Assembled
AI customer support orchestration platform that unifies autonomous AI agents across chat, email, SMS, and voice, an agent copilot, and AI powered workforce management, connecting automation directly to staffing across a blended human, AI, and outsourced workforce.
Assembled, based in San Francisco, is an AI customer support orchestration platform that unifies AI agents, an agent copilot, and workforce management so support teams can run humans, AI, and outsourced partners as one operation. Founded in 2018 by brothers Ryan Wang, its chief executive, and John Wang, both formerly at Stripe, it raised a Series B with investors including Emergence Capital, Stripe, and Felicis. Its thesis is that the hard part of AI in support is no longer deployment but orchestration, knowing which work AI should handle, where humans add value, and how to staff a blended workforce as automation shifts volume day to day.
The platform has three connected parts. Autonomous AI agents resolve customer inquiries end to end across chat, email, SMS, and voice, answering questions, executing account level actions, following workflows, and staying within brand voice and compliance guardrails. An AI copilot works alongside human agents inside existing ticketing and CRM systems, drawing on the knowledge base, documentation, and successful past tickets to surface knowledge, draft responses, recommend next best actions, and enable one click task execution. Underneath sits AI powered workforce management with forecasting, one click schedule generation that removes most of the manual effort, and real time visibility across human agents, AI agents, and outsourcing partners. Support orchestration ties automation directly to staffing, scoring which case types to automate, flagging knowledge gaps, and rebalancing in real time with dynamic handoff logic based on capacity and demand.
Assembled integrates with existing support tools through one click connectors and an API that can embed its agents into a company's own product, and it is SOC 2, GDPR, and HIPAA compliant with built in guardrails that keep interactions aligned to policy. It runs as a cloud service without a documented on premise option, uses its own models rather than a choice of provider, and acts through integrations rather than driving a browser. For a support or contact center team that wants automation and workforce management under one roof, with granular control across a blended workforce, Assembled is a strong and unusually unified fit; a team seeking only a lightweight standalone chatbot, or a self hosted, model flexible platform, will find it broader than that.
Vendor details
Canonical URL
https://www.assembled.com
Category
Customer support agent
Subcategory
AI customer support orchestration and workforce management
Funding status
Independent, based in San Francisco, founded in 2018 by brothers Ryan Wang, chief executive, and John Wang, both formerly at Stripe. Assembled raised a Series B round with investors including Emergence Capital, Stripe, Felicis, Basis Set Ventures, and New Enterprise Associates. It serves support teams at companies such as ClassPass, ServiceTitan, Patreon, and Pair Eyewear, and positions itself as the platform that unifies workforce management with AI support automation.
Company status
independent
Use cases & customers
Primary use cases
Target customers
Deployment options
Integrations
Assembled connects to a company's knowledge, customer data, workforce data, and cases through one click integrations, works inside existing ticketing and CRM systems, and offers advanced APIs that let teams embed its AI agents directly into their own product. It is listed on the Salesforce AppExchange and its agents execute account level actions across connected internal tools and policies.
In practice
Your support volume swings daily and you cannot tell whether to add agents or lean on automation. Assembled forecasts demand, builds schedules in one click, and rebalances between human and AI agents in real time as queues run hot.
You deployed a support chatbot but have no idea which tickets it should handle or where it hurts quality. Assembled scores automation opportunities from your case history and routes work with dynamic handoff logic so quality holds.
New agents take weeks to ramp and quality is inconsistent. Assembled's copilot surfaces the right knowledge, drafts on brand responses, and enables one click actions inside your existing helpdesk to lift first contact resolution.
Sources & related URLs
Research sources
Research notes
Added via Crunchbase agentic discovery CSV, enriched full fidelity 2026-07-07. Categorized Customer support on support automation plus workforce management. Independent; Series B (Emergence, Stripe, Felicis).
