AI Agent Index
ByHeather MacAvelia·Independently reviewed·Published Mar 21, 2026·Updated Jul 26, 2026
Independently verified against live vendor data on Jul 26, 2026.

Unified WFM + AI Agents + AI Copilot platform for human agents, AI agents, and BPO vendors. MCP-enabled. Stripe, Robinhood, Etsy. AI Agents from $0.65/conversation.

How we scored it

Autonomy

4/5

Integrations

5/5

Pricing clarity

4/5

Evidence

4/5

Setup

3/5

The facts

From

$0.65

usage-based

GitHub

Stars

G2

4.6 / 5

187 reviews ↗

MCP

⚡ Server

Exposes server

Reviews

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Assembled is the modern support operations platform combining AI Workforce Management with native AI Agents and AI Copilot, positioning itself as the only platform that manages human agents, AI agents, and BPO vendors in a single unified dashboard. Founded in 2018 with backing from Stripe, Y Combinator, and others, Assembled serves high-growth AI-forward customer service operations including Stripe, Robinhood, GoFundMe, Etsy, and Ramp. Assembled publishes per-product pricing and can be bought as a complete suite or as individual products. AI Agents are priced at $0.65 per resolved conversation, AI Workforce Management at $25 per agent per month plus a platform fee, and AI Copilot at $35 per agent per month, with a custom enterprise tier available by contacting sales. All prices are in USD. Implementation typically runs 4-12 weeks including data migration from existing WFM tools, helpdesk integrations, AI training, and operational team rollout. Assembled provides team-guided onboarding and ongoing support across the deployment. The platform has three distinct product lines. AI Workforce Management covers scheduling, forecasting, real-time analysis, and vendor management for blended human plus AI plus BPO operations, using ML-based forecasting and AI-powered scheduling to optimize capacity across all three workforce types. AI Agents deploy autonomous resolution across chat, email, SMS, and voice channels, handling end-to-end customer interactions with agentic workflows that connect to internal tools and policies. AI Copilot provides real-time assistance for human agents, surfacing knowledge, suggesting responses, auto-translating, and streamlining handoffs during live interactions. The Assembled MCP server enables Claude, ChatGPT, and other AI assistants to query Assembled WFM data and take actions directly via Model Context Protocol. Assembled differentiates versus traditional WFM tools (Verint, NICE) and pure-play AI agents (Sierra, Decagon) through unified hybrid workforce architecture: scheduling, forecasting, capacity planning, and analytics that account for both human and AI agents, letting support operations leaders manage AI deployment as a workforce decision rather than a separate technology purchase. Integration depth spans Zendesk, Intercom, Salesforce, Five9, Genesys, and major contact center and helpdesk tools. Ramp is among the documented references, having scaled to over 100 agents on the platform. Assembled is not the right fit for SMB support operations under 50 agents: the implementation complexity and enterprise focus exclude smaller teams that need lighter-weight WFM tools such as Tymeshift or standalone AI agents. Contact centers prioritizing the fastest autonomous AI deployment without WFM should evaluate Intercom Fin ($0.99 per resolution) or Decagon (custom enterprise) instead. Q3 2026 state: Assembled now publishes per-product pricing for AI Agents, AI Copilot, and AI Workforce Management. The Assembled MCP server lets Claude, ChatGPT, and any AI assistant access WFM data. BPO vendor management is core to platform positioning. G2 shows 187 reviews at 4.6 at slug assembled-wfm as of July 2026. The security page confirms SOC 2 Type II and GDPR.

Pricing

usage-based · $0.65 per conversation

Segment

enterprise

Setup

moderate

Verified

Jul 26, 2026

Transparency

Mostly Public

Contract

Data training

Not Disclosed

Human in loop

Optional

Capabilities

reportingworkflow-builderdata-analysisforecasting

Pros & Limitations

Editorial assessment

Pros

  • Only platform unifying human agents, AI agents, and BPO vendors in a single WFM dashboard: scheduling, forecasting, real-time analysis, and capacity planning across all three workforce types produces operational visibility that fragmented tool stacks managing each separately cannot match.
  • Assembled MCP server enables AI assistants to access WFM data: Claude, ChatGPT, and any MCP-compatible AI assistant can query workforce data and take actions directly, extending Assembled's platform reach into AI-native workflows and setting it apart from WFM incumbents with no MCP support.
  • Strong AI-forward reference base: Stripe, Robinhood, GoFundMe, Etsy, and Ramp provide peer references for similar high-growth support organizations, with documented outcomes including faster resolution, cost savings, and CSAT improvement across deployments.

Limitations

  • Multi-product platform with a platform fee and enterprise focus excludes small teams: Assembled targets high-volume support operations, and the combined per-agent, per-conversation, and platform-fee pricing plus a 4-12 week implementation excludes smaller teams needing lighter-weight WFM tools such as Tymeshift or standalone AI agents.
  • Implementation complexity of 4-12 weeks requires sustained cross-functional commitment: unified WFM plus AI deployment requires alignment between operations, technology, and AI teams that not all enterprises can absorb quickly, particularly those mid-transformation with existing WFM contracts.
  • Smaller installed base than legacy WFM incumbents Verint and NICE: while Assembled has strong AI-forward customers, the volume of large enterprise deployments lags established WFM incumbents, which can be a procurement consideration for risk-averse buyers in traditional enterprise environments.

Technical Details

Deployment
webapi
Model architectureProprietary
Avg setup time4-12 weeks (sales-led discovery, data migration from existing WFM, helpdesk integration, AI training, operational team rollout)
Autonomous rateAssembled AI Agents autonomously handle customer resolutions across chat, email, SMS, and voice with agentic workflows. AI Copilot assists human agents in real time. Assembled does not publish a platform-average autonomous resolution rate. Documented outcomes include faster resolution and a high degree of scheduling automation across the customer base.
Integrations
ZendeskSalesforceIntercomFreshdeskSlackGoogle CalendarBambooHR
Security
SOC 2 Type IIGDPR

Similar agents

Rating

4.2/ 5

Editorial score

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Recognition

MCP Server VerifiedListed 2026
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Industries

EnterpriseSaaSeCommerceB2B

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