A
assembled.com · Active

Assembled

Evidence review incomplete; verified field coverage is limited.

Evidence-backed profile summary

Agenova records Assembled as a customer operations product from assembled.com. Accepted capability evidence: Assembled AI Agents can execute returns, refunds, order tracking, account updates, and password resets. Accepted availability evidence: Assembled AI Agents start at $0.65 per conversation.

Category
Customer operations
Purpose taxonomy
Customer Support (ade-1a.v1)
Pricing
Paid
Deployment
Cloud
Source freshness
Attention required
Evidence coverage
6 of 8 fields
Execution status
No published execution evidence
Last assessed
2026-07-07
Last source scan
2026-08-31
Last material change
No accepted change recorded
Canonical Agent entity

What is Assembled?

Agenova verified this product identity, but accepted official evidence is currently insufficient for specific capability, pricing, integration, deployment, privacy, or enterprise-control claims. Unverified fields remain Unknown.

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.

Evidence boundary

What is verified—and what remains unknown.

Source-backed now

  • PricingAssembled AI Agents start at $0.65 per conversation.
  • CapabilitiesAssembled AI Agents can execute returns, refunds, order tracking, account updates, and password resets.
  • Enterprise controlsAssembled limits customer-data access to authorized employees and logs and audits data access.
  • Privacy & data policyAssembled encrypts data at rest with AES-256 and data in transit with SSL/TLS.
  • IntegrationsAssembled may collect personal data from third-party sources including GSuite and Zendesk.
  • Regional availabilityAssembled supports multiple languages, currencies, and compliance requirements from one platform.

Not yet verified

  • DeploymentNo accepted public source currently supports this field.
  • Execution reliabilityNo publication-approved execution evidence.
Decision readiness

Evidence coverage: 75%

6 of 8 decision fields supported. Evidence coverage is not a product score.

Source-Backed
6
Execution-Verified
0
Intelligence Gap
1
Execution Evidence Gap
1
FieldCurrent answerEvidence stateSourceLast assessed
Pricing

CONDITIONAL — official source field-level review: Assembled AI Agents start at $0.65 per conversation.

Source-BackedAssembled official pricing source
Capabilities

CONDITIONAL — official source field-level review: Assembled AI Agents can execute returns, refunds, order tracking, account updates, and password resets.

Source-BackedAssembled official pricing source
Deployment

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Enterprise controls

CONDITIONAL — official source field-level review: Assembled limits customer-data access to authorized employees and logs and audits data access.

Source-BackedAssembled official enterpriseControls source
Privacy & data policy

CONDITIONAL — official source field-level review: Assembled encrypts data at rest with AES-256 and data in transit with SSL/TLS.

Source-BackedAssembled official enterpriseControls source
Integrations

CONDITIONAL — official source field-level review: Assembled may collect personal data from third-party sources including GSuite and Zendesk.

Source-BackedAssembled official privacyDataPolicy source
Regional availability

CONDITIONAL — official source field-level review: Assembled supports multiple languages, currencies, and compliance requirements from one platform.

Source-BackedAssembled official capabilities source
Execution reliability

No publication-approved execution evidence is available for this Agent.

UnverifiedExecution Evidence GapNo accepted source
Evaluation status

Execution status: No published execution evidence

Documented product facts and Source-Backed claims do not establish execution quality or performance. Only publication-approved execution evidence can create an Execution-Verified state.

Product facts and market availability

Known facts, with boundaries visible.

Pricing
PaidProduct record
Deployment
CloudProduct record
Languages
English
Provider-listed markets
GlobalProvider-listed; not verified availability
Independently verified availability
Unverified
Access requirements
Not recorded
Payment access
Not verified
Network dependency
Not verified
Integrations
CONDITIONAL — official source field-level review: Assembled may collect personal data from third-party sources including GSuite and Zendesk.Source-Backed
Capability intelligence · Evidence-aware, not a ranking

Capabilities and evidence

Documented product intelligence is not execution evidence or a performance claim. No publication-approved Execution-Verified edge appears unless its governed evidence passes.

No evidence-qualified capability edge is published for this profile. Provider-listed labels are not promoted as verified capabilities.

View full evidence audit9 audited fields · default collapsed

Identity

Unverified · 0 matching sources · 2026-07-07

No accepted supporting source is recorded for this field.

Version

Unverified · 0 matching sources · 2026-07-07

No accepted supporting source is recorded for this field.

Deployment

Unverified · 0 matching sources · 2026-07-07

No accepted supporting source is recorded for this field.

Traceable provenance

Official sources

These sources support only the fields named below. A missing source is reported as unknown, not as a negative product claim.

SourceType and providerSupportsReviewed
Assembled official productofficial product · assembled.comCanonical identity or product context
Assembled official capabilities sourceofficial documentation · AssembledRegional availability
Assembled official capabilities sourceofficial documentation · AssembledCanonical identity or product context
Assembled official pricing sourcepricing page · AssembledPricing, Capabilities
Assembled official privacyDataPolicy sourceprivacy policy · AssembledIntegrations
Assembled official enterpriseControls sourceofficial policy · AssembledEnterprise controls, Privacy & data policy
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