New Capabilities

27% enterprise LLM spend share; co-developed MCP and AGENTS.md via Agentic AI Foundation.

Leads enterprise LLM spend at 40% as of early 2026; co-developed MCP protocol and AGENTS.md standards via Agentic AI Foundation.

Meta's open-weight model family (Llama 3/4). Deployed via cloud platforms, on-prem, and edge for sovereign + privacy-sensitive workloads.

European frontier model provider — Mistral Large, Codestral, Pixtral. Enterprise + on-prem + EU-sovereign deployment options.

Enterprise foundation models (Command, North, Compass) optimized for enterprise + RAG + on-prem deployment.

Bedrock multi-model platform, Trainium/Graviton silicon, Amazon Q assistant suite, and Amazon Quick (cowork-class desktop agent). Now hosts OpenAI models post-Microsoft amendment.

Co-developed open agentic AI standards via Agentic AI Foundation alongside Anthropic and OpenAI.

Massive enterprise footprint; strategic platform for custom finance agents; Dynamics close depth still developing.

Hopper/Blackwell GPUs, NIM microservices, Nemo Claw open-source agent platform pitched to enterprise SaaS, Groq-collaboration inference servers (post Dec 2025 acquisition).

Polaris sparse-engine connected planning across finance, supply chain, sales, workforce. Syrup Tech acquisition (Sept 2025) adds neural-network retail forecasting.

Connected risk platform — internal audit, SOX, controls, ESG. AuditBoard AI for automated workpaper review and risk insights.

Category leader in close orchestration; Verity AI (Sep '25) + Agentic Financial Ops (Apr '26); 4,400+ customers; Studio360 on Snowflake/Gemini.

Large process-mining base; GA process intelligence and Action Flows; PI + AI automation expansion on roadmap.

Data + AI governance platform — catalog, lineage, quality, policy management, AI-asset governance.

Coupa Navi AI assistant, AI agents for sourcing, supplier risk, and AP automation. Strong fit for office of the CFO.

Contract lifecycle management, contract intelligence, obligation management, and legal operations platforms.

Contact center, customer service, workforce engagement, conversational AI and omnichannel service platforms.

Developer platforms, DevOps, CI/CD, observability, code quality, feature management, and AI coding tools.

Enterprise search, knowledge management, content intelligence, and retrieval-augmented generation enablement.

Governance, risk, and compliance for AI models and agents — lifecycle monitoring, auditable controls, regulatory readiness.

Supply chain planning, demand planning, inventory optimization, supply chain visibility, and operations platforms.

Treasury, tax, accounts payable, accounts receivable, payments, cash application, and working capital platforms.

AI assistant embedded across Microsoft 365 (Word, Excel, PowerPoint, Outlook, Teams) + Copilot Studio for custom agents.

Low-code platform for building custom Copilots grounded in enterprise data via Power Platform connectors + Microsoft Graph.

Identity, access, zero trust, endpoint, cloud security, SIEM/SOAR, posture management, and data protection.

Microsoft's business-intelligence platform. Copilot in Power BI builds reports and answers natural-language data questions.

Enterprise agent control plane to discover, govern, orchestrate, and observe AI agents alongside APIs and integration assets.

Oracle Fusion Cloud ERP suite — financials, procurement, project management, risk management.

Salesforce's flagship sales platform. Einstein GPT + Agentforce for autonomous sales workflows — lead routing, account research, forecasting.

ServiceNow's GenAI layer (Now Assist) embedded across IT, customer service, employee experience, and creator workflows.

Cortex AI services (LLMs, embeddings, agents) on top of the data cloud, Cortex Search, Snowpark, Native Apps.

Workday Human Capital Management — core HR, talent, learning, payroll.

ESG data management, sustainability reporting, carbon accounting, supplier assessment, and regulatory disclosure.

Data intelligence platform — catalog + governance + AI agents for data quality and steward workflows.

ITSM platform built on Jira. Atlassian Intelligence + Rovo agents for incident response, change management, and request triage.

Safety + governance layer for Bedrock models — content filters, denied topics, PII redaction, contextual grounding checks.

MCP-enabled integration platform that turns enterprise assets into governed MCP servers; agent marketplace and workflow libraries.

Enterprise + commerce search platform. Coveo Relevance Generative Answering for GenAI-grounded search and recommendations.

