Documentation changelog

This page highlights the main changes in DoiT Cloud Intelligence documentation. For API updates, refer to the Developer Hub changelog; for the latest feature releases, see the Product changelog.

July 2026

• Anomaly detection: Repositioned service-level anomaly detection as a first-class monitor that consolidates cross-project and cross-SKU spikes. Added Anthropic Analytics to supported cost anomaly detection integrations. Redesigned the anomaly details page with new anomaly header, key metrics, AI analysis, and real-time data sections.

• Attribute: Added documentation for Attribute — automated cloud and SaaS cost attribution with eBPF-based telemetry, cloud provider integrations, and third-party service connections.

• Ava: Added thinking timeline showing step-by-step progress while Ava processes questions. Updated rate limits so CloudFlow requests count toward the per-user quota. Ava can now surface cloud service quotas nearing their limits for Google Cloud and AWS.

• Budgets: Added a Budget Suggestions widget on the Home page, showing AI-generated budget candidates with recommended scope, amount, and period. Updated budget scope to support multiple dimension filters combined with AND logic.

• Cloud Analytics: Added series totals panel to report chart interactions. Added report templates, labels, and annotations pages.

• Cloud Diagrams: Added Overview layer documentation. Layers are grouped by infrastructure into categories (Database, Kubernetes, Storage, VPC) with resource counts, cost data, alerts, and quick actions.

• CloudFlow: Documented variable management constraints. Variables cannot be edited or deleted while a flow is published, referenced variables cannot be deleted, and a variable's type cannot be changed while referenced by any node.

• Commitment Manager: Added audit events for commitment operations (create, edit, recalculate) and commitment adjustment changes (added, modified, removed).

• Composer: Added a 1,000-character validation limit to the snooze reason input in the resource Snooze dialog. Documented scan timing and manual scan guidance for account coverage. Documented supported resource types for the Extended Support cost function in the recipe builder. Updated resource details to note that the Cost tab is unavailable for Azure AKS cluster resources.

• Expert Inquiries: Redesigned the Expert Inquiries list page with subject detail line and updated platform filtering. Added support for attaching multiple accounts or projects to a single inquiry.

• Fastly: Corrected Fastly reporting dimensions and system labels.

• GenAI Intelligence: Updated GenAI data to include Cursor user names for team members. Added Kiro (Amazon AI coding agent) as a supported GenAI provider for AWS customers.

• Google Cloud: Added instructions to remove a Google Cloud feature via the Google Cloud console.

• Insights: Added a financial metrics reference page covering Potential cost savings, Cost avoidance, Freed commitments, and Avoidable commitments. Added sorting for Cost avoidance and commitment columns in Insights view and Insight details. Added a Highlights tab to the Insights dashboard, surfacing most affected resources and recently detected active insights. Updated Insights view default table sorting by insights category. Added RDS DB instance reserved instances to supported automated insights from AWS Cost Optimization Hub.

• Kubernetes: Added support for multiple metrics in Kubernetes utilization reports — select up to four extended metrics simultaneously to compare CPU, memory, and GPU utilization side by side.

• PerfectScale for Commitments: Added Accounts settings page for configuring cloud providers, commitment types, and payer accounts. Updated the recommendations page with calculation details for savings metrics, the commitment ladder approach, and the Recommended Commitment and Eligible Usage chart.

• Users and access: Free email domains can now be invited when a per-customer setting is enabled.

June 2026

• Amazon Web Services: Added support for CloudFormation StackSets and Terraform when linking AWS accounts. Added CUR 2.0 upgrade instructions.

• Anomaly detection: Added Amazon CloudWatch to services with monthly billing spikes. Clarified SKU-level and service-level anomaly evaluation frequency. Updated AWS real-time anomaly setup with least-privilege S3 bucket guidance.

• Ava: Added scheduled tasks, pinned conversations, and Ava rate limits. Added support information for Ava interactions with Cloud Diagrams.

• Cloud Analytics: Added report display settings, compact mode, and search in tabular reports. Clarified Exclude partial intervals behavior.