Capability coverage
10.0 / 14 capabilities · 71%
| Integrations & Tool CallingConnects through one click integrations to knowledge, CRM, and cases and executes account level actions across internal tools, with an API to embed agents, Assembled docs 2026-07-07 | Full |
|---|---|
| Workflow OrchestrationSupport orchestration connects automation to staffing with dynamic handoff logic and real time routing across human, AI, and outsourced agents, Assembled docs 2026-07-07 | Full |
| Knowledge Grounding & RAGThe copilot draws on the knowledge base, documentation, and successful past tickets, and knowledge gap analysis identifies what unlocks more automation, Assembled docs 2026-07-07 | Full |
| Human Oversight & GuardrailsBlends AI and human agents with handoffs, an internal review process for AI responses, and guardrails that keep granular control over quality, Assembled docs 2026-07-07 | Full |
| Security, Identity & GovernanceIs SOC 2, GDPR, and HIPAA compliant with built in guardrails and protections that keep every interaction aligned to company policy, Assembled docs 2026-07-07 | Full |
| Observability & AuditabilityGives full visibility into every interaction and outcome across humans and AI, with automation impact reporting and adherence tracking, Assembled docs 2026-07-07 | Full |
| Memory & State PersistenceThe copilot uses conversation context and past tickets and workforce data builds history, though a distinct long term learning memory is only implied, Assembled docs 2026-07-07 | Partial |
| Deployment & Data ResidencyDelivered as a cloud service with no on premise or customer controlled residency option documented, Assembled docs 2026-07-07 | Unable to verify |
| Prebuilt Agents, Templates & PacksShips prebuilt AI agents for chat, email, SMS, and voice, an agent copilot, and workforce management modules ready to deploy, Assembled docs 2026-07-07 | Full |
| Triggers & Channel CoverageReal time handoff logic responds to capacity and queue demand, with live SLA alerts and coverage across chat, email, SMS, and voice, Assembled docs 2026-07-07 | Full |
| Model Flexibility & RoutingRuns on its own models with no documented customer choice or routing of the underlying model, Assembled docs 2026-07-07 | Unable to verify |
| APIs, SDKs & MCP ExtensibilityOffers advanced APIs to embed agents into a company's own product and one click integrations, alongside a Salesforce AppExchange listing, Assembled docs 2026-07-07 | Full |
| Testing, Debugging & OptimizationSupports scenario testing of scheduling, automation opportunity scoring, and forecast accuracy reporting, though a dedicated agent testing surface is not documented, Assembled docs 2026-07-07 | Partial |
| Browser & Computer UseResolves inquiries through integrations rather than driving a browser or operating a computer interface, Assembled docs 2026-07-07 | Unable to verify |
Pricing
Not public; custom pricing across Core, Pro, and Enterprise tiers, quoted through sales
tiered subscription (Core, Pro, Enterprise), quoted through sales
What is public
Core, Pro, and Enterprise tiers are named, with advanced forecasting reserved for Pro and Enterprise, but prices are quoted through sales and not listed publicly.
Billing mechanics
Tiered subscription across Core, Pro, and Enterprise, quoted through sales, with advanced forecasting features gated to Pro and Enterprise and pricing scaled to seats, channels, and volume, though rates are not disclosed.
Cost watchouts
Advanced forecasting sits in Pro and Enterprise, so the entry Core tier may not cover full workforce management, and cost scales with agents, channels, and volume across the blended workforce.
Variable cost rationale
Priced by tier and scaled to seats, channels, and AI agent resolution volume across a blended workforce, so cost grows with support scale and how much automation is deployed.
Additional watchouts
Confirm which tier includes the forecasting and orchestration features you need, and how AI agent resolution volume and seat counts scale the quote.
Sales call required
Yes — required for paid access
Free / trial
Demo on request; no public free tier
Lowest paid plan
Core tier (pricing not public), with Pro and Enterprise above it
Key ambiguities
Tier names are public but prices are not, and how AI agent usage, seats, and workforce management modules combine into a quote is not disclosed.
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