Platform

Cogniyon supports every SDLC phase with deterministic workflows, governance, and pluggable intelligence — not “prompt and pray.”

Platform Capabilities

Cogniyon is a human-guided AI platform designed to support every phase of the SDLC with determinism, governance, and control. Instead of “prompt and pray,” it provides structured services, guardrails, and plugins that work alongside human expertise.

Cogniyon Platform Modules

Specs

Turn ideas into clear, testable, and governable requirements
Convert vague ideas into structured specifications with validation, versioning, and traceability—before a single line of code is written.

Key Capabilities

  • Structured requirement capture (not free-text prompts)
  • Completeness & clarity validation
  • Constraints, risks & success criteria made explicit
  • Versioning and change impact visibility

Plugins

Problem FramerStakeholder MapperRequirements Elicitation WizardUser Story & Epic GeneratorAcceptance Criteria Builder (Gherkin style)Non-Functional Requirements ExtractorRisk & Assumption RegisterGlossary & Domain DictionarySpec Quality IndexTraceability Matrix GeneratorSpec Versioning & Diff Analyzer

Architect

Design systems that scale, survive change, and remain governable
Make architecture intentional and auditable with guided decision-making, best-practice patterns, and visual + textual artifacts.

Key Capabilities

  • Guided architecture pattern selection
  • Visual and textual representations (C4 / PlantUML)
  • Security & resilience by design
  • Governance without slowing teams down

Plugins

Architecture Style SelectorC4 Diagram GeneratorPlantUML Generator & ValidatorAPI Contract Designer (OpenAPI)Data Model DesignerThreat Modeling Assistant (STRIDE)ADR GeneratorCost & Capacity EstimatorResilience Blueprint DesignerArchitecture Compliance CheckerArchitecture Drift DetectorTechnology Radar & Stack Advisor

Develop

Build high-quality software with AI that respects engineering standards
Context-aware generation and refactoring that understands your codebase, enforces constraints, and prioritizes maintainability.

Key Capabilities

  • Context-aware code generation & refactoring
  • Quality + security checks built-in
  • Engineering standards respected
  • Deterministic outputs over random suggestions

Plugins

Code Generator & ScaffolderRefactor AssistantCode Review PluginCode Quality Index PluginStatic Analysis OrchestratorComplexity & Duplication AnalyzerSecure Coding ScannerDependency Hygiene CheckerLicense & Compliance ValidatorUnit Test GeneratorContract Test GeneratorTest Coverage GateDocumentation Generator

Validate

Prove your software works—before users do
Continuous verification aligned to specs: test generation, quality gates, security validation, and release readiness scoring.

Key Capabilities

  • Test generation aligned with Specs
  • Automated quality gates
  • Security + performance validation
  • Business-friendly validation artifacts

Plugins

QA Test Case GeneratorExploratory Testing GuideUAT Script BuilderRegression Suite BuilderAPI Validation HarnessUI Visual Diff TestingPerformance Test BuilderSecurity Testing Pack (SAST/DAST/IaC)Privacy & Data Handling ValidatorRelease Readiness Score

Release

Ship software safely, repeatedly, and predictably
Turn deployments into controlled, repeatable processes with CI/CD generation, environment promotion, approvals, and rollback safety.

Key Capabilities

  • Deterministic CI/CD generation
  • Safe deployment strategies (blue/green, canary)
  • Clear release communication
  • Built-in rollback and verification

Plugins

Pipeline Generator (GitHub, Azure DevOps, GitLab)Artifact Versioning & ProvenanceEnvironment Promotion ControllerConfiguration & Secrets ManagerDeployment Strategy Plugin (Blue/Green, Canary)Rollback PlannerRelease Notes GeneratorChange Request Pack GeneratorFeature Flag ManagerPost-Release Verification

Sustain

Keep systems reliable, cost-efficient, and evolvable
Reduce operational overhead, manage incidents intelligently, control cloud costs, and address technical debt proactively.

Key Capabilities

  • Operational intelligence (not reactive firefighting)
  • Continuous improvement loops
  • Long-term system health visibility

Plugins

Incident Runbook GeneratorRoot Cause Analysis AssistantReliability ScorecardCost OptimizerTechnical Debt RadarUpgrade & Deprecation PlannerKnowledge Base BuilderSupport Ticket Triage AssistantOperational Guardrails ManagerBackup & Restore Validator

Monitor

Observe everything that matters—with meaning, not noise
Connect logs, metrics, traces, deployments, and business outcomes—so teams understand why something happened, not just that it happened.

Key Capabilities

  • Signal correlation across systems
  • Reduced alert fatigue
  • Role-specific visibility (engineering, ops, leadership)
  • Governance and compliance reporting

Plugins

SLO/SLA MonitorLog Intelligence EngineDistributed Tracing InsightsMetric Correlation EngineAlert Noise Reduction AssistantUser Journey MonitoringSecurity Monitoring PackCompliance Evidence CollectorData Drift Monitor (for ML systems)Platform Health DashboardGovernance & Policy Monitor

Build software responsibly

Cogniyon.ai is not just a tool. It is a platform for building software responsibly. It brings AI into the SDLC without sacrificing human judgment, engineering discipline, or governance.