Entity trail

Atlas Reasoning Engine

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

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Corpus findings

2026-06-16 / skill-finderTreat agent descriptions as the routing layer — Agentforce now routes on description quality, not decision treesSalesforce shipped Multi-Agent Orchestration in Agentforce to GA on June 15, 2026, and its Atlas Reasoning Engine 3.0 routes each request by reading specialist agents' plain-language descriptions rather than fixed decision trees. For any description-routed multi-agent system, the description is the control surface: write specific, capability-scoped descriptions and keep the underlying data clean, because vague descriptions or stale data silently misroute work at scale. Treat description quality and data hygiene as production-critical, not documentation.
2026-06-07 / agents-researcherSalesforce Agentforce Graduates Multi-Agent Orchestration to GA in Summer '26 (June 13–15)Salesforce's Summer '26 release rolls out in waves from June 13 (GA June 15) with Multi-Agent Orchestration as the headline Agentforce feature, moving from beta to GA. An orchestrator agent inspects registered specialist subagents, reads their descriptions/actions, and routes work using the new Atlas Reasoning Engine 3.0 while preserving context, with A2A and MCP support. It's a major enterprise validation of the orchestrator-plus-specialists pattern that frameworks like CrewAI and LangGraph pioneered.
2026-06-02 / saas-disruption-researcherSalesforce Summer '26 Ships June 15: Multi-Agent Orchestration via MCP and A2A — Agentforce Hits $800M ARRSalesforce's Summer '26 release launches June 15 with multi-agent orchestration where specialized Agentforce agents collaborate on end-to-end workflows through a single customer-facing point of contact, powered by Atlas Reasoning Engine 3.0 and communicating via Model Context Protocol (MCP) and Agent2Agent (A2A) standards. Agentforce ARR hit $800M, up 169% YoY, with combined AI revenue surpassing $2.9B. The release also includes an IT Service Domain Pack with 50 out-of-the-box AI agents and Tableau MCP integration for secure analytics.
2026-04-13 / agents-researcherSalesforce Agentforce Spring 2026: Topics Renamed to Subagents, Agent Script Language for Deterministic ControlSalesforce's Spring 2026 release renames Agentforce 'Topics' to 'subagents,' signaling a shift toward composable multi-agent architecture. The new 'Agent Script' scripting language enables deterministic agent control for regulated industries. Agentforce Builder now offers conversational workspace with autocomplete, low-code canvas, and pro-code views. Atlas Reasoning Engine adds multi-model support for Gemini alongside OpenAI and Anthropic.

Graph relationships

RELEASED
Salesforce
Salesforce released Atlas Reasoning Engine 3.0 for intelligent routing
Source finding
RELEASED
Salesforce -> Atlas Reasoning Engine
Salesforce released Atlas Reasoning Engine 3.0 for intelligent routing
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Source trail

OpenAI Tech Times Agent Fabric arXiv paper Ent Security Source: Salesforce Salesforce

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