Maturity Diagnostic

Operational Audit

Architectural
Maturity Diagnostic

Run our interactive 5-stage diagnostic wizard to evaluate your deployment pipeline speeds, data sharding layers, quality gates, and AI capabilities alignment.

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Question 1: Continuous Integration & Deployment Delivery

How are your software changes built and dispatched to production environments?

Manual uploads (SFTP, zip folders, or manual server config editing)
Basic scripted deployments (SSH commands, custom shell scripts run manually)
Automated CI/CD pipelines (Jenkins, GitHub Actions, or Azure DevOps)
Modern GitOps automated delivery (ArgoCD, Flux, with self-healing checks)

Question 2: Database Scalability & Latency Caching

How does your persistence model scale under sudden high concurrent load spikes?

Single monolithic database instance with direct, non-cached queries
Basic master-replica setups with separate read/write endpoints
Distributed high-speed caching layers (Redis) over relational systems
Globally sharded, multi-region database pods (active-active replication)

Question 3: Automated Quality Engineering & DevSecOps

How is code security and validation audited before system release?

Manual testing verification (basic UI check list run by developers)
Unit testing suite executed locally before code commits
Continuous automated unit/integration runs integrated inside pipelines
Left-shifted DevSecOps: automated code analysis, SAST, and security gates

Question 4: Artificial Intelligence & Generative AI Integrations

To what extent are automated reasoning models integrated inside operations?

No active artificial intelligence integrations present in operations
Basic API calls to public AI modules (using general key inputs)
Gated LLM models with local context (RAG) querying corporate PDFs
Private sovereign AI nodes executing complex autonomous agentic tasks

Question 5: Disaster Recovery & Self-Healing Systems

What is the recovery policy in the event of an infrastructure crash?

Manual database backups compiled daily, recovery takes hours/days
Automated scheduled snapshots with basic failover scripts
Multi-zone geo-redundant database groups with automated switch over
Active-active self-healing clusters with RTO under 5 seconds

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Architectural Level
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