Spiceworks
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Comparison · Support
Infobip vs Hatz AI
A side-by-side editorial comparison of Infobip and Hatz AI — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:ai-agents
Infobip vs Hatz AI: at a glance
| Feature | Infobip | Hatz AI |
|---|---|---|
| Sector | Support, Comms | Support |
| Velocity score | 0.0 | 7.5 |
| Sparks · 30d | 0 | 2 |
| Top themes | cpaas, ai-agents, mcp, omnichannel | msp, ai-agents, automation, governance |
| Last editorial update | 3mo ago | 1d ago |
| Website | Visit → | — |
What is Infobip?
A CPaaS rebuilding around AI agents that act, not just channels that deliver
Infobip publishes quarterly roll-ups, and the feed stores each quarter twice — once as a bare label, once as the summary paragraph. Across Q3 2025 to Q1 2026 the through-line is consistent: AgentOS unifying the communication stack, AI agents that take action rather than reply, MCP servers connecting models to real channels, and AI voice work under Vocalize, against continued WhatsApp, RCS and CDP investment.
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.
Infobip vs Hatz AI: editorial side-by-side
Infobip
0.0SUPPORTCOMMS
A CPaaS rebuilding around AI agents that act, not just channels that deliver
◆ Current state
Infobip publishes quarterly roll-ups, and the feed stores each quarter twice — once as a bare label, once as the summary paragraph. Across Q3 2025 to Q1 2026 the through-line is consistent: AgentOS unifying the communication stack, AI agents that take action rather than reply, MCP servers connecting models to real channels, and AI voice work under Vocalize, against continued WhatsApp, RCS and CDP investment.
◆ Where it's heading
The company is repositioning from delivering messages to running autonomous customer interactions on top of them. Channels are becoming the substrate; the product being sold is the agent layer above. MCP servers matter most here — they make Infobip's channel reach callable by models a customer already runs, rather than requiring Infobip's own agent builder.
◆ Prediction
Expect the next quarterly to lead with AgentOS depth — orchestration, handoff and measurement across agents — since the channel and MCP groundwork it needs has now shipped over three consecutive quarters.
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 Infobip 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 Infobip 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 Infobip alternatives → · See all Hatz AI alternatives →
Recent activity from Infobip 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
- 6mo agoInfobipQ1 2026
- 7mo agoInfobipQ1 2026: AgentOS and MCP servers across channels ⚡
- 7mo agoInfobipQ4 2025
- 7mo agoInfobipQ4 2025: MCP servers, RCS onboarding and CDP schemas
- 8mo agoInfobipQ3 2025
- 8mo agoInfobipQ3 2025: WhatsApp Business Calling and Vocalize
Frequently asked questions
What is the difference between Infobip and Hatz AI?
Both compete on the same themes — ai-agents — within Support. Hatz AI is currently shipping more aggressively (velocity 7.5 vs 0.0), 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 Infobip 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 0.0), 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 Infobip?
Top Infobip alternatives in Support are ranked by recent ship velocity. Browse the "Infobip alternatives" section above for the current picks, or visit /alternatives/infobip 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.