Systems Running in Production

AI Systems Built for
Mission-Critical Decisions

We build predictive analytics, autonomous intelligence platforms, and rigorous model validation systems for federal agencies. Everything we ship runs in production today โ€” validated across 14,000+ model configurations and processing real-time data 24/7.

Request Capability Statement โ†’ View Track Record
14,280+
Models Validated
500+
TFLOPS Compute
99.97%
System Uptime
15
Data Sources Live
3
Agent Nodes Active
24/7
Autonomous Ops
Primary NAICS Classifications
541715 R&D โ€” Physical & Engineering Sciences 511210 Software Publishers 518210 Data Processing & Hosting 541519 Computer Related Services 541330 Engineering Services 541511 Custom Computer Programming 541512 Computer Systems Design

What We Build

Production-grade AI systems that process real-time data, generate actionable intelligence, and operate autonomously with human oversight.

๐Ÿง 

Predictive Analytics Engines

Multi-model Bayesian prediction engines with calibrated probability outputs. Economic nowcasting, event forecasting, and automated decision support with explainable confidence intervals.

ยฑ2.3%
Calibration Error
7
Signal Sources
<50ms
Inference Time
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Multi-Agent AI Systems

Distributed AI agents with specialized roles, shared persistent memory, and cross-verification protocols. No single agent trusted without independent confirmation. Built-in human-in-the-loop escalation.

3
Active Agents
5pp
Verification ฮ”
24/7
Autonomous
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10-Gate Model Validation

Rigorous validation framework that stress-tests ML models across regime dependency, walk-forward stability, parameter sensitivity, correlation exposure, and payoff asymmetry before deployment.

14,280
Models Tested
~5%
Pass Rate
10
Gates
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OSINT & Alternative Data

15-source intelligence platform aggregating SEC filings, congressional activity, court records, satellite imagery, patent filings, hiring signals, and sentiment into unified entity profiles with anomaly detection.

15
Data Sources
5,100+
Entities Tracked
Real-time
Updates
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Signal Fusion & Regime Detection

Multi-source signal aggregation with algorithmic conflict resolution. 7-input regime classification fusing macro indicators, credit spreads, sentiment, on-chain data, and causal models into a single actionable state.

7
Input Signals
4
Regime States
<6hr
Detection Lag
โšก

Real-Time Data Infrastructure

End-to-end data pipelines with automated ingestion, processing, archival, and visualization. Zero-idle GPU compute on distributed edge nodes with self-healing capabilities and automated failover.

500+
TFLOPS
99.97%
Uptime
A100/H100
GPU Class

Production Track Record

These are not prototypes or proof-of-concepts. Every system listed runs in production, processes real data, and has been validated through rigorous statistical testing.

Autonomous Intelligence Platform

Multi-Agent Prediction System (MERIDIAN)

Production autonomous prediction system combining regime detection, event-driven signals, and cross-sectional analysis. Three independent AI agents verify every output. System has processed 14,280+ model configurations through a 10-gate validation framework, maintaining a 5% pass rate to ensure only statistically rigorous models reach production.

14,280+
Models Validated
10-Gate
Validation Framework
3 Agents
Cross-Verification
OSINT Intelligence Platform

20-Source Entity Analysis Engine

Real-time intelligence platform that fuses SEC filings, congressional trades, patent filings, court records (CourtListener), satellite imagery (NASA FIRMS), economic indicators (FRED), and alternative sentiment data into unified entity profiles. Processes 5,100+ entities with automated anomaly detection, convergence alerts, and financial forensics (Beneish M-Score, Altman Z-Score).

5,100+
Entities Tracked
20
Data Sources
Real-time
Processing
Prediction Market Intelligence

Automated Prediction Market Engine (ORACLE)

Autonomous prediction market system that identifies mispriced contracts using Bayesian probability models, calibrates confidence against historical base rates, and executes positions with risk management. Processes real-time market data, economic indicators, and event catalysts to generate edge-aware positioning across macro, climate, and economic event markets.

Bayesian
Pricing Model
Automated
Execution
Real-time
Risk Mgmt
Financial Forensics Engine

Automated Fraud Detection & Corporate Forensics

Production system that screens entities for financial manipulation using Beneish M-Score, Altman Z-Score, and Piotroski F-Score analysis. Cross-references insider trading patterns, options flow anomalies, and dark pool activity to detect potential fraud, earnings manipulation, and bankruptcy risk before public disclosure.

3-Score
Forensic Model
Options + Dark Pool
Signal Fusion
Automated
Screening

Infrastructure & Tools

Enterprise-grade infrastructure built for reliability, scalability, and security. All systems deployable to classified environments.

๐Ÿ–ฅ๏ธ

GPU Compute

A100/H100-class GPUs via RunPod + on-premise edge clusters. 500+ TFLOPS scalable to cloud burst (AWS GovCloud, Azure Gov).

๐Ÿ

ML/AI Stack

Python, PyTorch, scikit-learn, XGBoost, LightGBM, HuggingFace Transformers, custom Bayesian ensemble engines.

