Fulcrum
Fulcrum launches MCP + AI Toolkit in Labs, giving AI assistants the ability to build and query Fulcrum forms directly.
A side-by-side editorial comparison of Keboola and Tinybird — release velocity, themes, recent moves, and the top alternatives to consider.
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Keboola's Kai AI assistant is now generally available for multi-tenant contracted customers, marking the formal transition from experimental feature to production-ready product. The platform is simultaneously navigating Snowflake's forced password authentication deprecation — a platform-level forcing function requiring customer migrations before September 7. Recent work also includes the MCP server gaining unified cross-project authentication, which enables AI coding assistants to act as first-class operators across a full Keboola stack.
Tinybird makes JSON native by default and sets September 15 as Classic sunset for free plans
Tinybird is executing a deliberate migration from Classic to Forward, its newer platform architecture. September 15 marks the Classic sunset for Free and Developer plans — a real deadline. On the Forward side, the JSON data type is now enabled by default for all workspaces with no opt-in required, the Forward CLI gained job retry support, and the platform added persistent quarantine data and workspace usage trends. Deployment performance improved: changing a joined table in a Materialized View no longer triggers a full downstream rebuild.
Keboola's Kai AI assistant is now generally available for multi-tenant contracted customers, marking the formal transition from experimental feature to production-ready product. The platform is simultaneously navigating Snowflake's forced password authentication deprecation — a platform-level forcing function requiring customer migrations before September 7. Recent work also includes the MCP server gaining unified cross-project authentication, which enables AI coding assistants to act as first-class operators across a full Keboola stack.
Keboola is building toward a model where AI agents can autonomously manage the data pipeline lifecycle. The MCP server's unified auth is a signal: the target is a world where a developer's coding assistant can browse, create, and modify Keboola pipelines without a human navigating the UI. Kai GA and the MCP expansion are the same thesis from two directions — AI as interface, not AI as feature. Branched storage expansion to BigQuery and Flows improvements in the background are the operational stability layer those agents will depend on.
Kai gaining the ability to create and modify Flows, and the MCP server expanding its coverage to transformation and workspace management, are the two most visible next moves. The Branched Storage on BigQuery release is a prerequisite for Branches 2.0 approval workflows, which would give Kai a way to propose and commit pipeline changes with human review gates.
Tinybird is executing a deliberate migration from Classic to Forward, its newer platform architecture. September 15 marks the Classic sunset for Free and Developer plans — a real deadline. On the Forward side, the JSON data type is now enabled by default for all workspaces with no opt-in required, the Forward CLI gained job retry support, and the platform added persistent quarantine data and workspace usage trends. Deployment performance improved: changing a joined table in a Materialized View no longer triggers a full downstream rebuild.
The Classic→Forward migration is the overriding strategic thread. Every release either adds Forward capabilities or removes Classic parity gaps. The Forward CLI is maturing into the primary developer interface: job retries, live deployment progress tracking, conditional TTLs, and updated agent skills all landed in recent weeks. Separately, Query API timeout tiering by paid plan and TypeScript SDK improvements point toward a product API push — making Tinybird more accessible to front-end developers embedding analytics directly into products.
The September 15 Classic sunset for free/developer plans will likely trigger a follow-on announcement targeting the Enterprise tier migration. Beyond that, the TypeScript SDK and Query API timeout work suggest Tinybird is positioning for a developer-first API product push, possibly with a richer client SDK story.
Other Analytics 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 Keboola or Tinybird.
Fulcrum launches MCP + AI Toolkit in Labs, giving AI assistants the ability to build and query Fulcrum forms directly.
Holistics is weaving AI governance and proactive alerting into its analytics semantic layer.
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
Lightdash ships AI-generated custom chart types — describe what you want, get a reusable chart type for your whole project.
OpenCTI ships FIPS-validated base images and a new vulnerability data model, targeting enterprise and government deployments.
Clicky ships meaningful bot-blocking improvements but ships infrequently—four entries over five months with no new analytical features.
See all Keboola alternatives → · See all Tinybird alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Keboola is currently shipping more aggressively (velocity 7.5 vs 6.3), with 2 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Keboola is currently shipping more aggressively (velocity 7.5 vs 6.3), with 2 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
Top Keboola alternatives in Analytics are ranked by recent ship velocity. Browse the "Keboola alternatives" section above for the current picks, or visit /alternatives/keboola for the full list with editorial commentary on each.
Top Tinybird alternatives in Analytics are ranked by recent ship velocity. Browse the "Tinybird alternatives" section above for the current picks, or visit /alternatives/tinybird for the full list with editorial commentary on each.