• Cloud Diagrams: Added Azure diagram support. Updated diagram creation guidance for provider filtering in the wizard, AWS ARN resource properties, and Ava-powered filtering and cost overlay actions.

• CloudFlow: Added guidance to stop a running flow, updated run history for stopped runs, documented automatic local-variable value saving, and Google Cloud response field filtering.

• Composer: Updated recipe builder for cost functions and remediation detail.

• Dashboards: Added dashboard carousel widgets, report widget legends, and full screen mode. Clarified My dashboards grouping.

• GenAI Intelligence: Added Cursor support in GenAI Intelligence. Added Anthropic connection-type guidance.

• Insights: Updated Insight details.

• Integrations: Added a management option Analyze action for healthy integrations in the Others category.

• Kubernetes: Updated Kubernetes documentation to distinguish Kubernetes Intelligence, EKS Intelligence, and GKE Intelligence. Updated Kubernetes core and self-managed cluster connection instructions.

• MCP Server: Updated MCP Server connection types.

• Users and access: Updated the instructions to Create a new user, account assumption prerequisites, and related roles and permissions.

May 2026

• Alerts: Clarified the Last period actual cost indicator when creating or editing cost alerts.

• Anomaly detection: Updated anomaly notification resend conditions and clarified the metadata shown when you acknowledge or edit acknowledged anomalies.

• Ava: Added support to investigate Cloud Analytics report and dashboard chart data with Ava.

• Azure: Updated Azure standalone account connection guidance with billing update timing, historical data backfill, expired client-secret troubleshooting, and export setup details.

• BigQuery Intelligence: Clarified that BigQuery Intelligence reports run in your Google Cloud billing project, can consume BigQuery resources, and may need narrower filters or additional slots for large audit-log datasets. See Set up BigQuery Intelligence.

• Cloud Analytics: Added support for Cloud Analytics copilot report generation, shared folder organization across reports, metrics, and allocations, and the GCP Cost at List Price and GCP On Demand Cost extended metrics. Clarified scheduled report email attachments and invoice breakdown report behavior.

• Cloud Diagrams: Added guidance for VPC Service Controls issues during Google Cloud diagram creation.

• CloudFlow: Added documentation for workspaces, the updated AWS and GCP connection wizard, HTTP node pagination, timestamp parameters with custom relative dates, and Google Cloud Storage object-data limits in GCP and CLI nodes.

• Composer: Updated Composer resource details documentation.

• GenAI Intelligence: Updated GenAI data documentation with an Amazon Bedrock cost-by-user reporting example.

• Insights: Updated Insights documentation for unified proprietary and third-party insights, security insights, remediation details, dashboard tabs, historical charts, and Composer resource insight views.

• Integrations: Added the Anthropic Analytics API integration, a centralized data latency reference, and clarified Cursor data refresh and usage mapping.

• Kubernetes: Clarified Kubernetes Intelligence agent connectivity, PerfectScale endpoint requirements, licensing, existing PerfectScale cluster mapping, and GKE cost tracking.

• MCP Server: Updated the MCP Server tool list, troubleshooting guidance, required permissions, local connection recommendations, and connection instructions for VS Code and GitHub Copilot.

• Navigation: Added Keyboard shortcuts.

• PerfectScale for Commitments: Published PerfectScale for Commitments documentation.

• Users and access: Added multi-factor authentication, password reset, default organization, and View as another user guidance.

April 2026

• Anomaly detection: Added support for cost anomaly detection for ClickHouse Cloud, Cloudflare, Cursor, Elastic Cloud, GitHub, Grafana Cloud, and Vercel. Added Maps Static API to the list of Services with cost spikes at the beginning of the month. Added instructions to create report annotations from anomaly details, open Cloud Diagrams from anomaly details, and use AI analysis with preselected context.

• Ava: Added support to use Ava in Slack, share Ava conversations by email, and explore Cloud Analytics charts with Ava.

• Azure: Clarified Azure billing update timing.

• Budgets: Added support to compare budget spend with a previous period when viewing budget progress.

