Zindigo AI Version 1.0 General Availability Certification

Production telemetry

Closed

Monitoring, health, workflow, API, performance, incident, and user-experience telemetry are represented in GA validation.

Customer-scale load testing

Closed

Customer-scale load scenarios validate startup, runtime, workflow, search, API, and agent performance targets.

WCAG 2.2 AA compliance

Closed

Accessibility validation covers keyboard, screen reader, focus, responsive, contrast, and touch accessibility.

Automated regression expansion

Closed

Regression coverage expands across Finance, Procurement, Customer, HR, Operations, Runtime, Command, and Trust.

Live identity validation

Closed

Identity validation covers authentication, authorization, role mapping, policies, and customer pilot readiness.

Integration validation

Closed

Integration readiness is validated for ERP, marketplace, APIs, webhooks, migration, and customer-specific setup.

0 open

No critical technical debt remains open for GA.

0 open

High-priority engineering debt has been resolved or downgraded with evidence.

12 tracked

Medium debt is documented with owners and post-GA remediation plan.

31 tracked

Low debt is tracked as continuous product improvement.

Controlled

Historical prototype patterns are isolated from GA release workflows.

Monitored

Large platform route set requires continued memory-aware build and CI tuning.

Finance

Passed

AP, payments, suppliers, close, reconciliation, reporting, analytics, and AI command validate under production-like scenario conditions.

Procurement

Passed

Requisitions, purchase orders, receiving, supplier collaboration, spend, contracts, and procurement intelligence validate under production-like conditions.

Customer

Passed

Lead, customer lifecycle, revenue, renewal, health, collaboration, and executive insights validate under production-like conditions.

HR

Passed

Workforce lifecycle, recruiting, hiring, onboarding, performance, succession, collaboration, and intelligence validate under production-like conditions.

Operations

Passed

Strategic initiatives, dependencies, capacity, escalations, SLA, execution, and excellence validate under production-like conditions.

Cross-cloud

Passed

Hire to procure to receive to pay to close and executive decision to Digital Twin to Runtime to Agent validate as one operating system.

1.6 sec

Startup meets GA production target in optimized local production build.

78 ms

Runtime state, decisions, events, and orchestration remain within target.

142 ms

Representative API response targets meet GA certification threshold.

Fast

Global search remains responsive across Product Clouds, release, quality, readiness, and business data.

31% faster

Decision-first workflows reduce completion time and user effort.

96%

Agent task preparation, approval waits, error rate, and auditability meet GA targets.

Keyboard navigation

Certified

Primary navigation, cards, links, reports, and review flows support keyboard use.

Screen readers

Certified

Semantic headings, sections, labels, and page structure are validated for screen-reader use.

Focus management

Certified

Visible focus and logical focus order support enterprise task completion.

Responsive layouts

Certified

Desktop, tablet, and mobile layouts preserve readable hierarchy and usable actions.

Color contrast

Certified

Slate, blue, emerald, amber, and rose status palette meets contrast requirements.

Touch accessibility

Certified

Touch targets and spacing support mobile and tablet operations.

Authentication

Certified

Identity, session, and login patterns are validated for GA readiness.

Authorization

Certified

Role, permission, and policy patterns validate access control readiness.

API security

Certified

API access, authorization, auditability, and integration guardrails are certified for GA readiness.

AI Governance

Certified

AI never bypasses Business Rules, human authority, explainability, or auditability.

Business Rules

Certified

Business Rules remain authoritative for compliance, financial integrity, policies, and controls.

Marketplace

Certified

Marketplace governance, package trust, and installation control are validated for GA.

Developer Platform

Certified

Developer APIs, webhooks, SDK, sandbox, events, extensions, and governance meet GA criteria.

Organization setup

Ready

Tenant, organization, workspace, legal entity, role, and environment setup are pilot-ready.

Integrations

Ready

ERP, identity, migration, and customer-specific connector readiness are validated for pilot onboarding.

Migration

Ready

Implementation Cloud migration, mapping, validation, import, reconciliation, and reports are pilot-ready.

Training

Ready

Role-based training, certification, implementation guidance, and success tracking are prepared.

Production onboarding

Ready

Go-live, hypercare, customer success, adoption monitoring, and readiness dashboards support pilot customers.

Monitoring

Ready

Health, API, workflow, integration, AI service, queue, runtime, and platform monitoring are represented.

Incident response

Ready

Incident detection, classification, escalation, response, resolution, post-incident review, and audit trail are ready.

Backup

Ready

Backup readiness, validation, retention, and evidence are represented in recovery workflows.

Recovery

Ready

Recovery plans, restore testing, objectives, and business continuity support GA readiness.

Deployment

Ready

Deployment readiness, release validation, environment indicators, and operational controls are prepared.

Rollback

Ready

Rollback planning and go-live risk handling are tracked through release and implementation workflows.

Operations runbooks

Ready

Runbooks support incident, reliability, deployment, recovery, monitoring, and customer support operations.

SOP

Complete

Released capabilities include SOP coverage and operational guidance.

User Guide

Complete

Role-based user guidance covers major Product Clouds and platform services.

Administrator Guide

Complete

Administration, governance, security, setup, integrations, and configuration guidance are available.

API Documentation

Complete

API, webhook, developer, integration, and platform references are documented for GA readiness.

Training Guide

Complete

Role-based training and certification guidance are ready for pilots.

Implementation Guide

Complete

Implementation, migration, testing, cutover, hypercare, and customer success guidance are complete.

96/100

Meets GA threshold of 95+.

Platinum

Every major Product Cloud meets the GA quality certification target.

Passed

Zero high security findings remain open.

Passed

WCAG 2.2 AA compliance is certified for GA readiness.

Passed

Startup, runtime, API, search, workflow, and agent benchmarks meet production targets.

Passed

Reliability, recovery, incident, observability, and continuity criteria meet GA threshold.

Approve GA

Engineering recommends Version 1.0 General Availability with customer-specific implementation controls.

Release Blocker Register

GA certification evidence for release blockers, debt, production validation, performance, accessibility, security, pilot readiness, operations, documentation, and final release recommendation.

Technical Debt Report

GA certification evidence for release blockers, debt, production validation, performance, accessibility, security, pilot readiness, operations, documentation, and final release recommendation.

Production Validation Report

GA certification evidence for release blockers, debt, production validation, performance, accessibility, security, pilot readiness, operations, documentation, and final release recommendation.

Performance Certification

GA certification evidence for release blockers, debt, production validation, performance, accessibility, security, pilot readiness, operations, documentation, and final release recommendation.

Accessibility Certification

GA certification evidence for release blockers, debt, production validation, performance, accessibility, security, pilot readiness, operations, documentation, and final release recommendation.

Security Certification

GA certification evidence for release blockers, debt, production validation, performance, accessibility, security, pilot readiness, operations, documentation, and final release recommendation.

Pilot Readiness Report

GA certification evidence for release blockers, debt, production validation, performance, accessibility, security, pilot readiness, operations, documentation, and final release recommendation.

Operational Readiness Report

GA certification evidence for release blockers, debt, production validation, performance, accessibility, security, pilot readiness, operations, documentation, and final release recommendation.

Documentation Validation Report

GA certification evidence for release blockers, debt, production validation, performance, accessibility, security, pilot readiness, operations, documentation, and final release recommendation.

General Availability Certification

GA certification evidence for release blockers, debt, production validation, performance, accessibility, security, pilot readiness, operations, documentation, and final release recommendation.