🤖 This report uncovers major companies like Salesforce and Blackbaud leading AI agent platform and builder initiatives, while others like LivePerson, 8x8, eXp, and RE/MAX focus on adjacent AI tooling or human agent enablement. 🌟
Generated by Dafinchi AI. Source-grounded AI analysis, not investment advice.
Deep ResearchWhich companies are discussing their Agent platform and Agent builder initiatives
This report examines which companies are discussing agent platforms and agent builder initiatives, categorizing them by how directly they address AI agents versus human agent enablement:
Direct AI agent platforms and builders:
Adjacent AI agent tooling/platforms:
Human agent (real estate) enablement platforms using AI:
In short: Salesforce and Blackbaud are directly building AI agent platforms and agent builder capabilities. LivePerson and 8x8 are adjacent enablers. eXp and RE/MAX focus on empowering human agents with AI-enabled tools and programs.
AI Agent Platform
A software platform that orchestrates AI agents capable of reasoning, learning, and taking actions across workflows, with enterprise-grade tooling (e.g., governance, data integration, observability).
Agent Builder
Tooling within the platform to design, configure, test, deploy, and manage agents and their workflows, data, tools, and guardrails.
Agent (Real Estate)
In real estate (eXp, RE/MAX), “agent” refers to licensed professionals; initiatives focus on human productivity, not autonomous AI agents.
| Company | Initiative(s) | Positioning | Core Capabilities | Monetization | Adoption/Traction |
|---|---|---|---|---|---|
| Salesforce (CRM) | AgentForce (AgentForce Sales, AgentForce Service), Slackbot; AgentForce ITSM | Enterprise AI agent platform with agent builder across clouds | AI+deterministic workflows; LLM gateway; Slack-based employee agents; deep data integration (Data 360, MuleSoft, Informatica) | Seat-based SKUs + consumption pricing | 70% QoQ growth in production customers; 1.2B LLM calls; 3.2T tokens; 18,500 AgentForce deals, 9,500 paid; ARR up 330% YoY |
| Blackbaud (BLKB) | Agents for Good; Development Agent | Vertical AI agent suite for fundraising and social impact | Embedded agent in Raiser’s Edge NXT/enterprise CRM; donor identification and stewardship; multi-agent infrastructure planned | Multiyear SaaS subscription | Early sales started; strong conference interest; ~40% adoption of related insights tools; ~$7M incremental investment in H2 for agentic AI |
| LivePerson (LPSN) | Conversation Simulator | Vendor-agnostic agent testing and training platform | Pre-deployment AI bot testing; in-workflow human agent training; CCaaS and LLM agnostic | Standalone product | 30% decrease in human agent ramp; 60% reduction in bot test time; customers include Telstra and Open University |
| 8x8 (EGHT) | Agent Assist | AI assistance within CCaaS | Continuous AI-assisted workflows; ongoing fine-tuning | Usage-based consumption | Positioned for ongoing AI services; focuses on optimization and cost efficiency |
| eXp World Holdings (EXPI) | eXp Connect Hub; eXp University; AI automations; FrameVR.io | Human agent (real estate) enablement platform | AI-enabled collaboration hub; training (FastCAP, FastATTRACT, AI accelerator); back-office automation | Platform membership and ecosystem services | Scaled enterprise platform; strong team enablement; continuous in-house development (Vibe coders) |
| RE/MAX Holdings (RMAX) | Aspire, Ascend, Appreciate; Marketing as a Service | Human agent (real estate) enablement with AI marketing | AI-driven marketing automation; property videos; campaigns; analytics; lead concierge | Subscription and services (low 7 figures run-rate) | Strong agent engagement; expanding internationally; additional 7-digit revenue expected by end of 2025 |
Salesforce, Inc. (CRM)
Analysis: Salesforce is the most comprehensive enterprise agent platform here, with clear builder features, broad app coverage, strong ecosystem partnerships, and measurable deployment scale.
Blackbaud, Inc. (BLKB)
Analysis: Blackbaud is a focused, vertical agent platform builder. Earlier in its platform lifecycle than Salesforce, but strong use case, embedded workflow, and clear monetization.
LivePerson, Inc. (LPSN)
Analysis: LivePerson is a critical companion layer to agent platforms—testing, validation, and governance—improving trust and scale readiness.
8x8, Inc. (EGHT)
Analysis: 8x8’s AI is embedded in CCaaS service delivery. Adjacent to agent platforms but not positioned as a builder; strong fit for 8x8 communications customers.
eXp World Holdings, Inc. (EXPI)
Analysis: eXp’s “agent platform” is about empowering real estate agents and teams with AI-enhanced processes and training. Not an AI agent builder, but demonstrates strong operational AI application.
RE/MAX Holdings, Inc. (RMAX)
Analysis: RE/MAX is digitizing and consolidating marketing workflows for real estate agents with AI. This is an AI-enabled services platform for human agents, not an AI agent builder.
Direct AI agent platforms vs. adjacent tooling:
Data and workflow integration as a differentiator:
Pricing and consumption models:
Maturity and traction:
End-market focus:
Organizations evaluating AI agent strategies should prioritize Salesforce for large-scale, cross-functional enterprise deployments, and Blackbaud for verticalized fundraising use cases.
LivePerson offers critical pre-deployment validation and governance, while 8x8 enhances CCaaS operations. In real estate, eXp and RE/MAX demonstrate how AI can materially improve human agent productivity and marketing effectiveness—without deploying autonomous agents.
Disclaimer: The output generated by dafinchi.ai, a Large Language Model (LLM), may contain inaccuracies or "hallucinations." Users should independently verify the accuracy of any mathematical calculations, numerical data, and associated units, as well as the credibility of any sources cited. The developers and providers of dafinchi.ai cannot be held liable for any inaccuracies or decisions made based on the LLM's output.
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