8 segments · 166 companies · as of Sep 18, 2026
Enterprise AI & Agents
Agents that act inside business applications, documents and customer conversations
Where it sits
Fed by: Models & Platforms
Enterprise AI connects models to the records, permissions and workflows businesses already use. Incumbent suites sell agents beside human seats, while specialist vendors automate decisions, documents and support. Distribution and trusted execution matter as much as model quality; automation also threatens seat-based revenue.
Why now
The early-2026 software selloff exposed fears of seat compression from Cowork and general-purpose agents. Adoption is also real: Salesforce reports over $1.5B Agentforce ARR in FY27 Q2, with an expanded definition; vendors increasingly charge for consumption, actions or resolved cases.
Agents in Systems of Record
CRM, ERP and HR vendors execute agents against authoritative business records. Buyers value permissions, audit trails and integration; usage revenue must compensate for pressure on human-seat expansion.
Agentforce + Data 360; Agentforce ARR exceeds $1.5B in FY27 Q2, now including Slackbot and Headless 360
leaderNow Assist and AI Control Tower; AI ACV passes $1B in Q2 2026, with Moveworks acquired in 2025
leaderDynamics 365 and Copilot Studio agents act on CRM and ERP records; Power Platform supplies governed actions
majorJoule and Joule Studio embed agents in S/4HANA, SuccessFactors and procurement workflows
majorFusion AI Agent Studio embeds finance, HR and supply-chain agents in enterprise applications
majorIlluminate and Sana agents act across HR and finance; via Paradox, acquired 2025, automate recruiting
majorExperience Platform agents and Semrush, acquired April 2026, automate brand visibility and customer journeys
majorVia Intuit Assist, accounting agents automate QuickBooks workflows; fewer manual tasks can limit seat growth
majorVia ADP Assist, automates payroll and HR questions; customer workforce reductions can compress per-employee fees
majorSidekick executes merchant tasks in the admin; commerce-linked revenue limits reliance on human seats
majorIndustry AI Agents and Agentic Orchestrator coordinate CloudSuite workflows; 100+ agents in April 2026
majorWISE agents execute payroll and HR tasks across Flex and Paycor; fewer employees threaten per-employee revenue
majorAI agents automate HCM and payroll; per-employee pricing faces headcount pressure after the February 2026 take-private
majorBreeze customer and prospecting agents extend CRM; credits add usage pricing beyond human seats
challengerZia and Zia Agent Studio connect sales, finance and support actions across the business application suite
challengerVia IFS.ai and Loops, digital workers automate field service, asset maintenance and industrial ERP tasks
challengerIWant and Beti automate HR requests and payroll; agent substitution can compress per-employee subscription growth
challengerIgnite AI Payroll Analysis Agent assists payroll teams; customer headcount reductions pressure per-employee pricing
challengerInvoice Coding and W-9 agents automate accounts payable and vendor onboarding for SMB finance teams
challengerComposer and Customer Agent use commerce records to run campaigns and service workflows for enterprise marketing teams
challengerVeeva AI agents work within Vault CRM and regulated life-sciences records, preserving controlled workflows
nichePredictive Analytics and InsuranceSuite agents support claims and underwriting in core insurance workflows
nicheLuna AI in Asure Central handles SMB HR tasks; automation can reduce the employee base supporting payroll fees
nicheVerity AI and Accruals Prepare automate accounting close and reconciliation for corporate finance teams
niche
Sources: investor.salesforce.com, newsroom.servicenow.com, newsroom.workday.com, infor.com, news.adobe.com, salesforce.com
Regional Business Applications
Regional suites compete through local accounting rules, language, document formats and established business channels. AI turns office and ERP data into executable workflows, while also pressuring conventional license models.
