dbt Core
dbt 2.0 ships stable with an official OSS/proprietary split and agentic skill loading
A side-by-side editorial comparison of Count and Fulcrum — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Count | Fulcrum |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 6.3 |
| Sparks · 30d | 0 | 1 |
| Top themes | agentic-analytics, mcp, public-api, warehouse-connectors | field-data, mobile, gis, ai-toolkit |
| Last editorial update | 3mo ago | 4h ago |
| Website | Visit → | — |
Count is turning its BI canvas into a governed, agent-operated analytics platform.
Count is a data-canvas analytics tool reorganizing itself around an AI agent. In two months it shipped a full public REST API and hosted MCP server (governed agent access via OAuth and service accounts), a major agent upgrade that lets the agent read and edit the entire canvas and answer from Slack, and the ability to plug external MCP servers (Linear, HubSpot, Stripe, Slack, Drive) into the agent. Around the agent it keeps broadening warehouse support—ClickHouse, Snowflake semantic models, OSI—alongside chart and UX polish.
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
Fulcrum is running two parallel tracks: foundational mobile stability (GPS accuracy, offline PDF, Photo FastFill across iOS and Android) and a new AI integration layer via MCP. The mobile side is a steady improvement cadence; the MCP launch is the first genuinely new capability surface the product has added in this window. Photo FastFill (AI-assisted data extraction from photos) continues to mature through early access.
Count is a data-canvas analytics tool reorganizing itself around an AI agent. In two months it shipped a full public REST API and hosted MCP server (governed agent access via OAuth and service accounts), a major agent upgrade that lets the agent read and edit the entire canvas and answer from Slack, and the ability to plug external MCP servers (Linear, HubSpot, Stripe, Slack, Drive) into the agent. Around the agent it keeps broadening warehouse support—ClickHouse, Snowflake semantic models, OSI—alongside chart and UX polish.
Count is building toward analytics where agents are first-class operators: a governed API/MCP layer for access, an agent that drives the canvas end to end, external tool reach via MCP, and connection-level context so guidance is captured once and inherited. Governance—permissions, scopes, service accounts—is the enabling layer that makes agent access acceptable in real data stacks rather than a bolt-on.
Expect more connection- and warehouse-level context controls, a widening catalog of supported external MCP integrations, and deeper Slack-native agent workflows.
Fulcrum is running two parallel tracks: foundational mobile stability (GPS accuracy, offline PDF, Photo FastFill across iOS and Android) and a new AI integration layer via MCP. The mobile side is a steady improvement cadence; the MCP launch is the first genuinely new capability surface the product has added in this window. Photo FastFill (AI-assisted data extraction from photos) continues to mature through early access.
The MCP + AI Toolkit launch signals that Fulcrum sees AI-assisted configuration as a primary growth vector — letting field operations teams describe a form in plain language and have an AI build it correctly. Photo FastFill and offline PDF generation via App Extensions are part of the same arc: AI-augmented data capture for field workers who may not be technically proficient. The product is incrementally offloading form-building complexity to AI.
Fulcrum will extend the MCP toolset toward reading and writing records directly, not just building forms and schema. Photo FastFill will likely exit early access with more field types supported as the extraction model improves.
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 Count or Fulcrum.
dbt 2.0 ships stable with an official OSS/proprietary split and agentic skill loading
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
See all Count alternatives → · See all Fulcrum alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — mcp — within Analytics. Count and Fulcrum are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). 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. Count and Fulcrum are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
Top Count alternatives in Analytics are ranked by recent ship velocity. Browse the "Count alternatives" section above for the current picks, or visit /alternatives/count for the full list with editorial commentary on each.
Top Fulcrum alternatives in Analytics are ranked by recent ship velocity. Browse the "Fulcrum alternatives" section above for the current picks, or visit /alternatives/fulcrum for the full list with editorial commentary on each.