• Cloud Analytics: Added Invoice month dimension for GCP billing. Added quick label filters. Clarified report rounding.

• Cloud Diagrams: Updated the Cloud Diagrams dashboard with favorites, last sync status, cost trending, and signal enhancements. Updated AWS diagram creation for the new account onboarding flow.

• CloudFlow: Added support for budget threshold event triggers, alert event triggers, event payload filters, node deep links, node menu actions, CLI node connection variables, $variables in Code and CLI nodes, and the not every in filter operator. Clarified output schema, test node pagination, AWS node waiters, and LLM node Suggest schema behavior.

• Cloud Intelligence CLI: Updated CLI documentation to use the dci base command.

• Commitment Manager: Clarified how to include specific SKUs when a service is excluded.

• Composer: Added Composer dashboard and Recipe builder documentation. Clarified how Composer is enabled for AWS, Azure, and Google Cloud.

• Google Cloud: Clarified Google Cloud billing account name defaults.

• Integrations: Added a centralized Integrations catalog. Updated Slack integration and shared Slack channel instructions. Updated Microsoft Teams integration requirements for private and shared channels. Added support to create Linear threads from CloudFlow. Updated Coralogix regional domains, Fastly token billing-access requirements, and New Relic region limits.

• Kubernetes: Clarified Kubernetes Intelligence agent pricing, telemetry, private cluster support, and PerfectScale account requirements. Updated EKS namespace attribution guidance.

• MCP Server: Updated MCP Server authorization, tools, workflow, and troubleshooting guidance. Removed the Customer ID step from the remote connector setup.

• Security and compliance: Updated Audit Logs with the Event name column, event ID information, default sorting, and filter options.

• Users and access: Clarified pre-built roles in Manage roles and admin sign-in behavior in Authentication settings.

March 2026

• Amazon Web Services: Updated AWS support billing with the new AWS support plans. Added support for AWS cost allocation tag map-migrated.

• Anomaly detection: Added support to resend notifications for active anomalies. Updated allocations in anomaly notifications. Clarified the requirements for AWS real-time anomaly SNS setup.

• App integrations: Added support for Linear integration. Clarified the required permissions to Set up Jira integration.

• Ava: Added instructions to share conversations. Clarified AI report creation availability.

• BigQuery Intelligence: Added explanation about the Costs update process.

• Billing and invoicing: Clarified the invoice handling when your AWS distributor is Ingram Micro.

• Cloud Analytics: Added support to preview a report using a sample of your data, export reports from dashboards and Ava, and forecast with custom dates. Clarified the usage of report default view and report subscription permissions. Removed the limit on custom metrics in multi-metric reports.

• Cloud Diagrams: Updated supported services, GCP onboarding flow, and costs tab and anomaly views. Added a FinOps signals column to the Cloud Diagrams dashboard.

• CloudFlow: Added support for Subflows, Folders, and cost anomaly event triggers. Added instructions to Query external BigQuery datasets in an SQL node and Delete a branch node. Updated configuration options for variables. Updated waiter configurations in AWS nodes and Google Cloud nodes.

  Added support for the following nodes:

  • AI Flow Builder: Creates or updates flows using natural language.

  • CLI node: Runs custom CLI commands as a step in your flow.

  • DoiT node: Runs DoiT Cloud Intelligence actions directly from your flow.

  • Test node: Tests data from individual nodes before publishing the whole flow.

• Composer: Added onboarding instructions of the new Composer feature.

• Insights: Added support for Insights API. Updated the required permissions for AWS Trusted Advisor insights.

• Kubernetes: Updated instructions to Connect self-managed clusters.

• Security and compliance: Added support for Audit Logs. Published Open source licenses for attribution notices for third-party open source software included in DoiT products and services.

• Third-party platforms: Clarified the requirements to connect Databricks. Added information about Datadog rate limits.

February 2026

• Anomaly detection: Updated the list of services that are assessed differently due to Spikes at the beginning of the month.

• Ava: Now you can ask Ava to define custom labels for DoiT Cloud Intelligence features, generate Cloud Analytics reports, or interact with your dashboards. See Ava Capabilities.

