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Comparison · Support
Hatz AI vs Infobip
A side-by-side editorial comparison of Hatz AI and Infobip — release velocity, themes, recent moves, and the top alternatives to consider.
Hatz AI vs Infobip: at a glance
| Feature | Hatz AI | Infobip |
|---|---|---|
| Sector | Support | Support, Comms |
| Velocity score | 6.3 | 0.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | msp, ai-platform, phone-agents, shadow-ai | cpaas, ai-agents, mcp, omnichannel |
| Last editorial update | 1mo ago | 3mo ago |
| Website | — | Visit → |
What is Hatz AI?
Hatz AI launched Activate for MSP AI deployments and made phone agents self-service in back-to-back releases
Hatz AI is shipping at a high rate across three threads: model additions (Claude Fable 5.1, Gemini 3.8 Flash, GLM 5.3, DeepSeek variants), phone agent capabilities (pause/duplicate/reassign/silence controls/live look-ups), and MSP-specific tooling (Hatz Activate for Shadow AI scanning and AI rollouts, Hatz Learn moved in-house, PSA sync improvements). The product is positioning as the AI-as-a-service layer for MSPs managing client AI adoption.
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.
Hatz AI vs Infobip: editorial side-by-side
Hatz AI
6.3SUPPORT
Hatz AI launched Activate for MSP AI deployments and made phone agents self-service in back-to-back releases
◆ Current state
Hatz AI is shipping at a high rate across three threads: model additions (Claude Fable 5.1, Gemini 3.8 Flash, GLM 5.3, DeepSeek variants), phone agent capabilities (pause/duplicate/reassign/silence controls/live look-ups), and MSP-specific tooling (Hatz Activate for Shadow AI scanning and AI rollouts, Hatz Learn moved in-house, PSA sync improvements). The product is positioning as the AI-as-a-service layer for MSPs managing client AI adoption.
◆ Where it's heading
Hatz Activate is the strategic move: a Shadow AI scanning and customer activation workflow built into the admin dashboard turns Hatz from an AI chat platform into a managed AI deployment product for MSPs. Phone agents are becoming a first-class product with their own life cycle — self-service requests, drafts, silence controls, per-minute billing — suggesting Hatz is building toward a full voice AI service layer for MSP clients.
◆ Prediction
Phone agent features will reach parity with the core chat/workflow surface within two or three releases — approval workflows, templates, and call analytics are the remaining gaps — while Activate will get deeper PSA integrations as MSPs begin using it for active client management rather than just prospecting.
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.
Alternatives to Hatz AI and Infobip
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 Hatz AI or Infobip.
Service Fusion
Service Fusion's feed stays on buyer guides, now an HVAC technician tool list.
Tawk.to
tawk.to's widget 4.4.0 turns to keyboard and screen-reader fixes after a run of form work.
Libredesk
Libredesk moves to v2.9.1 candidates with AI reply handling and security audit fixes.
Live Helper Chat
Live Helper Chat 4.97 lets bots read file captions and OCR text and react to uploads.
DoneDone
DoneDone smooths daily work: paste-in checklists and replies that keep their formatting.
See all Hatz AI alternatives → · See all Infobip alternatives →
Recent activity from Hatz AI and Infobip
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoHatz AIHatz Learn Resources, Claude Fable 5.1, GLM 5.3, Gemini 3.8 Flash, Activate Shadow AI and PSA Sync Improvements
- 2mo agoHatz AIHatz AI: Phone agents become self-service for tenants; Hatz Learn moves in-house ⚡
- 2mo agoHatz AIShared Integration Credentials, Gemini 3.7 Flash, DeepSeek V4 Pro 0813, Phone Agent Tools and Approved Callers
- 2mo agoHatz AIAttachment-Only Messages, Tenant Renaming, Invoices Over the API, Phone Agent Drafts and Silence Controls
- 2mo agoHatz AIDeepSeek V4 Flash 0731, Self-Reporting Credit Usage, Phone Agent Pause/Reassign/Duplicate, Artifact Presentation Mode, Auto-Tool Selection Notice
- 2mo agoHatz AIHatz Activate: MSP AI deployment command center with Shadow AI scanning and PSA sync ⚡
- 6mo agoInfobipQ1 2026
- 6mo agoInfobipQ1 2026: AgentOS and MCP servers across channels ⚡
- 7mo agoInfobipQ4 2025
- 7mo agoInfobipQ4 2025: MCP servers, RCS onboarding and CDP schemas
- 7mo agoInfobipQ3 2025
- 7mo agoInfobipQ3 2025: WhatsApp Business Calling and Vocalize
Frequently asked questions
What is the difference between Hatz AI and Infobip?
They serve adjacent needs but don't currently overlap on shipped themes. Hatz AI is currently shipping more aggressively (velocity 6.3 vs 0.0), with 0 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 Hatz AI better than Infobip?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Hatz AI is currently shipping more aggressively (velocity 6.3 vs 0.0), with 0 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 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.
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.