | Cato Networks | $350M | - | |
Oct-25 | Urbint | | - | Itron | $325M | - |
Most active buyers of AI software companies
Salesforce, NVIDIA and Meta are the most active acquirers of AI software companies in the last three years.
See all AI software acquirers| Logo | HQ | Description | Key acquisitions | ||
|---|---|---|---|---|---|
Salesforce | | Salesforce provides enterprise cloud computing solutions. The company offers customer relationship management technology that brings companies and customers together. Its Customer 360 platform helps the group deliver a single source of truth, connecting customer data across systems, apps, and devices to help companies sell, service, market, and conduct commerce. It also offers Service Cloud for customer support, Marketing Cloud for digital marketing campaigns, Commerce Cloud as an e-commerce engine, the Salesforce Platform, which allows enterprises to build applications, and other solutions, such as MuleSoft for data integration. | MomentumCimulate AIDoti AI+2 | 8 | |
NVIDIA | | Nvidia is a leading developer of graphics processing units. Traditionally, GPUs were used to enhance the experience on computing platforms, most notably in gaming applications on PCs. GPU use cases have since emerged as important semiconductors used in artificial intelligence to run large language models. Nvidia not only offers AI GPUs, but also a software platform, Cuda, used for AI model development and training. Nvidia is also expanding its data center networking solutions, helping to tie GPUs together to handle complex workloads. | CentMLLepton AIGretel+2 | 7 | |
Meta | | Meta is the largest social media company in the world, boasting close to 4 billion monthly active users worldwide. The firm's "Family of Apps," its core business, consists of Facebook, Instagram, Messenger, and WhatsApp. End users can leverage these applications for a variety of different purposes, from keeping in touch with friends to following celebrities and running digital businesses for free. Meta packages customer data, gleaned from its application ecosystem and sells ads to digital advertisers. While the firm has been investing heavily in its Reality Labs business, it remains a very small part of Meta’s overall sales. | Manus AILimitless AIWaveForms AI+2 | 4 | |
AMD | | Advanced Micro Devices designs a variety of digital semiconductors for markets such as PCs, gaming consoles, data centers (including artificial intelligence), industrial, and automotive applications. AMD’s traditional strength was in central processing units and graphics processing units used in PCs and data centers. However, AMD is emerging as a prominent player in AI GPUs and related hardware. Additionally, the firm supplies the chips found in prominent game consoles such as the Sony PlayStation and Microsoft Xbox. | MK1BriumSilo.AI+1 | 4 | |
Check Point Software | | Check Point Software Technologies is a pure-play cybersecurity vendor. The company offers solutions for network, endpoint, cloud, and mobile security in addition to security management. Check Point, a software specialist, sells to enterprises, businesses, and consumers. Around 50% of revenue is generated in Europe, the Middle East, and Africa, 40% from the Americas, and 10% from the Asia-Pacific region. The firm, based in Tel Aviv, Israel, was founded in 1993 and has about 5,000 employees. | DeepchecksCyclops SecurityLakera+1 | 3 | |
OpenAI | | OpenAI is an artificial intelligence research and deployment company that develops large language models, including the GPT series, and consumer-facing products such as ChatGPT. Founded in 2015 as a nonprofit research lab, the organization transitioned to a capped-profit structure in 2019 to attract the capital needed for large-scale AI development. The company offers API access to its models for enterprise and developer use, alongside image generation through DALL-E and code-assistance tools. Headquartered in San Francisco, OpenAI has become one of the most prominent players in the generative AI space, backed by a multibillion-dollar investments from Microsoft, Amazon, NVIDIA, SoftBank and many more. | ChalkieJamsCrossing Minds+1 | 3 | |
Capacity | | Capacity is a St. Louis-based AI platform automating support for customer service and internal teams. It features intelligent virtual agents, agent assist tools, and conversational AI across email, chat, voice, and messaging channels. The system unifies knowledge bases and integrates with over 250 business applications including Salesforce, Zendesk, and Microsoft Teams. Capacity handles ticket routing, response generation, and workflow orchestration for enterprises. | StarmindVerbioCereProc+2 | 3 | |
Zendesk | | Zendesk is a San Francisco-headquartered customer service platform offering ticketing, live chat, messaging, and analytics software. Founded in 2007, it supports 150,000 customers in over 30 languages across industries, with easy activation and scalability for global teams. | ForethoughtHyperArcUltimate+1 | 3 | |
SoundHound | | SoundHound AI Inc is an innovator of conversational intelligence, offering an independent Voice AI platform that enables businesses across industries to deliver high-quality conversational experiences to customers. The company's voice AI delivers speed and accuracy in numerous languages to product creators and service providers across retail, financial services, healthcare, automotive, smart devices, and restaurants via groundbreaking AI-driven products like Smart Answering, Smart Ordering, Dynamic Drive-Thru, and Amelia AI Agents. | InteractionsAmeliaSYNQ3 Restaurant Solutions+1 | 3 | |
Accenture | | Accenture is a leading IT services firm that provides consulting, system integration, and business process outsourcing to enterprises around the world. Customers of Accenture come from a variety of sectors, including communications, media and technology, financial services, health and public services, consumer products, and resources. Accenture is the world's largest professional services company by headcount with around 800,000 employees in over 120 countries. | FacultyHalfspaceOpen Stream+2 | 3 |
Founders and investors we've worked with
We've supported winning builders across AI software and beyond.
Boryszew
We provided buy-side advice to Boryszew, a Warsaw-listed diversified industrial group across automotive, metals and chemicals, on industrial software market mapping and target screening for its buy-and-build strategy.
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MAILINGWORK
We acted as exclusive sell-side advisor to MAILINGWORK, a Chemnitz-based email marketing software platform, on its sale to French digital marketing leader Positive Group.
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TestSolutions
We acted as exclusive financial advisor to Swiss PE firm Patrimonium on its majority stake acquisition of TestSolutions, a Frankfurt-based software testing and IT services provider.
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Rebellion Pay
We acted as exclusive sell-side advisor to Rebellion Pay, Spain's leading Gen Z neobanking platform, on its sale to Turkish consumer fintech unicorn Papara.
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HAPPYCAR
We acted as exclusive sell-side advisor to HAPPYCAR, a Hamburg-based pan-European rental car comparison and booking platform, on its sale to Dutch online price comparison player EasyTerra.
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