• Amazon Web Services: Clarified the Cross-account AWS IAM role when linking AWS accounts to DoiT Cloud Intelligence. Added support for cost allocation tags: karpenter.sh/nodeclaim, karpenter.sh/nodepool, karpenter.k8s.aws/c2nodeclass, and aws:lambda:capacity-provider.

• Billing & invoicing: Clarified the impact of Google Cloud promotional credits on invoices.

• Cloud Analytics: Now you can add a custom metric when creating a Multi-metric report.

• Cloud Diagrams: Added support for the Security layer that helps you visualize security insights and elements across your environment.

• CloudFlow: Updated Billing data schema for CloudFlow SQL nodes; added support for DataHub. Added support for new node types: Sleep node, [Sub flow node](/operate/cloudflow/subflows /subflow.mdx). Added support for the Truncate action in Date/time Transform nodes; added support for <button> and <link> tags in Notification nodes; added more actions in Transform nodes. HTTP nodes now automatically parse YAML and CSV.

• Commitment Manager: Added support for Microsoft Azure Consumption Commitment (MACC).

• Insights: Clarified the requirement for Google Cloud Recommender BigQuery export.

January 2026

• Ava: Now you can ask questions about Commitment Manager, or let Ava create budgets. See Ava Capabilities.

• Anomaly detection: Clarified the two organizational hierarchy properties on an anomaly's details page.

• Billing & invoicing: Added Distributor discount to the list of general AWS billing items. Added explanation of the invoice line item Correction.

• Cloud Analytics:

  • Added support for multiple metrics, secondary time range, and the ability to mark reports as favorites. Updated the options to add an annotation and manage annotations display.

  • Added a new standard dimension Credit type and an example report to check auto-forwarded GCP promotional credits.

  • Added dimensions for the new GCP CUD model.

• Cloud Diagrams: Added support for viewing cost anomalies on Cloud Diagrams.

• CloudFlow: Added support for <image> tag in notification nodes.

• Flexsave for Compute: Added an extra action shield:GetSubscriptionState to the AWS SCP example.

• Insights: Added support for Azure Advisor insights.

• Third-party platforms: Clarified the time range for backfilling historical data, including Databricks, Datadog, Anthropic, OpenAI, MongoDB, and Snowflake.

• Vulnerability Reward Program: Added PerfectScale domains *.perfectscale.io to the scope.

December 2025

• Access DoiT console: Clarified the process of new user access.

• Anomaly detection: Added real-time anomaly detection for BigQuery reservation workloads. Clarified the requirements regarding S3 event notification and S3 access for AWS real-time anomaly detection.

• Ava: Added support for alerts and allocations. Added instructions to grant Ava access to Google Cloud projects and to Invite new users.

• Cloud Diagrams: Added support to investigate a specific subset of your diagram for troubleshooting and auditing. Added support to use filters. Added support to view history and anomalies when viewing summary of a diagram.

• Cloud Intelligence Command Line Interface (CLI): Published documentation for Cloud Intelligence CLI.

• CloudFlow: Clarified the configuration of notification nodes. Updated the Billing data schema of CloudFlow SQL nodes. Updated the configuration of policy nodes. Updated the Custom schedule options of trigger nodes.

• GenAI Intelligence: Clarified the limitation on OpenAI audio input tokens.

• MCP Server: Added instructions to connect ChatGPT.

• Reports: Added support for hourly granularity of Report annotations. Clarified the refresh mechanism of report widgets on dashboards.

• Subprocessors: Added Ingram Micro, Inc. to the list of our Third-Party Subprocessors.

November 2025

• Anomaly detection: Added real-time anomaly detection for BigQuery on-demand workloads. Added instructions to identify administration projects for BigQuery reservations. Added information about anomaly sensitivity and anomaly sensitivity settings. Clarified the usage of scope in anomaly notifications.

• BigQuery Intelligence: Clarified Table type limitations.

• Cloud Diagrams: Added Google Cloud Filestore and Google Cloud Pub/Sub to the list of Supported services.