WPS AI and WPS Comate ground enterprise agents in office files, permissions and business knowledge
leaderLingee, launched May 2026, orchestrates agents inside Chinese ERP, finance and HR workflows
majorYonBIP and YonGPT embed enterprise agents in Chinese finance, procurement and supply-chain applications
majorVia Sage Copilot, assists Intacct and small-business accounting; trusted ledger context supports agent execution
majorJAX connects conversational assistance to small-business accounting and advisor workflows
majorONE AI uses WEHAGO and ERP business records; EQT take-private completed with July 2026 delisting
majorDingTalk and Qwen agents automate Chinese workplace workflows; a small part of group revenue
majorWeCom and Tencent Meeting add AI summaries and enterprise assistance across Chinese workplace channels
majorVia NAVER Works, combines collaboration with Korean-language AI meeting notes and enterprise assistance
majorBill One captures invoices with AI; Sansan turns business contacts into searchable sales knowledge
majorRakuraku Electronic Storage adds an AI agent for invoice acquisition and document registration in 2026
majorLocal accounting suites and FabricAI automate European business workflows; invoice processing supports usage monetization
majorLark combines documents, meetings and workflow automation with AI assistance for enterprise teams
challengerAssistant and Pedia apply AI to Korean office documents and permission-aware enterprise search
challengerAI Cowork connects accounting agents to Japanese back-office data and workflows
challengerAgent Hub and four accounting agents support bookkeeping and review; paid rollout starts September 2026
challengerKintone AI assists low-code business applications and enterprise knowledge workflows
challengerVersion 19 AI agents act on ERP tools and records for SMBs; automated admin work can limit user-seat expansion
challengerAssistant resolves HR policy and employee-data questions for European employers; fewer staff threaten per-employee fees
challengerCargoWise applies AI to logistics documentation, customs and freight operations rather than generic chat
nicheVia OBIC7, supplies Japanese ERP records and implementation context; agent monetization remains less direct
nicheAva and ERPx automate finance and employee service for European service organizations; fewer users pressure seats
nicheVia Kakao Work, Casper assistance and workplace search serve Korean teams; AI may compress paid collaboration seats
nicheWAI and Star-series agents automate Chinese merchant marketing, sales and commerce operations
niche
Sources: kingdee.com, corp.freee.co.jp, douzone.com, news.mtn.co.kr, thomabravo.com
Decision & Operations Platforms
These platforms connect models to business context, rules and operational actions. Enterprise buyers compare decision quality, explainability and deployment effort rather than chatbot fluency alone.
AIP and Foundry Ontology connect enterprise data to governed actions; deployments extend beyond dashboard analytics
leaderProcess Intelligence Graph gives agents operational context and identifies where workflows fail or waste effort
leaderCustomer Decision Hub applies next-best-action AI; Blueprint turns requirements into executable workflows
majorVia FICO Platform, combines rules, optimization and AI decision models for regulated business decisions
majorViya and Intelligent Decisioning combine governed models, rules and explainable operational decisions
majorDigital Brain unifies demand, supply and financial plans through an enterprise knowledge graph
majorMaestro Agent Studio lets planners compose agents grounded in concurrent supply-chain plans and constraints
majorVia Blue Yonder, cognitive planning and execution agents coordinate inventory, logistics and fulfillment
majorConnected Operations uses fleet telemetry and AI safety signals to guide physical business operations
majorSage enterprise AI platform supplies decision models and AI applications to Chinese organizations
majorConnected Planning and role-based AI agents support enterprise finance, sales and supply-chain scenario decisions
majorNavi agents use business-spend data to guide procurement, sourcing and finance decisions for enterprise buyers
majorVia E2open, acquired August 2025, coordinates trade, supply-chain planning and logistics decisions with AI
majorAgentic AI Platform and packaged applications target industrial, energy and government operating decisions
challengerAI Agents and governed analytics operationalize business decisions; included for applications, not data storage
challengerContextual Decision Intelligence resolves entities and relationships before risk and operational decisions
challengerAera Decision Cloud executes supply-chain decisions with reusable skills and human oversight
challengerAI-Assisted Diagnostics and replenishment agents optimize retail inventory, availability and promotions
challengerAnalyst and Modeler agents investigate financial variances and build enterprise operating plans
challengerAI Service Layer connects business intelligence, governed data products and decision workflows
nicheDesigner and AI-assisted analytics automate repeatable preparation and business decision workflows
nicheEureka combines predictive and generative AI for retail, industrial and financial operational applications
nicheSensible AI adds predictive forecasting to enterprise financial planning; Hg take-private closed April 2026
nicheaiWARE orchestrates AI over unstructured evidence and enterprise data, including US Justice Department workflows
niche
Sources: kinaxis.com, quantexa.com, celonis.com, palantir.com, dataiku.com
Workflow, RPA & Document Automation
Bots, connectors and document extraction turn agent plans into auditable work. Buyers need reliable execution across old interfaces and modern APIs; autonomous agents threaten simple bot and low-code seat pricing.
