AI Agent Index
ByHeather MacAvelia·Independently reviewed·Published Mar 21, 2026·Updated Oct 5, 2026
Independently verified against live vendor data on Oct 5, 2026.

Support operations platform combining AI workforce management, AI agents for chat, email, SMS and voice, and AI Copilot. AI Agents from $0.65 per conversation, WFM from $25 per agent per month (USD).

How we scored it

Autonomy

4/5

Integrations

5/5

Pricing clarity

4/5

Evidence

5/5

Setup

2/5

The facts

Assembled is a support operations platform that plans, staffs and runs customer support across in-house agents, BPO vendors and AI agents from one system. It sells three products that can be bought together or separately: AI Workforce Management for forecasting, scheduling and real-time adherence, with BPO vendor management as an add-on, AI Agents that resolve customer conversations end to end across chat, email, SMS and voice, and AI Copilot, which drafts replies, translates messages and summarizes tickets for human agents. Assembled was started by former Stripe employees, launched in March 2020, and raised a $51 million Series B in 2022 led by NEA with Emergence Capital and Basis Set Ventures. Customers with published case studies include Stripe, Robinhood, Canva, GoFundMe and Ramp, where Assembled reports 100+ support agents and 5,100+ hours saved a year. Its integrations directory covers contact-center, helpdesk, HRIS, knowledge base and QA tools, including Zendesk, Salesforce Service Cloud, Intercom, Kustomer, Gladly, Gorgias, Dixa, Five9, Genesys Cloud, Talkdesk, NICE, Amazon Connect, ServiceNow, Shopify, Slack, Notion and Workday, plus an open API. In April 2026 Five9 named Assembled a Select ISV Partner and became an authorized reseller of its WFM. The Assembled MCP server, announced in May 2026 and included on the Pro and Enterprise WFM plans, lets Claude and ChatGPT query schedules, forecasts, adherence and performance data and, with approval, publish overtime, voluntary time off and forecast adjustments. Separately, MCP Connectors let Assembled's AI agents call external MCP servers during customer conversations. Pricing is published per product in USD. AI Agents start at $0.65 per conversation, with per-resolution pricing available for AI Voice. AI Copilot starts at $35 per agent per month. Workforce Management is priced per agent per month plus a platform fee, on three plans: Core at $25, Pro at $45 and Enterprise at $75. Vendor Management is an add-on priced through sales, every product is bought through sales, and multi-year contracts and non-profit pricing are offered. WFM Core covers scheduling, time tracking, real-time adherence and staffing analytics. ML-based forecasting, AI schedule generation, automated time off, shift swaps, QA reporting and the MCP server start on Pro, and custom API integrations, white glove onboarding, a designated account manager and a shared Slack channel are on Enterprise. The platform fee is not published. Assembled states that many customers go live within a month and that most AI customers are up and running within a week. Assembled suits support operations and workforce management teams that run in-house agents, BPOs and AI agents together and want staffing and AI automation planned in one system. Teams that need the contact-center telephony platform itself should look at Talkdesk or Genesys Cloud, both of which connect to Assembled. Teams that want an AI agent on its own, running on their existing helpdesk, should look at Intercom Fin. Current state Q4 2026: Assembled's April 2026 update added Brand Studio for running separate AI agent personas for several brands from one account, AI Experience Scores that rate every AI conversation, AI-powered Schedule Generation and a mobile view for agents in beta. Its August 2026 update added self-serve business hours and Zendesk-triggered CSAT in chat. Assembled was named a Representative Vendor in the 2025 Gartner Market Guide for Contact Center Workforce Management Solutions. It states SOC 2 Type II, HIPAA and GDPR compliance and certification under the EU-U.S. Data Privacy Framework. Its help center says it does not train other customers' AI models on a customer's data, and its services agreement allows aggregated, anonymized data to be used to improve the service. Its AI agents support more than 80 languages.

Pricing

usage-based · $0.65 per conversation

View pricing ↗

Segment

Enterprise

Setup

moderate

Verified

Oct 5, 2026

Transparency

Mostly Public

Contract

Annual Only

Data training

Not Disclosed

Human in loop

Optional

Capabilities

reportingworkflow-builderdata-analysisforecasting

Pros & Limitations

Editorial assessment

Pros

  • ✓Plans in-house agents, BPO vendors and AI agents in one workforce management system, with ML-based forecasting, AI schedule generation, real-time adherence and a BPO vendor management add-on.
  • ✓Publishes an MCP server for Claude and ChatGPT on the Pro and Enterprise WFM plans, and its AI agents can call external MCP servers as tools during customer conversations.
  • ✓Publishes per-product pricing in USD: AI Agents from $0.65 per conversation, AI Copilot from $35 and WFM from $25 per agent per month.

Limitations

  • –Every product is bought through sales, the WFM platform fee is not published, and the Vendor Management add-on has no list price.
  • –ML-based forecasting, AI schedule generation and the MCP server start on the $45 Pro WFM plan, and custom API integrations and white glove onboarding are on the $75 Enterprise plan.
  • –The trust center, including the SOC 2 report, is available only by access request, and MCP access reads all company data rather than a role's restricted view in the app.

Technical Details

Deployment
webapi
Model architectureUses third-party large language models, with OpenAI and Anthropic named as downstream AI vendors in its help center
Avg setup timeVendor-stated: many customers go live within a month (pricing FAQ), and most AI customers are up and running within a week (help center).
Autonomous rateVendor-stated: AI agents resolve 60-70% of inquiries out of the box (pricing page), described as up to 70% on the AI chat page. No independently measured resolution rate is published.
Integrations
ZendeskSalesforce Service CloudIntercomKustomerGladlyGorgiasDixaFive9Genesys CloudTalkdeskNICEAmazon ConnectServiceNowUJETZoomRegalShopifySlackNotionConfluenceGoogle DriveGoogle CalendarSharePointGuruHelpjuiceWorkdayHiBobFivetranObserve.AIKlausevaluagentRippit
Security
SOC 2 Type IIHIPAAGDPRCCPA

Similar agents

Rating

4.5/ 5
★★★★★

Editorial score

How we score this →

Recognition

Rated 4.5 ★MCP Server VerifiedListed 2026
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Industries

EcommerceFinanceHealthcare

Built for

EnterpriseSaaSB2B

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