Spiceworks
Spiceworks covers the Microsoft 365 outage from the help desk's side.
Comparison · Support
Assembled vs Hatz AI
A side-by-side editorial comparison of Assembled and Hatz AI — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:ai-agents
Assembled vs Hatz AI: at a glance
| Feature | Assembled | Hatz AI |
|---|---|---|
| Sector | Support | Support |
| Velocity score | 2.5 | 7.5 |
| Sparks · 30d | 0 | 2 |
| Top themes | agentic-wfm, customer-support, ai-agents, voice-ai | msp, ai-agents, automation, governance |
| Last editorial update | 4mo ago | 1d ago |
| Website | Visit → | — |
What is Assembled?
Assembled is turning workforce management into an agentic control layer for AI-run support.
Assembled is repositioning from a scheduling and forecasting WFM tool into a platform for managing AI and human support agents together. Recent moves center on agentic interfaces (an MCP server, Data Connectors feeding AI agents company data), AI-quality tooling (Experience Scores, Knowledge Opportunities), and channel breadth across voice, chat, email, and copilot — plus integrations with Five9 and Genesys Cloud.
What is Hatz AI?
Hatz 2.0 turns its chat into an agent that plans, browses and saves its work as automations.
Hatz is a multi-model AI platform sold through MSPs. Hatz 2.0, released November 12, merges its Auto tiers into one Auto mode that plans each task, splits it across parallel helpers, works in websites through a controlled browser and saves finished work as repeatable automations. A Vault keeps API keys out of the model's view, and chats can run for up to three hours unattended. The same day added an itemised Subscription Overview for MSP billing and Claude Fable 5.2 and Gemini 4 Carbon in the model catalog, a week after Spaces and the AI Gateway.
Assembled vs Hatz AI: editorial side-by-side
Assembled
2.5SUPPORT
Assembled is turning workforce management into an agentic control layer for AI-run support.
◆ Current state
Assembled is repositioning from a scheduling and forecasting WFM tool into a platform for managing AI and human support agents together. Recent moves center on agentic interfaces (an MCP server, Data Connectors feeding AI agents company data), AI-quality tooling (Experience Scores, Knowledge Opportunities), and channel breadth across voice, chat, email, and copilot — plus integrations with Five9 and Genesys Cloud.
◆ Where it's heading
The arc is toward a single platform that staffs, evaluates, and runs both human and AI agents. Expect deeper agent-native control (natural-language operations via MCP), tighter data plumbing so AI agents answer accurately, and continued contact-center integrations to meet enterprises where their CX stacks already live.
◆ Prediction
Likely next: more agent identity and quality tooling and additional contact-center platform integrations, extending agentic WFM as the category Assembled is trying to own.
Hatz AI
7.5SUPPORT
Hatz 2.0 turns its chat into an agent that plans, browses and saves its work as automations.
◆ Current state
Hatz is a multi-model AI platform sold through MSPs. Hatz 2.0, released November 12, merges its Auto tiers into one Auto mode that plans each task, splits it across parallel helpers, works in websites through a controlled browser and saves finished work as repeatable automations. A Vault keeps API keys out of the model's view, and chats can run for up to three hours unattended. The same day added an itemised Subscription Overview for MSP billing and Claude Fable 5.2 and Gemini 4 Carbon in the model catalog, a week after Spaces and the AI Gateway.
◆ Where it's heading
Hatz is moving from a model picker with workflows to an agent runtime that MSPs govern. The November 6 gateway put outside coding agents under Hatz controls; Hatz 2.0 makes its own chat an agent, with approvals, credentials handling and billing visibility for the MSP layer.
◆ Prediction
Expect the next releases to give MSP admins finer controls over agent runs, such as per-role approval policies, browser site limits and credit caps for automations.
Alternatives to Assembled and Hatz AI
Other Support products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Assembled or Hatz AI.
DoneDone
DoneDone's editor gets tables, spreadsheet paste and text colors.
Twilio
Twilio's voice AI stops cutting callers off mid-sentence, using its own turn-taking model.
Xurrent
Xurrent's November update blocks unverified email senders from changing records.
LiveAgent
LiveAgent 5.71 starts letting bots work chats over MCP and answer the phones.
Chatway
Chatway adds a Ticket Center, moving from live chat toward a full helpdesk.
See all Assembled alternatives → · See all Hatz AI alternatives →
Recent activity from Assembled and Hatz AI
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoHatz AISubscription Overview, Claude Fable 5.2, Gemini 4 Carbon, Activate Updates
- 2d agoHatz AIMajor Platform Upgrades: Auto Mode, Automations, Browser Control, and Vault ⚡
- 8d agoHatz AIHatz Spaces, AI Gateway, Per-User Usage Reporting, Draw.io File Support ⚡
- 15d agoHatz AIHatz Skills, Google Calendar & Slack Integrations, GPT-6.1 Terra, Reflection Beam
- 22d agoHatz AIDecide Steps in Workflows, Response Feedback in Chats, IT Glue Integration, Password-Protected Artifact Links, Shadow AI Scan Reports & More
- 29d agoHatz AINew Left-Hand Navigation, Claude Haiku 5.5, Gemini 4 Argon, Model Catalog Maintenance, Compact Tool Calls in Chat
- 4mo agoAssembledIntroducing Data Connectors
- 5mo agoAssembledIntroducing the Assembled MCP ⚡
- 6mo agoAssembledIntroducing the Assembled Mobile Agent Experience
- 7mo agoAssembledIntroducing Knowledge Opportunities
- 7mo agoAssembledAssembled + Five9: Agentic WFM for Intelligent CX
- 7mo agoAssembledWhat We Learned Running Voice AI in Support | Assembled
Frequently asked questions
What is the difference between Assembled and Hatz AI?
Both compete on the same themes — ai-agents — within Support. Hatz AI is currently shipping more aggressively (velocity 7.5 vs 2.5), with 2 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Assembled better than Hatz AI?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Hatz AI is currently shipping more aggressively (velocity 7.5 vs 2.5), with 2 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Support products to evaluate alongside.
What are the best alternatives to Assembled?
Top Assembled alternatives in Support are ranked by recent ship velocity. Browse the "Assembled alternatives" section above for the current picks, or visit /alternatives/assembled for the full list with editorial commentary on each.
What are the best alternatives to Hatz AI?
Top Hatz AI alternatives in Support are ranked by recent ship velocity. Browse the "Hatz AI alternatives" section above for the current picks, or visit /alternatives/hatz-ai for the full list with editorial commentary on each.