Maestro orchestrates agents, robots and people; FY27 Q2 ARR reaches $1.938B, up 12%
leaderPower Automate and Copilot Studio connect desktop bots, APIs and approval workflows across Microsoft estates
leaderAgentic Process Automation combines Automation 360 bots, document extraction and acquired Aisera capabilities
majorAI Agent Orchestrator connects workflow actions, governance and human approvals across enterprise systems
majorVia Blue Prism, acquired in 2022, supplies RPA, document processing and enterprise automation orchestration
majorBlueprint and agentic workflows retain deterministic process controls around model-generated actions
majorAI skills, document processing and process orchestration run on the Appian data fabric
majorEnterprise MCP and agent orchestration expose governed integration recipes and actions to business agents
majorAgents and broad SaaS connectors automate cross-application tasks for small businesses and departments
majorProcess Intelligence identifies automation opportunities; via Make, supplies visual workflows and AI agents
majorVantage extracts business-document fields while Timeline identifies process bottlenecks for automation
majorIris AI and Intelligent Agreement Management automate contracts; fewer human drafters can pressure per-seat subscriptions
majorContent Aviator and capture tools add document understanding to enterprise content and process workflows
majorAcrobat Studio productivity agents turn PDF Spaces into document insights, summaries and shared workflow outputs
majorBuild Process Automation and Joule Studio connect governed ERP actions, approvals and document workflows
majorwatsonx Orchestrate coordinates enterprise agents and document processing, including Datacap-based workflows
majorVisual workflows mix code, tools and AI agents; self-hosting appeals to teams needing deployment control
challengerHypercell automates document classification, extraction and validation with review for uncertain results
challengerAI Hub converts unstructured documents into validated data and repeatable enterprise workflows
challengerAI Extract turns documents into workflow metadata; fewer human document handlers can pressure seat-based revenue
challengerWorkbench and automated workflows connect AI reasoning to approved actions in security and IT operations
challengerBPMN orchestration combines agents, deterministic steps and human approvals in long-running business processes
challengerAgent Designer and Orchestration combine AI agents with human approvals and workflows; select-customer release in March 2026
challengerIntelligent automation combines Chinese-language document processing, RPA and Mindsay conversational workflows
niche
Sources: ir.uipath.com, ssctech.com, camunda.com, laiye.com
Customer Service & Contact Centers
Contact-center platforms add virtual agents, agent assistance and automated quality checks. Buyers pay for resolution and service quality; voice deflection can reduce the human seats and minutes incumbents historically sold.
CXone + Cognigy, acquired September 2025; AI ARR reaches $362M in Q2 2026 as automation changes seat economics
leaderAgentforce Service plus Fin, formerly Intercom; Fin acquisition closes September 10, 2026
leaderCloud CX orchestration and AI agents blend automated service with human routing; minority-backed by CRM and NOW
majorVoice AI Agents launch in Q2 2026; subscription growth is 14%, despite structural risk to human seats
majorConnect supplies usage-priced contact centers with AI self-service, routing and agent assistance
majorCustomer Engagement Suite combines Gemini conversational agents with contact-center infrastructure
majorResolution Platform and Forethought AI Agents, acquired March 2026, automate support; fewer human agents pressure seats
majorFlex and ConversationRelay connect voice agents to telephony; message and usage revenue offset seat pressure
majorOpen Platform bots and Calabrio workforce tools automate CX; Thoma Bravo take-private closed November 2025
majorWebex Contact Center AI Agent resolves customer requests; AI deflection can reduce paid human-agent licenses
majorInfinity integrates virtual agents and enterprise contact workflows; customer-service automation threatens seat revenue
majorDynamics 365 Contact Center embeds Copilot and autonomous service agents; small exposure for the group
challengerContact Center and Virtual Agent extend AI Companion; AI deflection can reduce demand for human-agent seats
challengerRingCX and AI Receptionist automate inbound calls; traditional communications seats face compression
challengerAI agents and Unified-CXM automate omnichannel support; seat-based contracts remain exposed to deflection
challengerCXA and AI agents automate customer journeys across contact centers; competes on resolved work, not just seats
challengerOASYS and Amelia add LivePerson Conversational Cloud, acquired September 4, 2026, for omnichannel enterprise agents
challengerFreddy AI Agent resolves Freshdesk cases; fewer human agents can compress support-seat subscriptions
challengerAI agents, formerly Sidekick, resolve retail service requests using the same customer timeline as Gladly Team
challengerIntelligent Customer Assistant and contact-center AI deflect calls, pressuring human seats and voice minutes
nicheVoiceAgent, ChatAgent and AI FAQ Assistant automate Japanese contact-center and helpdesk interactions
nicheAICC voicebots and agent assistance serve Korean enterprises; customer-center automation is a real operating use
nicheAI Knowledge Hub grounds service answers and agent actions in governed enterprise content
nicheAccent Translation changes speech in real time for contact-center workers; value depends partly on retained human calls
niche
Sources: nice.com, salesforce.com, investors.soundhound.com, finance.yahoo.com, pkshatech.com, chosun.com
Productivity & Enterprise Search
Work assistants retrieve permissioned knowledge and create documents, plans and actions. Office distribution favors large suites, while independent agents challenge per-seat applications by completing work across them.
