Trading Systems
ETRM/CTRM platforms, deal capture, position data locked in proprietary schemas.
AI-led operations · Radiant MVT™ · Advisory
The energy data fabric that ties every molecule to its margin — and every AI decision to data you can defend.
Molecular intelligence from inception to settlement, plus advisory teams that help you deploy, run, and scale mission-critical data and AI workflows.
Explore offerings
Trusted across
Upstream
Midstream
Downstream
Decision velocity and operational confidence
Platform software and C/ETRM Advisory — one partner from molecule traceability to settlement.
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. It integrates with your existing ETRM/CTRM stack — and our advisory teams implement, integrate, and optimize alongside your operations when you need hands-on delivery.
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.
C/ETRM Advisory Group
Deep ETRM expertise.
Deep ETRM expertise.
Proven results.
Decades of hands-on implementation, optimization, and modernization across leading C/ETRM platforms — from RightAngle to TopTech and beyond.
The Caliche C/ETRM Advisory Group embeds seasoned specialists directly into your team to guide platform selection, implementation, integration, and performance tuning — delivering outcomes, not just recommendations.
16+
Yrs avg experience
100+
Implementations
All
Commodities
01
Platform Selection & Roadmap
Vendor-agnostic evaluation of C/ETRM platforms against your operational and commercial requirements, culminating in a phased implementation roadmap.
Strategy
02
RightAngle Implementation
End-to-end RightAngle deployment, configuration, data migration, and integration for crude, refined products, natural gas, NGLs, and power.
Implementation
03
ETRM Integration & Modernization
Connect legacy ETRM systems to ERP platforms, data lakes, and real-time data fabrics. Replace brittle batch processes with modern event-driven architecture.
Modernization
04
Performance Tuning & Optimization
Diagnose and resolve bottlenecks in existing ETRM deployments — from slow settlement processing to reporting failures and integration gaps.
Optimization
05
Managed ETRM Support
Ongoing application management, user support, version upgrades, and regulatory compliance maintenance — backed by a dedicated specialist team.
Managed Services
06
AI Enablement on ETRM Data
Normalize and activate your ETRM data estate for AI — enabling predictive analytics, process automation, and conversational intelligence across the trade lifecycle.
AI
Practitioners, not consultants
Our advisors have personally implemented the systems they recommend. No junior bench, no theoretical frameworks — deep hands-on expertise from people who have done it before.
Embedded, not outsourced
We work as an extension of your team — present in your standups, integrated with your workflows, aligned to your timelines — not delivering slide decks from a distance.
Outcome accountability
We define clear success metrics before we start — faster settlement cycles, cleaner data, reduced exceptions — and measure progress throughout the engagement.
Platform-agnostic guidance
We have no preferred vendor. Recommendations are driven by your operational requirements, existing technology investments, and commercial complexity.
Platforms we work with
RightAngle
TopTech
Allegro
Triple Point
Opis / Opis Energy
SAP ETRM
OpenLink / ION
Brady / SXC
Custom / Proprietary
How It Works
From capture to settlement in four steps
Engagements span product-led Radiant MVT™ deployments and advisory-led ETRM modernization — the same disciplined path from capture to settlement.
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 adopt Radiant MVT™ for molecular intelligence, engage our C/ETRM Advisory team for platform delivery and tuning, or both — Caliche helps you modernize your stack, automate critical workflows, and gain full visibility into commodity data from field to settlement.
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
15+ years in ETRM with deep technical and strategic leadership. Technical Architect and Tech Lead for trading, risk, and commodities—building integrations, production systems, and modern tools for trading and operations teams.
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
Whether you are exploring Radiant MVT™ for molecular traceability or need seasoned C/ETRM advisory support — we start with your stack and your biggest bottleneck, then 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.