AI Agent Index
ByHeather MacAvelia·Last verified May 8, 2026
Assembled logo

Assembled

4.2/ 5

by Assembled

✓ Verified Review
Visit site

Workforce management platform with AI Agents for chat, email, SMS, and voice + WFM, scheduling, and forecasting. Custom enterprise pricing — typically $100K-$500K+/year.

From

Custom

custom

GitHub

Stars

G2

View on G2 ↗

MCP

No

Compatible

Assembled is the modern support operations platform combining AI Workforce Management (scheduling, forecasting, real-time analysis) with native AI Agents for chat, email, SMS, and voice — positioning the company as the unified platform for staffing and managing both human and AI support teams. Founded in 2018 with substantial venture investment from Stripe, Y Combinator, and others, Assembled has grown into a leading brand for high-growth, AI-forward customer service operations including Stripe, Robinhood, GoFundMe, and Etsy. Pricing is enterprise-only with no public self-serve tier. Public benchmarks place Assembled deployments in the $100,000-$500,000+ per year range depending on team size, modules selected (WFM only, AI Agents only, or unified platform), and AI conversation volume. Implementation typically runs 4-12 weeks including data migration from existing WFM tools (Verint, NICE), helpdesk integrations (Zendesk, Intercom, Salesforce Service Cloud), AI training, and operational team rollout. Assembled's differentiation versus traditional WFM tools (Verint, NICE) and pure-play AI agents (Sierra, Decagon) is the unified hybrid workforce architecture: rather than treating human agents and AI agents as separate operational concerns managed by different tools, Assembled provides scheduling, forecasting, capacity planning, and analytics that account for both — letting support operations leaders manage their AI deployment as a workforce decision rather than a separate technology decision. This positioning matches how AI is actually being deployed at scale, where AI agents handle some queries and human agents handle others, with workload split varying by time of day and topic complexity. Assembled AI capabilities span AI Agents for chat, email, SMS, and voice (handling autonomous resolution), AI-powered WFM (forecasting based on historical patterns and AI deflection rates), AI scheduling (optimizing human + AI agent capacity), and AI quality analysis. The platform integrates with Zendesk, Intercom, Salesforce, Five9, Genesys, and major contact center and helpdesk tools. Assembled has documented strong customer outcomes, with reference customers like Ramp scaling 100+ agents and saving 5,100+ hours annually. The platform operates under SOC 2 Type II, GDPR, and HIPAA compliance.

Pricing

custom

Segment

enterprise

Setup

moderate

Verified

May 8, 2026

Capabilities

reportingworkflow-builderdata-analysisforecasting

Pros & Limitations

Editorial assessment

Pros

  • Unified hybrid workforce architecture is genuinely differentiated — managing AI agents and human agents as a unified workforce in a single platform matches how AI is actually being deployed at scale, materially better than pure-play tools that fragment operational management
  • Strong AI-forward customer reference base — Stripe, Robinhood, GoFundMe, Etsy, Ramp provide peer references that de-risk procurement decisions for similar high-growth, AI-forward support operations
  • Combined WFM + AI Agents reduces tool sprawl — unified platform replaces separate WFM (Verint, NICE) + AI agent tools, materially reducing integration overhead and enabling cross-functional analytics that fragmented stacks cannot match

Limitations

  • Enterprise-only pricing inaccessible to SMB and mid-market — Assembled deployments start at $100K+/year and target high-volume operations (50+ agents), excluding smaller support teams that need lighter-weight WFM (Tymeshift, Calabrio) and standalone AI agents
  • Implementation timelines of 4-12 months — unified WFM + AI deployment requires sustained change management investment, with cross-functional stakeholder alignment between operations, technology, and AI teams that not all enterprises can absorb quickly
  • Smaller installed base than legacy WFM incumbents — while Assembled has strong AI-forward customers, the volume of Fortune 500 deployments lags Verint and NICE, which can be a procurement consideration for risk-averse enterprise buyers

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 rateConfigurable: Assembled AI Agents handle autonomous resolution across chat/email/SMS/voice within configured guardrails; WFM optimizes human + AI capacity
Integrations
ZendeskSalesforceIntercomFreshdeskSlackGoogle CalendarBambooHR
Security
SOC 2 Type IIGDPRHIPAA

Similar agents

Rating

4.2/ 5

Editorial score

How we score this →

Industries

EnterpriseSaaSeCommerceB2B

Leave a review

Never displayed publicly.

Agent Stacks

See workflow stacks that feature Assembled.

Compare

Related Content

Is this your tool?

Claim this listing to update your details and get a Verified badge.

Claim listing →