Fulcrum
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
A side-by-side editorial comparison of ManageEngine M365 Manager Plus and Keboola — release velocity, themes, recent moves, and the top alternatives to consider.
Steady administrative depth for M365, punctuated by a run of serious security fixes.
M365 Manager Plus handles reporting, management, and automation for Microsoft 365 tenants from an on-premises install, shipping numbered builds that share a train with its sibling M365 Security Plus — the two carry overlapping notes at the same build numbers. Recent builds mix genuine administrative additions with security work: shared, guest, and resource mailboxes now count as free across all modules, group memberships can be assigned from template rules, and mailbox management actions became available inside automation policies. Builds 4817 and 4818 fixed a predictable-SSO-ticket CVE, a privilege escalation in delegated technician administration, and remote code execution via PowerShell embedded in CSV input.
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.
M365 Manager Plus handles reporting, management, and automation for Microsoft 365 tenants from an on-premises install, shipping numbered builds that share a train with its sibling M365 Security Plus — the two carry overlapping notes at the same build numbers. Recent builds mix genuine administrative additions with security work: shared, guest, and resource mailboxes now count as free across all modules, group memberships can be assigned from template rules, and mailbox management actions became available inside automation policies. Builds 4817 and 4818 fixed a predictable-SSO-ticket CVE, a privilege escalation in delegated technician administration, and remote code execution via PowerShell embedded in CSV input.
The product's direction is administrative depth rather than new surface — more reports, more attributes exposed to bulk operations, more management tasks reachable from automation policies rather than clicked one at a time. That is the right axis for the buyer, who is a tenant administrator doing the same operation across thousands of objects. Running underneath it is a security-hardening pass that has surfaced three distinct classes of flaw in two builds, all of them in the delegation and integration machinery that lets one console administer a whole estate.
Automation policies have absorbed mailbox tasks and template rules now drive group membership, so the next candidates are the remaining manual bulk operations — license assignment and user lifecycle actions are the ones the reports keep pointing at.
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.
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 ManageEngine M365 Manager Plus or Keboola.
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
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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.
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
See all ManageEngine M365 Manager Plus alternatives → · See all Keboola 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 5.0), with 2 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Keboola is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
Top ManageEngine M365 Manager Plus alternatives in Analytics are ranked by recent ship velocity. Browse the "ManageEngine M365 Manager Plus alternatives" section above for the current picks, or visit /alternatives/manageengine-m365-manager-plus for the full list with editorial commentary on each.
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.