Trading Systems
ETRM/CTRM platforms, deal capture, position data locked in proprietary schemas.
Introducing Radiant - Molecule Value Tracker (MVT)™ — Molecular Intelligence Platform
From molecule to market.
From molecule to market.
Total data clarity.
Caliche Energy Solutions transforms complex energy and commodity data into actionable intelligence — from wellhead to settlement. Track every molecule. Reconcile every barrel. Decide with confidence.
Trusted by energy leaders across
Upstream
Midstream
Downstream
Data Continuity
Field to settlement visibility
Deployment Model
Integrates with existing ETRM stack
Operational Impact
Faster close cycles, fewer exceptions
Decision velocity and operational confidence
100%
Molecular Traceability
10x
Faster Reconciliation
24/7
Real-Time Visibility
Zero
Data Gaps
Radiant - Molecule Value Tracker (MVT)™ Platform
Molecular intelligence from inception to settlement
Radiant - Molecule Value Tracker (MVT)™ is Caliche's flagship platform for end-to-end molecular traceability and commercial data continuity across the energy value chain.
Molecular Traceability
Track every molecule from wellhead through pipeline to point of sale with immutable chain-of-custody records.
Real-Time Reconciliation
Automated P&L analysis and volumetric balancing that closes in hours, not weeks.
System Integration
Seamless connections to RightAngle, TopTech, and major ETRM/CTRM and ERP platforms.
Audit-Ready Reporting
Regulatory compliance, emissions tracking, and settlement reports generated on demand.
AI-Ready Architecture
Built to enable AI-powered anomaly detection, forecasting, and workflow automation.
How It Works
From capture to settlement in four steps
01
Capture
Ingest molecular and volumetric data at the point of origin — wellhead, terminal, or pipeline.
02
Process
Normalize, validate, and enrich data across ETRM/CTRM, ERP, and operational systems in real time.
03
Analyze
Reconcile inventories, track P&L, and generate commercial-grade analytics and reports.
04
Settle
Deliver audit-ready settlements, compliance reports, and decision support to stakeholders.
Enterprise AI Strategy Guide
Your Data.
Unified. Your AI.
Unleashed.
Caliche Energy Solutions normalizes fragmented, siloed business data into a single intelligent foundation so your organization can fully harness the power of emerging AI technologies.
Operations
Nomination workflows, scheduling, logistics, and field operations disconnected across tools.
Finance & Accounting
ERP ledgers, invoicing, and settlement data siloed from trade and risk systems.
Risk Management
VaR models, credit exposure, and compliance reporting spread across isolated spreadsheets.
Fragmented Inputs
▼▼▼
CALICHE
AI Hub
Normalized Data Layer
▼▼▼
AI-Ready Outputs
Market Data
Price curves, basis differentials, and real-time feeds in vendor-specific formats.
Supply Chain
Pipeline nominations, storage inventory, and transportation data rarely integrated.
Regulatory & Compliance
FERC, CFTC, and environmental reporting disconnected from core business systems.
HR & Contracts
Master agreements, counterparty data, and KYC records trapped in legacy repositories.
⚡
Caliche normalizes, connects, and activates your enterprise data for AI
⚡
AI Capabilities Unlocked
Predictive Analytics
Forecast price movements, demand curves, and supply disruptions before they happen.
Process Automation
Automate deal confirmation, settlement, reporting, and exception management.
Trade Optimization
Optimize positions, exposures, and hedging strategies with AI-driven portfolio insights.
Proactive Risk Alerts
Detect anomalies and generate risk signals in real time across the full trade lifecycle.
Conversational Intelligence
Use natural language to query your energy data estate without SQL expertise.
Executive Dashboards
Surface AI-curated operational insights to leadership teams in one unified view.
Scenario Modeling
Simulate market, regulatory, and operational scenarios across your portfolio quickly.
Rapid AI Deployment
Launch AI models in weeks by standardizing and normalizing core enterprise data.
45+
Industry Consultants
100+
ETRM Clients Served
3
AI-Native Products
1
Unified Data Foundation
∞
AI Potential Unlocked
Solutions
End-to-end expertise across the energy value chain
Whether you need to modernize your ETRM stack, automate critical workflows, or gain full visibility into your commodity data — Caliche delivers.
Upstream Operational & Commercial Data
Production accounting, lease operations, and field data integration that creates a single source of truth from wellhead to first sale.
production data · field operations · lease accounting
Talk to a specialistMidstream Measurement & Inventory
Automated scheduling, measurement, P&L tracking, and inventory management for pipelines, terminals, and storage.
pipeline operations · terminal management · volumetric balancing
Talk to a specialistDownstream Marketing & Settlements
End-to-end trade capture, confirmations, invoicing, and settlement processing with full auditability.
trade settlements · invoicing · compliance reporting
Talk to a specialistETRM/CTRM Optimization
RightAngle, TopTech, and C/ETRM platform upgrades, integrations, and performance tuning by seasoned specialists.
RightAngle · TopTech · system upgrades
Talk to a specialistData Integration & Modernization
Connect legacy systems, ERP platforms, and data lakes into a cohesive, real-time data fabric for energy operations.
ERP integration · data lakes · system modernization
Talk to a specialistAI & Workflow Automation
Intelligent automation of scheduling, nominations, reconciliation, and exception handling powered by AI and machine learning.
AI enablement · process automation · predictive analytics
Talk to a specialist
Industries
Built for the complexity of energy and commodities
Our solutions serve the full spectrum of energy and commodity markets.
Oil & Gas
Upstream, midstream, and downstream operations
Power & Renewables
Generation, trading, and grid operations
NGLs & Refined Products
Fractionation, blending, and distribution
Natural Gas
Processing, transportation, and marketing
Leadership
Energy veterans. Data innovators.
Caliche's leadership brings decades of hands-on energy industry experience combined with deep technology and data expertise.
Daryl "Duke" Mattoon
Chief Executive Officer
Energy infrastructure and storage veteran with deep expertise in large-scale project execution, capital markets, and institutional partnerships across the energy sector.
Connect
Rogerio "Roy" Castillo
President & Founder
Thought leader in digital transformation, IT/OT convergence, and cybersecurity. Deep background in managed services, cyber GRC, and AI-era testing and quality assurance.
Connect
Jose Jo
Chief Information Officer
Seasoned solutions consultant and technical leader with 16+ years in energy software. Expert in RightAngle, IBM DB2, and enterprise platform modernization.
Connect
Insights
View all articles
Thought leadership in energy data
RightAngle ETRM Implementation Best Practices: Avoiding the Top 10 Integration Pitfalls
Lessons from dozens of RightAngle deployments — and how to sidestep the costliest mistakes.
8 min read
Natural Gas Scheduling Automation: How AI Reduces Manual Nominations by 80%
From manual spreadsheets to intelligent automation — transforming the most demanding job in energy.
7 min read
Real-Time Data Integration for Midstream Pipeline Operations: Architecture Patterns That Scale
How modern data fabrics replace batch processing with real-time intelligence for pipeline operators.
9 min read
Start with a focused discovery call
Build your next revenue-ready data operating model
Bring us your current stack and biggest bottleneck. We will map a practical path to faster settlements, cleaner reporting, and better commercial decisions.
24-hour response window
You hear back quickly with clear next steps.
No-pressure discovery call
Practical guidance before any commitment.
Built for your current stack
We integrate with existing ETRM/CTRM workflows.