Mosaic AI (model training + serving), Genie (data analyst agent), Unity Catalog governance, DBRX model family.

GRC platform — audit, risk, compliance, policy, ESG, board. Diligent AI for risk insights, audit workpapers, and policy drafting.

Developer platforms, DevOps, CI/CD, observability, code quality, feature management, and AI coding tools.

Gemini integrated into Google Workspace (Docs, Sheets, Slides, Gmail, Meet) + Gems for custom assistants.

ESG data management, sustainability reporting, carbon accounting, supplier assessment, and regulatory disclosure.

Contract lifecycle management, contract intelligence, obligation management, and legal operations platforms.

Contact center, customer service, workforce engagement, conversational AI and omnichannel service platforms.

Supply chain planning, demand planning, inventory optimization, supply chain visibility, and operations platforms.

Authentication, identity verification, and access control as APIs — foundational for agent identity / RBAC patterns.

Studio for building and governing AI agents on Oracle Fusion Applications (ERP, HCM, CX, SCM). Grounded in Fusion data with policy controls.

Oracle Enterprise Performance Management Cloud — planning, consolidation, account reconciliation, narrative reporting.

Customer service platform. Einstein for Service + Agentforce for autonomous case deflection and knowledge agents.

Procurement and supplier-collaboration network.

SAP S/4HANA cloud ERP. Joule (SAP's AI copilot) extends the user experience across finance, supply chain, and HR.

Business process intelligence — mining, modeling, simulation. Integrated with SAP S/4HANA + Joule for grounded recommendations.

Cloud HXM suite (Employee Central, Recruiting, Performance, Learning). Joule for HR and AI-driven skills inference.

Salesforce-owned BI platform. Tableau Pulse + Tableau AI deliver personalized data digests and natural-language Q&A.

Treasury, tax, accounts payable, accounts receivable, payments, cash application, and working capital platforms.

Next-gen GRC platform (Mar '26): SEC Filing Intelligence, ESRS, Risk & Control Intelligence; leader in disclosure and reporting automation.

Contact center, customer service, workforce engagement, conversational AI and omnichannel service platforms.

Modern data catalog + collaboration platform. AI-powered metadata, asset discovery, and lineage on the active metadata graph.

Treasury, tax, accounts payable, accounts receivable, payments, cash application, and working capital platforms.

Supply chain planning, demand planning, inventory optimization, supply chain visibility, and operations platforms.

ITSM/ITOM/AIOps platform. BMC HelixGPT generative AI across IT workflows — incident, change, and service ops.

Identity, access, zero trust, endpoint, cloud security, SIEM/SOAR, posture management, and data protection.

Developer platforms, DevOps, CI/CD, observability, code quality, feature management, and AI coding tools.

Search platform (Elasticsearch) + Elastic AI Assistant across search, security, and observability use cases.

$200M ARR (Jan '26); 3,500+ customers; ISO 42001 certified (first close vendor); AI Agent Builder + Transform; EY global alliance announced Jan 2026.

Google's frontier model family — Gemini Ultra/Pro/Flash/Nano.

Google's BI on top of cloud warehouses with a governed semantic layer (LookML). Gemini in Looker for natural-language analytics and chat.

Customer platform (CRM, marketing, sales, service) for mid-market and enterprise. Breeze AI agents — Content, Prospecting, Customer, Social.

Contract lifecycle management, contract intelligence, obligation management, and legal operations platforms.

LangChain's observability + evaluation + tracing platform for LLM apps and agents.

Unified analytics platform — OneLake, Synapse, Data Factory, Power BI, Real-Time Intelligence.

ESG data management, sustainability reporting, carbon accounting, supplier assessment, and regulatory disclosure.

SensibleAI Agents + Modern Financial Close launched Oct '25; 4x Gartner MQ Leader; furthest in Vision 2026; Microsoft alliance.

Oracle Fusion Cloud Procurement. Oracle AI Apps for supplier recommendations and autonomous P2P workflows.

Oracle Fusion HCM Cloud. Oracle AI Apps for HCM — skills, talent intelligence, narrative reporting, and policy assistant.

SAP's agent builder on Joule. Agents grounded in SAP business data and processes across S/4HANA, Ariba, SuccessFactors.

ServiceNow's IRM and SecOps modules on the Now Platform. Now Assist for risk and audit copilot use cases.

AI built into Slack — channel/thread summarization, recap, search across messages, files, and connected apps.

