Capability scope · Updated Aug 3, 2026

Capabilities under research.

The capability scope of the meghIQ research prototype centers on evidence integrity, privacy-preserving identity handling, agent inventory, and auditable governance actions across enterprise automation systems.

Evidence systems under study

New evidence, privacy, and agent-control features now implemented.

The latest backend work strengthens enterprise-grade governance: tamper-evident audit records, cryptographic key rotation, encrypted sensitive fields, GDPR rights workflows, resource mutation evidence, and an AI Agent Registry.

codeimplemented surfacereview basisenterprise relevancestudy lens
A01
Tamper-Evident Audit Chainaudit_events
Hash chain + HMAC signatures

Gives enterprise reviewers a verifiable sequence of actions instead of a loose activity log that can be rewritten after the fact.

integrity
A02
HMAC Key Rotationsigning_keys
Versioned signing keys

Lets the audit chain keep cryptographic continuity while keys evolve, which matters for long-lived regulated environments.

continuity
P01
Encrypted PII With Lookup Hashessensitive_fields
Fernet fields + companion hashes

Protects sensitive identity fields while preserving operational search and ownership lookup without exposing plaintext.

privacy
G01
GDPR Data-Subject Rightsprivacy_requests
Export + erasure router

Supports export and erasure workflows so privacy review is part of the platform architecture, not a manual afterthought.

rights workflow
R01
Resource Mutation Evidenceresource_mutations
Shared audit hooks across routers

Turns creates, updates, deletes, executions, toggles, acknowledgements, and remediations into reviewable tenant-scoped evidence.

change lineage
AG1
AI Agent Registryagent_registry
Agent registry API + UI

Creates a controlled inventory for autonomous agents so organizations can study ownership, access, lifecycle, and operational state.

ownership
Research framing: capability evidence, not commercial claims.Review API surfaces

Automation Discovery

Automatically discover and catalog all automations across Zapier, Power Automate, GitHub Actions, AWS Lambda, Azure Functions, Jenkins, and more.

  • Multi-platform scanning
  • Hidden automation detection
  • Automated cataloging
  • Dependency mapping

Real-time Analytics & Dashboards

Comprehensive KPIs, trends, and visualizations to monitor your entire automation ecosystem.

  • Customizable dashboards
  • Real-time metrics
  • Trend analysis
  • Export capabilities

Tamper-Evident Governance

Compliance, remediation, auth, workflow, and automation actions are recorded into a hash-linked, HMAC-signed evidence model.

  • Hash-chain audit records
  • HMAC signatures
  • Key rotation support
  • Resource mutation hooks

AI-Powered Insights

Unique AI features including DNA Profiling, Health Scoring, Lifecycle Prediction, and more.

  • Predictive analytics
  • Failure prediction
  • Optimization recommendations
  • Behavioral analysis

Optimization Engine

Identify duplicates, consolidation opportunities, and performance bottlenecks to reduce costs.

  • Duplicate detection
  • Consolidation recommendations
  • Performance analysis
  • Cost optimization

Privacy-Preserving Identity

Sensitive user and owner fields are encrypted while lookup hashes preserve operational search and ownership resolution.

  • Encrypted full names
  • Encrypted email fields
  • Owner lookup hashes
  • Metadata encryption

Export & Reporting

Generate comprehensive reports in CSV, Excel, PDF, and JSON formats with scheduled delivery.

  • Multiple export formats
  • Scheduled reports
  • Custom report builder
  • Email delivery

Real-time Notifications

Get alerts via email, Slack, Microsoft Teams, or in-app notifications for critical events.

  • Multi-channel alerts
  • Customizable rules
  • Escalation policies
  • Notification history

Security & Access Evidence

Authentication events and mutable resource operations now write tenant-scoped audit evidence with request context.

  • Auth-event audit hooks
  • IP and user-agent capture
  • Non-blocking audit writes
  • Tenant-scoped events

GDPR Rights Workflow

Data-subject export and erasure endpoints make privacy operations an implemented backend capability.

  • Subject export
  • Erasure workflow
  • Encrypted lookup support
  • Regulatory review path
Research Access

Want to evaluate these capabilities?

meghIQ is an independent research project. Beta access is offered to collaborators on a non-commercial basis.