AI is accelerating coding.Software delivery is still stuck in ticketOps!
Don't put AI agents in your SDLC without an orchestrator. Use Orchestrator Knowledge Graph.
Why AI Agents Fail Without an Orchestrator
No unified knowledge graph
Terraform runs before configs can deploy. No shared knowledge between tools
No unified 'system of change'
Orders among the pipelines are maintained outside. Agents are unaware of how to orchestrate a plan.
Multi-Persona Coordination Tax
Releases require coordination between teams. 60% of deployment time wasted on human orchestration.
The Three-Layer Solution
Building AI-powered SDLC the right way

The Tools
You already have this today!
The Orchestrator
The orchestrator builds the organization context through contracts
The AI Agent Layer
The context powers the AI Agents. Agents drive changes through the orchestrator.
The Next-Gen AI Agents
Creating Productivity Impact in Software Delivery
Debugging Agent
AI agent to help you debug issues by corealating issues across services and infra
- 60% reduction in MTTR

Terraform Authoring
Author new Terraform modules following organization standards and contracts
- 10 mins to author, 100% compliant

Blueprint Designer
Design Blueprints for the developer use-case using pre-approved modules developed by Platform Teams
- 5X faster provisioning, Zero ticketOps

How rich is your SDLC Context?
Complete understanding of your infrastructure ecosystem
Service Architecture
Dependencies and communication patterns across your microservices ecosystem
Environment Topology
Resource configurations and variations across dev, staging, and production environments
Deployment Patterns
Release frequency, success rates, and risk assessment patterns for continuous improvement
Cost Attribution
Spending patterns and optimization opportunities across teams and projects
Security Posture
Policy compliance and risk assessment with automated governance tracking
Performance Metrics
Resource utilization and scaling patterns for intelligent capacity planning
AI x Platform Engineering Impact
Bring your own Agents on Facets Orchestrator
The next competitive advantage belongs to organizations that extend AI orchestration to enterprise scale, not just individual productivity.