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CCMC Advanced Technologies
Prometheus

Prometheus works for everyone.

Whether you operate supply chains, manage financial exposure, oversee infrastructure, or make decisions under uncertainty — Prometheus formalizes forecasting into a transparent, continuously learning engine.

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1 Personal Mastery

Think about what puts you in flow.

Every organization continuously interprets signals: demand fluctuations, operational load, market conditions, regulatory constraints. Most of this interpretation happens implicitly, through heuristics, dashboards, and institutional experience, until signals are missed, risks materialize, or decisions arrive too late.

Vital Signs
The 3-4 metrics you instinctively check
Pattern Recognition
Seeing what beginners can't see
Invisible Knowledge
What feels obvious to you but confuses others
Your Mental Dashboard

Every expert has one. Prometheus builds it automatically.

2 PreSERVe Method

What Prometheus actually does.

Prometheus operationalizes three core capabilities required for effective time-series decision-making across industries: early risk detection, constraint-aware forecasting, and scenario evaluation under uncertainty.

Early Warning

"Tell me about a time you spotted something 'slightly off' before a big problem. What was the signal, and how did you know it wasn't noise?"

Prometheus Equivalent

Continuous monitoring for anomalies against learned baselines. Distinguishes signal from noise using reservoir dynamics.

Rulebook

"Does your domain have strict standards? How do you confirm you're following them without slowing down?"

Prometheus Equivalent

Embedded constraints and thresholds that validate outputs in real-time without manual review.

Pivot

"For a non-routine problem, what's your mental checklist? How do you decide to fix immediately or monitor?"

Prometheus Equivalent

Scenario simulation that lets you test interventions before committing. Observe-Orient-Decide-Act in milliseconds.

3 See It Work

Watch the signal emerge from noise.

Prometheus uses Echo State Network–based reservoir computing to extract predictive structure from noisy, non-stationary time series.

Real-Time Signal Extraction: Actual vs Forecast
Ready
Process Log
Click "Extract Predictions" to begin
--
Mean MAE (MW)
--
Train Time
--
Horizon
4 Mental Model

Pick the metaphor that clicks for you.

Immune System

Like your body's immune system, Prometheus continuously scans for threats and anomalies 24/7. It learns what "healthy" looks like, detects deviations before they become problems, and triggers appropriate responses.

Flight Data Recorder

Like a cockpit's flight data recorder combined with predictive autopilot, Prometheus captures every data point, identifies patterns pilots would miss, and provides early warnings with enough lead time to take corrective action.

Why Echo State Networks?

Traditional deep learning requires massive data, expensive hardware, and opaque decision-making. We chose a different path.

<1s
Retrain Time

Regime changes? Market shifts? Prometheus adapts in under a second.

100%
Interpretable

No black boxes. Every prediction can be traced back to its contributing factors.

CPU
Infrastructure

Runs on standard hardware. No GPUs required. Deploy anywhere.

Ready to see your signal?

If Prometheus guaranteed you'd never miss an early warning in your domain, what's the first question you'd ask?

© 2025 CCMC Advanced Technologies Inc. | Aqua Blue Reservoir Computing Engine | Echo State Network v2.4

Baseline Forecast & 90% Prediction Interval

Historical Forecast

System Log

Mean Load
-- MW
Accuracy
-- %
MAPE: -- %
Reservoir
300 dim
Echo State Network

Scenario Simulation

Apply shocks and observe forecast adjustments in real-time

Horizon: 168h

Shock Parameters

0
0
0
0
0.00

Scenario Contributions

Risk Monitor (Demonstration)

Substation risk assessment and pre-storm positioning

Pre‑storm Crew Positioning

    Risk Legend

    High Risk (>66%)
    Medium Risk (33–66%)
    Low Risk (<33%)

    Outage Predictions

    Module Status

    Stress Test

    This section is still in progress, the testing framework in development will enable users to conduct comprehensive scenario-based stress tests and tail-risk analysis.

    Tail Distribution Diagnostics
    Quantile stability, skew/kurtosis monitors, and backtest-style exceedance checks.
    Scenario Attribution
    Decompose P&L / load impacts by shock driver, horizon bucket, and interaction terms.
    Validation & Controls
    Seed control, configuration snapshots, and governance-ready report exports.
    Performance Upgrade
    Faster path generation and improved sampling for better tail coverage.
    Build Progress
    Phase 1/3
    Engine Refactor Done
    Attribution Layer In progress
    Reporting & Controls Queued

    Industry Applications (Demonstration)

    Select an industry to explore how Prometheus would be applied to different domains

    Business Operations
    Workflow & Efficiency
    Marketing
    Campaign Performance
    Agriculture
    Crop & Weather
    Finance
    Volatility Forecasting
    Supply Chains
    Demand & Inventory

    Our Team

    Leadership and technical talent behind Prometheus

    Leadership

    Executive Team • Board of Directors
    Mario Tovar Jr
    Mario Tovar Jr
    Chief Executive Officer
    Caleb Williams
    Caleb Williams
    Chief Technology Officer
    Elane de Menezes
    Elane de Menezes
    Chief Operating Officer
    Robert Koza
    Robert Koza
    Chief Financial Officer
    Michael Hernandez
    Michael Hernandez
    Chief Marketing Officer
    Bobby Shennum
    Bobby Shennum
    Executive Team / Board of Directors
    Kirin Kalia
    Kirin Kalia
    Executive Team / Board of Directors
    Rana DiOrio
    Rana DiOrio
    Executive Team / Board of Directors
    Jan Figa
    Jan Figa
    Executive Team / Board of Directors
    Jean McNamara
    Jean McNamara
    Executive Team / Board of Directors
    Benjamin Raisanen
    Benjamin Raisanen
    Executive Team / Board of Directors

    Technical Team

    Technical Team
    Ubayd Knight
    Ubayd Knight
    Machine Learning Director
    Melvin Riise
    Melvin Riise
    Machine Learning Engineer
    Aaron Zhang
    Aaron (Huayang) Zhang
    Business Data Analyst
    Want to connect with CCMC?
    Reach our business and support team at business.team@ccmc.global .

    Investor & Client Overview

    A plain-language overview of Prometheus for non-technical stakeholders.

    What Prometheus Does

    Prometheus is a real-time forecasting and early-warning system that helps organizations anticipate change, manage risk, and act sooner.

    Early Warning
    Identifies emerging risks before they escalate.
    Faster Decisions
    Produces forecasts quickly, even in volatile conditions.
    Lower Complexity
    Runs efficiently without heavy infrastructure.

    Where It Helps

    Supply chains, operations, finance, infrastructure, customer behavior, and any environment where timing and uncertainty matter.