Omni vs Apify
Side-by-side trajectory, velocity, and editorial themes.
Omni is welding an agentic AI layer onto its BI stack, one weekly release at a time
Omni ships a real weekly changelog, and the last month is dominated by AI: visualization annotations reaching general availability, an AI Hub and Modeling Agent skills, AI file uploads, and external AI context via Notion. Underneath, the core BI product keeps maturing — calculation pushdown, compute routing, approximate aggregates, dashboard-editor and embedding controls, and a widening API surface.
Two threads run in parallel: an AI/agentic layer moving from preview to GA with access-grant governance, and steady modeling, performance, and embedding work beneath it. Omni is positioning as an embeddable, AI-native BI platform rather than a static dashboard tool, with governance and APIs treated as first-class.
Expect the AI features that just reached GA — annotations, AI Hub, Modeling Agent — to gain deeper agentic actions and more external-context integrations, alongside continued weekly modeling and embedding improvements.
Apify retools Actors for the agentic web — agent payments and login-gated MCP access.
Apify runs a marketplace of 'Actors' — hosted scrapers and automations — and its recent releases aim squarely at AI agents as the new consumer. Agents can now pay per run in USDC via the x402 protocol with no account, reach login-gated apps through MCP connectors, and discover Actors through SEO-friendly published task pages. In parallel, Apify is tightening Actor permissions as agents run more code on users' behalf.
Apify is repositioning from a developer scraping platform into agent-native infrastructure: making Actors callable, payable, and discoverable by autonomous agents, while adding the permission guardrails that agent-driven execution demands. Security defaults are the necessary counterweight to opening the platform to agents.
Expect more agent-economy plumbing — broader x402/agentic-payment coverage and more MCP-connected apps — alongside continued least-privilege permission tightening as the default execution model becomes agent-initiated.
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