UiPath's process discovery + task mining. Integrates with UiPath RPA + Agentic Automation for end-to-end discovery-to-execution.

Enterprise iPaaS + workflow automation. Workato Genie and the Agentic platform let business users build governed AI agents.

Workday Financial Management — cloud ERP focused on services-led organizations.

Contract lifecycle management, contract intelligence, obligation management, and legal operations platforms.

Integrated risk management platform — risk taxonomy + controls + assessments + IT compliance.

Intelligent automation platform. AI Agent Studio + Co-Pilot for autonomous workflows on top of the established RPA portfolio.

Unified cloud HCM platform (formerly Ceridian). Dayforce AI Assistant + autonomous workforce decisions across HR, payroll, and scheduling.

Contact center, customer service, workforce engagement, conversational AI and omnichannel service platforms.

Google's serverless data warehouse + lakehouse. BigQuery ML + Gemini in BigQuery for natural-language analytics and autonomous data agents.

186+ agents across O2C, R2R, treasury; GA autonomous Cash App and Cash Forecasting; Outcome-Based Pricing (OBP) tied to automation rate achieved.

Source-to-pay suite. Ivalua AI assistant for sourcing events, supplier risk, and contract Q&A.

CRM with Copilot for Sales — research, summarization, email drafting, and opportunity coaching grounded in tenant CRM + M365 data.

Foundation model providers, model access platforms, inference, model development and deployment platforms.

Unified data security + governance + compliance across Microsoft and multi-cloud. Purview AI Hub for AI risk + data-loss prevention.

AI features inside Notion (writing, summarization, Q&A across pages) plus Notion AI Connectors that pull context from Slack, Drive, Jira, GitHub.

Cloud ERP for mid-market and high-growth companies.

Identity, access, zero trust, endpoint, cloud security, SIEM/SOAR, posture management, and data protection.

Low-code workflow + decisioning platform. Pega GenAI Blueprint generates apps from prompts and orchestrates autonomous workflows.

ESG data management, sustainability reporting, carbon accounting, supplier assessment, and regulatory disclosure.

Business intelligence, analytics, reporting, dashboarding, and augmented analytics platforms.

Supply chain planning, demand planning, inventory optimization, supply chain visibility, and operations platforms.

SAP's iPaaS within BTP. Pre-built integrations and APIs across SAP and non-SAP applications.

Enterprise insight platform — AI-powered search + assistants for knowledge work, R&D, and customer service.

Developer platforms, DevOps, CI/CD, observability, code quality, feature management, and AI coding tools.

Purpose-built close platform with Cadency, Adra, and new Beacon AI assistant; strong reconciliation and matching capabilities.

MLOps + LLMOps platform — experiment tracking, model registry, traces, evaluations for both classical ML and LLM workflows.

Cloud planning for finance, workforce, and sales. Workday AI embedded for forecasting, what-if scenarios, and anomaly detection.

Workday's agent management layer for Workday-built and partner-built agents acting on HCM/Financials data with native governance.

Process mining + intelligent document processing combo. Document understanding + process discovery in one platform.

Process automation + low-code platform. Appian AI Process Platform with private AI Copilots and agents.

AI observability platform — LLM and agent monitoring, evaluation, and drift detection in production.

Rovo Search for finding info across Jira, Confluence, and connected SaaS. Cross-listed under productivity.

AWS's managed foundation-model platform — Anthropic Claude, Meta Llama, Mistral, Amazon Nova, Cohere, AI21 in one API.

AWS cloud data warehouse + lakehouse via SageMaker Lakehouse. Amazon Q generative SQL on warehouse data.

Developer platforms, DevOps, CI/CD, observability, code quality, feature management, and AI coding tools.

AI-first source-to-pay platform. GEP QUANTUM AI for autonomous procurement workflows across sourcing, contracts, and supplier management.

Enterprise productivity, collaboration, and workplace AI assistants.

Informatica's data catalog + governance + MDM modules within IDMC. Cross-listed under integration-ipaas.

Open-source framework and runtime for building LLM apps and agents. LangSmith adds observability + evaluation; LangGraph adds stateful multi-agent orchestration.

Cloud ERP for finance and operations. Copilot in Finance & Operations across AP automation, collections, cash-flow forecasting, and supplier risk.

Trust intelligence platform — privacy, AI governance, GRC, ESG, data-discovery. Cross-listed conceptually with ai-governance.

