Twilio vs Hiver
Side-by-side trajectory, velocity, and editorial themes.
Twilio reframes itself as the conversation layer for AI agents, not just a messaging API.
Twilio just shipped a coordinated batch of GA launches anchored on a new Conversations layer: Agent Connect SDK, Conversation Memory, Conversation Intelligence, Enterprise Knowledge, and Conversation Relay Insights all moved to GA on the same day. Alongside that, Apple Messages for Business is in private beta and a Bulk Messaging API is in public beta. The platform's center of gravity has clearly shifted from raw channel APIs to an AI-agent orchestration stack sitting on top of them.
Twilio is repositioning the company as the runtime where customer-facing AI agents live — owning memory, intelligence, channel reach, and observability, not just message delivery. The packaging is deliberate: each piece is shippable alone, but together they form an opinionated stack that competes head-on with Salesforce/Genesys agent platforms and with developer-first stacks like LiveKit. Expect Twilio to push hard on lock-in through Conversation Orchestrator as the binding layer.
Next likely moves: GA for Apple Messages for Business, and an expansion of the Agent Connect SDK toward third-party LLM and tool integrations to position it as the de-facto agent runtime on top of Twilio's channels. A Bulk Messaging GA and pricing for the AI features should follow within one to two quarters.
Hiver pivots from Gmail-only to AI-grounded omnichannel.
The recent feed shows two parallel pushes: an AI knowledge layer (Google Drive, Confluence, and Google Sheets becoming Ask-AI-queryable sources) and a channel-expansion push (Slack as a managed customer-service channel inside Hiver Omni, plus omnichannel search and automation primitives that work across email/chat/Slack). Automation gets meaningful new building blocks too — API calls as actions, new triggers and conditions.
Hiver is repositioning from 'shared inboxes inside Gmail' to 'AI-grounded omnichannel customer service platform.' The Slack-as-channel and API-call automation moves directly compete with Front, Help Scout, and the lightweight tier of Zendesk. The AI knowledge-source work is laying the grounding layer that turns Hiver AI from a reply-suggester into something closer to a tier-1 agent.
Expect a Microsoft Teams channel addition, more knowledge-source connectors (Notion, SharePoint, Salesforce KB), and a packaged 'AI Agent' tier that bundles Ask AI + grounded sources + automation actions into something that resolves tickets autonomously. Pricing for AI usage is the next question — flat seats won't survive heavy Ask-AI workloads on customer data.
See more alternatives to Twilio →
See more alternatives to Hiver →