Kindo × Deloitte — Weekly Update

Portfolio Status Overview
Week of April 28, 2026  |  Data as of April 27, 2026

✅ 1. Completed This Week

4 items
Sandbox Stability
ItemTypeCompleted
Sandbox cleanup root cause identified
Deep debugging session identified root cause of sandbox volume cleanup failures. Fix now in testing.
Bug Fix Apr 21
Canvas Production Readiness
ItemTypeCompleted
Canvas dashboard drill-down navigation
Canvas dashboards now support URL parameters for drill-down navigation and contextual filtering across views
Feature Apr 24
Platform & Workflow Enhancements
ItemTypeCompleted
Platform upgrade to v3.16
Deloitte AEF instance upgraded to latest platform version with stability and performance improvements
Feature Apr 22
Workflow action step data access fix
Resolved issue where API action steps in workflows could not access outputs from previous steps
Bug Fix Apr 22

🔧 2. Actively In Progress

11 items
Sandbox Stability
ItemTypePriorityStatus
Sandbox cleanup fix deployment
Race condition fix for sandbox volume cleanup is in final testing. Expected in the next release.
Bug Fix High In Testing
Platform & Workflow Enhancements
ItemTypePriorityStatus
Agent run completion UI update
Agent runs complete on the backend but the front-end requires manual page refreshes to display results. Fix in review. Requested: Apr 23
Bug Fix High In Review
SAP test system connectivity
Establishing SAP connectivity with Deloitte test systems to validate integration end-to-end. Requested: Feb 26
Feature High In Progress
Efficient SMK Install
ItemTypePriorityStatus
SMK deployment preflight package
Deployment automation package with preflight validation checks ready for delivery to Deloitte for testing.
Feature High Delivering
Integrations
ItemTypePriorityStatus
ThreatConnect integration reliability
~80% of tool calls are failing due to parameter configuration issues. Engineering is actively investigating the root cause. Requested: Apr 23
Bug Fix Urgent Investigating
Jira Data Center trigger configuration
Custom Jira Data Center triggers are not initiating agents on the AEF instance. Multiple configurations attempted. Requested: Apr 23
Bug Fix High In Review
SAP connectivity — JCo/RFC authentication overhaul
Reworking SAP authentication to support hostname-based connectivity with certificate-based auth for Deloitte's environment. Requested: Mar 30
Feature High Blocked
SailPoint ISC expanded tool coverage
Expanding SailPoint integration to support application deployment and certification launch workflows. Requested: Mar 10
Feature High In Progress
Microsoft Exchange / Outlook integration
Priority integration for Deloitte email workflows via Exchange / Office 365. Confirming scope and access requirements. Requested: Apr 13
Feature High Confirming
Workday Financial Management integration
Building Workday Financial Management integration. Account access being gathered from Deloitte team. Requested: Mar 12
Feature High Account Gathering
Oracle integration development
Oracle integration under active development to support Deloitte's Oracle workflows. Requested: Sep 2025
Feature High In Progress

📋 3. Backlog

Sorted by priority
Sandbox Stability
ItemTypePriorityRequested
Sandbox volume limits on AEF instance
Sandbox persistent volumes not releasing properly, exhausting cluster volume limits.
Bug Fix Urgent Apr 2
Agent Builder Multi-Connection & Auth
ItemTypePriorityRequested
Multiple active MCP connections
Allow multiple tool connections to be set as active simultaneously in Command Center (e.g., multiple SAP servers).
Feature High Apr 16
SMK Docs Refresh
ItemTypePriorityRequested
SMK documentation package
Pre-installation checklist, BYOK ingress guide, kickstart questionnaire, and post-deployment readiness checklist for SMK customers.
Feature High Mar 27
Efficient SMK Install
ItemTypePriorityRequested
Privacy notice for whitelabelled deployments
Configurable disclaimer/notice display for SMK instances.
Feature High Mar 9
Platform & Workflow Enhancements
ItemTypePriorityRequested
Customer-facing priority tracking dashboard
Centralized dashboard providing cross-team visibility into what is being tracked and helping coordinate across workstreams.
Feature High Apr 23
Agent run UI — resizable windows
Resizable chat actions, text input, and output windows for better readability during long agent runs.
Feature Medium Apr 23
Asset visibility in tool call results
Show which user ID and asset was used during tool calls for audit and debugging purposes.
Feature Medium Apr 23
Integrations
ItemTypePriorityRequested
Integration routing — multi-instance selection
Enable agents to specify which integration instance to use when multiple of the same type are configured.
Feature Urgent Sep 2025
General SQL Database connectivity
Enable agents to access user-defined database credentials from the secrets vault for PostgreSQL, MySQL, and MSSQL queries.
Feature High Apr 24
Checkpoint ISC write operations
Check Point ISC write operations support. Requested and being tracked for prioritization.
Feature High Apr 23
SailPoint write operations (IAC)
SailPoint integration currently limited to read operations. Write operations needed for application object creation.
Bug Fix High Mar 2025
Okta integration — write/create operations
Add user provisioning, group management, and application assignment capabilities to the Okta integration.
Feature High Mar 18
Conversation compaction for long sessions
Support for continuous conversations that exceed context window limits without losing history.
Feature High Mar 2
MITRE ATT&CK framework integration
Native tool integration for technique lookup, tactic browsing, and mitigation mapping.
Feature Medium Mar 18
Dashboard sharing for authorized recipients
Enable sharing Canvas dashboards with specific authorized users.
Feature Medium Mar 5
Agents API — streaming support
Add real-time streaming support for step-by-step agent results via the API.
Feature Medium Mar 19

📌 4. Not Yet Prioritized

Items awaiting prioritization
ItemTypeRequested
Interactive web page functionality for Canvas
Enable interactive web page UI elements within Canvas dashboards for the Cyber workstream
FeatureMar 3
Structured JSON output for agent responses
JSON schema enforcement for consistent, structured agent output formats
FeatureJan 9
Agent import between Kindo installations
Ability to export and import agent configurations between different Kindo instances
FeatureJan 9
Public API — invoke agent by ID
Enable external systems to invoke preconfigured agents through the public API
FeatureMar 12
48-hour session timeout
Extend session timeout from current limit to 48 hours for long-running workflows
FeatureAug 2025
Canvas editor — filters and multi-page navigation
Improved Canvas editor with filtering and multi-page navigation without requiring JSON editing
FeatureMar 9
Collaborative alert triage workflow
Multi-user alert triage workflow support for security operations
FeatureMar 9
Container log forwarding to CloudWatch
Documentation and support for forwarding container logs to CloudWatch for non-turnkey SMK deployments
FeatureMar 23
Grafana dashboard for platform monitoring
Share Grafana platform overview dashboard JSON and document telemetry metrics for SMK customers
FeatureMar 23
Workflow filter by creator
Add ability to filter the workflow list by who created each workflow
FeatureMar 17
Markdown formatting in dashboards
Line breaks and markdown formatting not rendering correctly in dashboard content areas
Bug FixFeb 11
Multi-organization isolation for SMK
Support for creating multiple isolated organizations within a single SMK deployment
FeatureMar 23