365 Copilot exceeds 30M paid seats in FY26 Q4; agents add consumption to the office-seat model
leaderWorkspace Gemini and Gemini Enterprise search connect workplace documents, knowledge and business agents
leaderChatGPT Enterprise and Frontier execute cross-application work, directly challenging specialized SaaS seats
majorClaude Enterprise and Cowork plugins automate knowledge work; a direct substitute for some seat-based workflows
majorRovo agents connect Jira and Confluence; automated project coordination can compress demand for paid human seats
majorVia Slack, enterprise search and Slackbot turn conversations and business context into agent actions
majorVia Box AI, searches governed content; permission controls support enterprise use while agents threaten paid seats
majorAI Companion turns meetings into follow-up actions; fewer human participants and bundled rivals threaten seat revenue
majorEnterprise Search and custom agents combine knowledge, documents and actions in one workspace
majorQuick evolves Q Business into enterprise search, research and workflow agents; Kiro primarily belongs in developer tools
majorVia Moveworks, employee search and assistants resolve cross-application tasks; usage must offset fewer human users
majorPermission-aware enterprise search and Glean Agents act across workplace knowledge and connected applications
challengerDash searches connected workplace content; bundled copilots and fewer human seats threaten file-sync economics
challengerAI Studio and AI teammates automate work plans; fewer human coordinators threaten the seat-based model
challengerAI workflows and agents automate work management; usage monetization must offset seat compression
challengerPalmyra-powered enterprise agents automate repeatable knowledge workflows with governance controls
challengerFormerly Grammarly; Go, Mail and Coda combine writing, inbox and document agents across workplace applications
challengerOmni and Superagent turn structured workplace data into applications and repeatable agent workflows
challengerBrain and Super Agents automate coordination across tasks and documents; human-seat pricing remains exposed
challengerMake and FigJam generate interfaces and team artifacts; AI-assisted design can reduce demand for human collaboration seats
challengerVia Elasticsearch, hybrid and vector relevance powers enterprise AI search and permission-aware knowledge retrieval
challengerAI formulas, summaries and work management reduce coordinator effort; fewer human users threaten seat subscriptions
nicheMatrix coordinates document-analysis agents with traceable evidence for enterprise knowledge work
nicheAI-Relevance and Relevance Generative Answering ground enterprise search and agent answers in governed company content
niche
Sources: microsoft.com, anthropic.com, glean.com, notion.com, grammarly.com, smartsheet.com
Specialist Business AI Apps
Specialists automate sales, finance, HR, documents and multilingual knowledge work. They compete through task-specific data, workflow integration and measurable output, while general enterprise copilots threaten standalone subscriptions and generic assistant features.
