Your data is everywhere
Your operations generate data constantly. But the relationships between technicians, jobs, customers, equipment — the topology of how work actually flows — that's invisible. Decisions rely on memory and manual synthesis.
Forward Deployed Team embeds with you
We don't hand you software and walk away. A forward deployed team — product specialist and engineer — embeds with your operations for 16 weeks. They shadow real work, map real systems, and encode the operational knowledge your veterans carry in their heads.
Your operational topology, unified
The Context Manifold unifies your operational topology. Customers connected to properties connected to equipment connected to service history. Entities resolved across systems. Relationships mapped. Real-time state, not stale reports.
Intelligence becomes infrastructure
StemIDE keeps the topology alive — processing events in milliseconds, orchestrating workflows that span days. Canopy applications surface insights at the moment of decision. The graph works for you, not the other way around.
Operational intelligence becomes your edge
The capability you've built continues to compound. Your team operates with real-time awareness that competitors simply don't have.
AI doesn't create value. Value is captured when AI is embedded in the work.
See Clonal in action. Three different perspectives on the same powerful platform.
CANOPY APPS
AI interface for operational intelligence. Chat with your data, generate reports, connect your IDE to multiple LLMs. Avoid vendor lock-in.
What You'll See:
- Natural language queries against your operational graph
- Ask "which technicians have worked on this equipment type within 20 miles?"
- Generate documents with full source citations
- Connect your IDE to multiple LLMs — avoid vendor lock-in
- Excel-optimized exports for existing workflows
CONTEXT MANIFOLD
Unified operational intelligence system. Graph relationships, semantic search, real-time queries across all your business data.
What You'll See:
- Live data ingestion from CRM, ERP, and field systems
- Entity extraction and relationship mapping
- Semantic search across 100K+ documents
- Graph traversal — find patterns across thousands of relationships
- Real-time operational dashboards
STEMIDE
Digital twin for business operations. Real-time event processing + durable workflows for multi-location businesses.
What You'll See:
- Live operational topology — crews, jobs, customers, equipment
- Real-time event correlation and alerting
- Durable workflow orchestration spanning days or months
- Human-in-the-loop approval gates
- Real-time dashboard with sub-second updates
Your Cloud. Your Data.
Deploy to AWS, Azure, or GCP—wherever your security policies require. Data never leaves your infrastructure. Full compliance with your existing governance frameworks. No data residency concerns.
Zero Lock-In. Full Portability.
Export your data anytime. Standard formats. Open APIs. Your knowledge graph, embeddings, and workflows are yours—not ours. Switch providers or self-host. We make it easy to leave.
Isolated. Secure. Yours.
Every deployment is completely isolated. Dedicated compute, storage, and networking. No shared resources. No cross-tenant data exposure. Your instance is your instance.
Amplify Your Data Platform Investment
Clonal doesn't replace your data warehouse. It makes it operational.
Your analytics platform excels at historical reporting and batch queries. Clonal adds the live operational layer — real-time entity state, relationship traversal, and event-driven workflows — then feeds enriched context back to your existing tools.
Operational Systems
Clonal
Your Data Platform
Real-Time + Historical
Clonal handles millisecond decisions. Your warehouse handles trend analysis. Each does what it's built for.
Unified Governance
Clonal respects your existing IAM, service principals, and data governance policies. No shadow infrastructure.
Standard SQL Access
Query Clonal's operational data from Tableau, Power BI, or any tool that speaks SQL. No proprietary interfaces.
With Clonal's digital twin, unlock
the operational intelligence your competitors can't see
┌─────────────────────┐ │ ╭──── GraphQL ────╮ │ │ │ │ │ │ │ ◉ ─── ◉ ─── ◉ │ │ │ │ │ │ │ │ │ │ │ ◉ ─── ◉ ─── ◉ │ │ │ │ │ │ │ ╰─────────────────╯ │ │ [QUERY] [MUTATE] │ └─────────────────────┘
Unify any source
Canopy GraphQL & Apps
┌─────────────────────┐ │ ┌─WORKFLOW─────┐ │ │ │ ▶ trigger │ │ │ │ ↓ │ │ │ │ ◆ process │ │ │ │ ↓ │ │ │ │ ● action │ │ │ └──────────────┘ │ │ STATUS: RUNNING │ └─────────────────────┘
Act on live intelligence
StemIDE Orchestration
┌─────────────────────┐ │ ┌─CONTEXT─────────┐│ │ │ CRM ────┐ ││ │ │ DOCS ───┼─► ◈ ││ │ │ EMAIL ──┘ │ ││ │ │ YOUR ││ │ │ DATA ││ │ └─────────────────┘│ │ [SOVEREIGN] [YOURS]│ └─────────────────────┘
Own your context
Context Manifold