Oracle Financial Consolidation & Close, Account Reconciliation, and Narrative Reporting. AI for variance explanation and disclosure drafting.

OCI's iPaaS service for connecting Oracle Fusion + third-party applications. Pre-built recipes + process automation.

Supply chain planning, demand planning, inventory optimization, supply chain visibility, and operations platforms.

Salesforce's agentic platform — autonomous AI agents for sales, service, marketing, and commerce.

SAP's planning + BI + predictive bundle (xP&A). Joule integration for natural-language planning queries on top of SAP and non-SAP data.

Treasury, tax, accounts payable, accounts receivable, payments, cash application, and working capital platforms.

Contract lifecycle management, contract intelligence, obligation management, and legal operations platforms.

Contact center, customer service, workforce engagement, conversational AI and omnichannel service platforms.

Search + AI-driven BI. Spotter AI agent for natural-language analytics over modeled enterprise data.

UKG's enterprise HCM. UKG Bryte AI for HR insights, sentiment, and workforce intelligence.

ESG data management, sustainability reporting, carbon accounting, supplier assessment, and regulatory disclosure.

Identity, access, zero trust, endpoint, cloud security, SIEM/SOAR, posture management, and data protection.

Mid-market HCM platform. ADP Assist (GenAI) for HR questions, payroll, and compliance.

Developer platforms, DevOps, CI/CD, observability, code quality, feature management, and AI coding tools.

Rovo Search, Chat, and Agents across Jira, Confluence, Bitbucket, and connected SaaS. Cross-listed under enterprise-search.

Contract lifecycle management, contract intelligence, obligation management, and legal operations platforms.

Supply chain planning, demand planning, inventory optimization, supply chain visibility, and operations platforms.

Treasury, tax, accounts payable, accounts receivable, payments, cash application, and working capital platforms.

Integration platforms, API management, event/data integration, and automation connectivity.

Source-to-pay suite. AI-driven supplier discovery, contract analysis, and autonomous sourcing workflows.

Governance, risk, controls, internal audit, policy, assurance and compliance management.

Data + AI observability platform — auto-detection of data-quality incidents, lineage, and AI evaluation.

Conversational AI for employee support (IT, HR, finance). End-user automation alternative/complement to ServiceNow.

Oracle's BI + visualization platform with embedded ML and Oracle AI Apps integration for grounded analytics over Fusion data.

Self-managing cloud DB. Oracle Select AI for natural-language SQL on operational and analytical data; vector search built in.

Oracle Customer Experience suite (Sales, Service, Marketing, Commerce). Oracle AI Apps for CX with customer insights and autonomous service.

Cloud financial management for mid-market and high-growth companies. Sage Copilot assists accounts payable, close, and reporting workflows.

Embedded SAP S/4HANA consolidation, close, and group reporting. Joule integration for analytical narratives on consolidated financials.

ESG data management, sustainability reporting, carbon accounting, supplier assessment, and regulatory disclosure.

Contact center, customer service, workforce engagement, conversational AI and omnichannel service platforms.

UiPath Agent Builder + Maestro orchestrator for autonomous agentic workflows alongside the existing RPA + document understanding portfolio.

CPM platform for consolidation, planning, and regulatory reporting. CCH Tagetik AI for analytical narratives and anomaly detection.

Identity, access, zero trust, endpoint, cloud security, SIEM/SOAR, posture management, and data protection.

IT service management, enterprise service management, workflow, and low-code service delivery.

Process mining, task mining, RPA, business process management, and workflow automation.

Developer platforms, DevOps, CI/CD, observability, code quality, feature management, and AI coding tools.

Decision-making platform combining BI, analytics, and performance management. Board Intelligent Planning leverages ML/AI for forecasting + scenarios.

AI for content stored in Box — Q&A on documents, extraction, summarization, autonomous agents operating on the content cloud.

AI governance, model monitoring, prompt/application observability, guardrails, evaluation, and AI security.

ESG data management, sustainability reporting, carbon accounting, supplier assessment, and regulatory disclosure.

Open lakehouse for AI workloads. Integrates with watsonx.ai + Granite models for data-grounded AI on governed enterprise data.

Industry-specialized cloud ERP (CloudSuite Industrial/Distribution/Healthcare/Public Sector). Infor GenAI assistant embedded across modules.