LoginSign Up
← Back to all sparks
A

Assembled

SUPPORT
Velocity2.5

Workforce management and scheduling for support teams

www.assembled.com ↗

Assembled is turning workforce management into an agentic control layer for AI-run support.

agentic-wfmcustomer-supportai-agentsvoice-aiintegrationsmcp
◆Current state
Assembled is repositioning from a scheduling and forecasting WFM tool into a platform for managing AI and human support agents together. Recent moves center on agentic interfaces (an MCP server, Data Connectors feeding AI agents company data), AI-quality tooling (Experience Scores, Knowledge Opportunities), and channel breadth across voice, chat, email, and copilot — plus integrations with Five9 and Genesys Cloud.
◆Where it's heading
The arc is toward a single platform that staffs, evaluates, and runs both human and AI agents. Expect deeper agent-native control (natural-language operations via MCP), tighter data plumbing so AI agents answer accurately, and continued contact-center integrations to meet enterprises where their CX stacks already live.
◆Prediction
Likely next: more agent identity and quality tooling and additional contact-center platform integrations, extending agentic WFM as the category Assembled is trying to own.

◆Recent moves

  1. 8d ago

    Introducing Data Connectors

    Data Connectors give Assembled's AI agents a faster path to company data, aiming for more accurate responses across voice, chat, email, and Copilot. Plumbing work that supports the broader bet on AI agents handling more frontline support.

    View source ↗
  2. 1mo ago

    Introducing the Assembled MCP

    ⚡ SPARK

    Assembled ships an MCP server so managers can query and act on live WFM data in plain language from Claude, ChatGPT, or any MCP client. It moves Assembled from a dashboard you log into toward a system agents and people operate conversationally — squarely on the agentic-WFM trajectory.

    View source ↗
  3. 1mo ago

    Introducing the Assembled Mobile Agent Experience

    A mobile-first experience puts schedules, shifts, and requests in human agents' pockets. A practical UX expansion that keeps the human side of the workforce served even as AI features take the spotlight.

    View source ↗
  4. 2mo ago

    Introducing Knowledge Opportunities

    Knowledge Opportunities surfaces gaps in a support team's knowledge base so teams can fix what's dragging down AI performance and agent quality. It ties AI outcomes back to the underlying content, reinforcing the quality-tooling layer alongside Experience Scores.

    View source ↗
  5. 2mo ago

    Assembled + Five9: Agentic WFM for Intelligent CX

    Assembled brings its agentic WFM to Five9's Intelligent CX platform, letting teams manage AI agents, human agents, and workflows in one place. An integration play that extends reach into an established contact-center ecosystem.

    View source ↗
  6. 3mo ago

    What We Learned Running Voice AI in Support | Assembled

    A retrospective blog on Assembled running its own voice AI in support. Thought-leadership rather than a release, though it signals how central voice AI is to the product direction.

    View source ↗