Via Claygent, researches accounts and enriches CRM data; September 2026 Series D values the company at $7.1B
majorMagic Studio and Canva AI generate business presentations, documents and visual content for workplace teams
majorClaw and an all-in-one AI workspace execute research, document and presentation tasks for knowledge workers
challengerAi Workforce agents and Bakuraku automate Japanese enterprise documents, invoices and back-office tasks
challengerDocument AI and Solar-powered extraction turn Korean and multilingual business documents into workflow inputs
challengerAgent executes workplace tasks while Translator and Voice support multilingual enterprise documents and meetings
challengerAI video avatars and agents create employee training and knowledge content; January 2026 Series E values it at $4B
challengerComputer for Enterprise executes research and cross-application tasks; available to Enterprise subscribers in March 2026
challengerBrowser and research agents execute business tasks; independent operations resumed September 1, 2026 after the Meta unwind
challengerDecisioning Studio and Agent Console automate lifecycle campaigns for enterprise marketers; generic agents challenge pricing
challengerAthena answers marketing questions and executes campaigns for enterprise teams inside the Zeta Marketing Platform
challengerFinance agents audit expenses, procure services and automate accounts payable inside spend-management workflows
nicheAI connects employee and operational data across HR, payroll, IT and spend workflows
nicheGlobal payroll AI assists employment workflows using the platform's HR, pay and compliance context
nichePayment Operations and Revenue agents execute supervised subscription-finance tasks beyond traditional billing seats
nicheShared enterprise agents connect internal knowledge and business tools with controlled access
emergingEnterprise assistants and workflows let European organizations choose models and govern workplace AI access
emerging
Sources: reuters.com, synthesia.io, deepl.com, perplexity.ai, bloomberg.com, manus.im
Conversational & Regional AI Agents
Specialists and regional providers sell agents that resolve voice and digital requests across existing contact centers. Language coverage, telephony integration, reliable actions and handoff quality decide adoption; resolved contacts can replace both software seats and outsourced staff.
Customer agents automate voice and digital service with outcome-based pricing; raised at $15.8B in May 2026
leaderAgent Operating Procedures guide customer-service agents; January 2026 round values the company at $4.5B
majorAI Agent Management Platform builds and tests enterprise voice agents; January 2026 valuation reaches $3B
majorAI for Service and agent orchestration automate customer and employee requests across enterprise systems
majorSpark models and speech technology automate customer-service conversations and Chinese public-service hotlines
majorCloud Contact Center AI Voice Agent orchestrates inbound and outbound calls; August 2026 tools support external models
majorAI Agent, Agent Assist and conversation intelligence connect autonomous service with human coaching
challengerEnterprise voice agents handle phone transactions and hand off complex cases to contact-center staff
challengerAI Agent automates voice and digital support with resolution-based value for customer-service teams
challengerBusiness AI Cloud and conversational automation combine company knowledge with customer-service agents
challengerVoice agents and conversation intelligence automate calls, quality assurance and frontline agent coaching
challengerGenerativeAgent handles service conversations and actions with escalation to human representatives
challengerAgents platform connects expressive speech models, tools and telephony for enterprise voice workflows
challengerEnterprise voice and chat agents automate CX and employee service; the announced Bluerock SPAC merger is still pending
challengerConversation Cloud runs messaging and voice agents for marketing, commerce and service in India and emerging markets
challengerAICC applications combine Korean-language understanding, knowledge retrieval and automated customer-service responses
nicheEnterprise AICC automates Korean customer calls; Agentic AICC is demonstrated at MWC26 with OpenAI technology
nicheAI CCaaS packages Korean contact-center infrastructure, voicebots and agent assistance for enterprise customers
nicheHua Zang and cognitive-AI contact centers combine voice response, knowledge retrieval and customer-service agents
nicheVia Jio Haptik, enterprise CX agents handle retail and financial-service conversations; Reliance holds control
nicheAlli Agent Builder connects retrieval and MCP tools for Korean, Japanese and US enterprise assistant deployments
nicheVia Wrtn AX, AICC and Korean document agents serve enterprises; most parent activity remains consumer-facing
emerging
Sources: parloa.com, saltlux.com, news.lguplus.com, news.sktelecom.com, tencentcloud.com, nasdaq.com
Glossary
- System of record
- The authoritative application holding a company's customer, finance or employee records.
- Agent
- Software that uses a model and tools to carry out a task, subject to permissions and approval rules.
- RPA
- Robotic process automation: software bots that execute repeatable steps in business applications.
- ARR / ACV
- Annual recurring revenue / annual contract value; vendor operating metrics, not recognized annual revenue.
- Seat compression
- Fewer paid human users when automation performs work previously spread across employees.
- IDP
- Intelligent document processing: extracting and validating structured information from business documents.
Heat, spend, exposure and shares are editorial estimates. How to read the map ↗