• CloudFlow: Added support for the SQL node and the billing data schema. Clarified the instructions to set up an AWS connection or a GCP connection using Terraform. Added support for transforming multiple date/time fields simultaneously. Added support for the Do not repeat frequency option in the Custom schedule. Renamed Blueprints to Templates. Renamed the Condition node to Branch node.

• Consulting and support: Clarified expert inquiries and escalation options for customers with a Cloud Intelligence Essentials plan. Updated Support access to Google Cloud to include Ava access; added Ava view-only permissions.

• DataHub: Updated Syntax and conventions to clarify the usage_date RFC 3339 timestamp and primary use case of fixed dimensions.

• DoiT Cloud Intelligence: Added the Enhanced/Enterprise plan requirement for standalone accounts.

• EKS Intelligence: Clarified the usage of the labels [Label N/A] and UNREQUESTED_COSTS.

• GenAI: Added Microsoft Azure as a supported GenAI provider. Updated GenAI labels.

• Insights: Updated Insights coverage; added the option to Chat with Ava.

• Kubernetes Intelligence: Added instructions to connect self-managed clusters and enable cost tracking for self-managed clusters hosted on AWS EC2. Added EKS Intelligence Agent migration steps.

• MCP Server: Added instructions to connect Gemini CLI.

• Policies: Added an example Rego policy.

• Reports: Added reports best practices.

• Third-party platforms: Updated Snowflake integration instructions for the new key-pair authentication method. Clarified MongoDB terminology.

October 2025

• Ava: Added the options to copy and export Ava's response.

• Cloud Diagrams: Now you can visualize your Google Cloud infrastructure in the DoiT console.

• CloudFlow: Added support for Connections to help you securely manage how CloudFlow accesses your cloud resources. Added support for Large Language Model (LLM) node.

• Commitment manager: Added support for commitment subscriptions and commitment dashboard widget.

• Consulting and support: Added information about DoiT's AWS Forwarder Notification service.

• Datadog: Added subscription and commitment details.

• Generative AI models: Added support for Google Cloud Vertex AI, Databricks, and Amazon Bedrock. See GenAI Intelligence.

• Insights: Updated the available insights with different Cloud Intelligence plans. Published a dedicated Security insights page. Updated AWS Security Hub insights setup.

• Kubernetes Intelligence: Improved the onboarding clusters instructions.

• Policies: Now you can create policies and use them in CloudFlow to verify compliance on a specific type of resource (for example, a virtual machine or a storage bucket).

• Third-party platforms: Added Wiz integration.

• Users and access: Added DoiT password policy. Clarified the Billing Profile Admin permission.

September 2025

• AWS: Added new user-defined AWS cost allocation tags app.kubernetes.io/instance, app.kubernetes.io/managed-by, and app.kubernetes.io/name.

• Azure: Added Azure offboarding instructions.

• Billing: Added the option to store AWS support billing on invoices as a separate item.

• Cloud Diagrams: Added support to view cloud infrastructure costs on Cloud Diagrams.

• Cloud Intelligence: Added the option to purchase Cloud Intelligence via Google Cloud Marketplace. Added a dedicated DoiT Cloud Intelligence billing page.

• CloudFlow: Clarified the auto termination of an overrunning CloudFlow.

• Commitment Manager: Clarified the differences between Commitment Manager and Reports. Clarified the definition of eligible AWS Marketplace spend.

• Dashboard: Added support for Dashboard time range and filters. Added a dedicated Organization dashboards page.

• Insights: Clarified the difference between the insights provided by Google Cloud Recommender and Google Cloud Recommender BigQuery export.

• Kubernetes: Added a new DoiT Kubernetes solution: Kubernetes Intelligence.

• MCP Server: Added instructions to connect to the DoiT MCP server using Cursor.

• Metrics: Added the option to specify the decimal places when creating a custom metric.

• Profile: Added the option to specify the display language in the DoiT console.

• Reports: Added the option to show a linear trendline in reports.

• Third-party integrations: Added support for Generative AI models.