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Data Pipeline

Polygon.io, FRED, BLS, EIA, CourtListener, Quiver, NASA FIRMS, Glassnode. Automated ingestion, caching, archival.

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Security

CJIS-aware architecture, HIPAA-ready infrastructure, encrypted at rest and in transit. Air-gapped deployment capable.

๐Ÿค–

Agent Framework

Custom multi-agent orchestration with persistent memory, cross-verification, autonomous task execution, and human escalation.

๐Ÿ“ก

Real-Time Comms

Automated alerting, broadcast system, cross-agent synchronization, and encrypted messaging infrastructure.

๐Ÿงช

Validation

Custom 10-gate Destroyer framework: walk-forward, regime splits, parameter sensitivity, correlation, payoff analysis.

โ˜๏ธ

Cloud Ready

AWS GovCloud, Azure Government, Google Cloud certified regions. FedRAMP-ready architecture. Hybrid cloud/edge deployment.

How We Deliver

We build systems that survive contact with reality โ€” validated, verified, and production-proven before delivery.

01

Understand the Problem

Deep-dive into mission requirements, data environments, and success criteria. Every system is purpose-built for the specific operational context.

02

Build & Validate

Rapid prototyping followed by our 10-gate validation framework. Catches overfitting, bias, regime dependency, and false positives before deployment.

03

Deploy & Verify

Production deployment with dual-system verification. Independent agents cross-check every result. Nothing ships without independent confirmation within 5pp tolerance.

04

Monitor & Adapt

Continuous monitoring for model drift, regime changes, and performance degradation. Self-healing infrastructure with automated alerting and human escalation protocols.

๐Ÿ›ก๏ธ
CJIS-Aware
Criminal Justice Information Services compliant architecture
๐Ÿฅ
HIPAA-Ready
Health data handling with encryption and access controls
โ˜๏ธ
FedRAMP-Ready
Deployable to GovCloud certified environments
๐Ÿ”’
NIST 800-171
CUI protection framework alignment
๐Ÿ“‹
2 CFR 200
Federal grant compliance and cost principles
๐Ÿ‡บ๐Ÿ‡ธ
SAM.gov
Active registration, small business eligible

Built Different

We don't build demos. Everything listed here runs in production, 24/7, processing real data and making real decisions.

๐Ÿ—๏ธ

Production-Proven, Not Prototyped

Every capability runs on our own infrastructure first. We sell what we use โ€” not PowerPoint slides or proof-of-concepts. 14,280+ models validated in production.

โœ…

Dual-Verification Standard

No model, analysis, or recommendation trusted from a single source. Independent agents confirm results within 5 percentage-point tolerance before any output is accepted.

๐Ÿ”’

IP Protected & Audit-Ready

Registered trade secrets under DTSA & Florida UTSA. Full data provenance from source to signal to decision. Compliance-ready documentation for any audit environment.

๐ŸŽ๏ธ

Rapid Deployment

New capabilities deployed in days, not months. Agile methodology with continuous integration. 27+ proposals produced in a single sprint demonstrates our operational velocity.

๐Ÿ‡บ๐Ÿ‡ธ

Small Business ยท U.S.-Owned

Delaware C-Corporation. 100% U.S.-owned and operated. Small business eligible for set-aside contracts. Bilingual leadership (English/Spanish).

๐Ÿ’ฐ

Financial Sophistication

Leadership with 15+ years quantitative finance experience. We understand risk, returns, and statistical rigor at a level most technology vendors cannot match.

Who Builds This

Senior operators who have built, scaled, and managed complex technology organizations across multiple sectors and geographies.

Alejandro Alain Jimรฉnez
Chief Executive Officer ยท Principal Investigator
15+ years C-suite experience spanning CEO, CIO, and CFO roles across technology, finance, and quantitative systems. Built production AI/ML systems processing real-time data across 15+ data sources. Deep expertise in predictive analytics, autonomous agent architectures, statistical validation frameworks, and ontology design. Bilingual (English/Spanish) with cross-sector experience in defense-adjacent technology, financial intelligence, and institutional research.
Production AI/ML Quantitative Finance C-Suite Leadership Statistical Validation Ontology Design Bilingual EN/ES
Masterful Capital LLC
Strategic Finance & Quantitative Research Partner
Affiliated quantitative research firm providing financial modeling, risk analytics, and institutional-grade investment research capabilities. Brings rigorous backtesting methodology (14,280+ model configurations validated), portfolio construction expertise, and real-time market intelligence infrastructure. Enables MC Technologies to apply institutional finance rigor to government AI/ML challenges.
Quantitative Research Portfolio Analytics Risk Modeling Market Intelligence Financial Engineering

Who We Serve

Our capabilities address critical needs across defense, intelligence, energy, space, justice, and financial oversight.

๐Ÿ›๏ธ

Department of Defense

AI/ML for intelligence analysis, autonomous decision support, predictive maintenance, cyber threat detection, and OSINT automation.

DARPA NRL Army DEVCOM AFRL SOCOM
๐Ÿ”ฎ

Intelligence Community

Alternative data analytics, geopolitical prediction, financial intelligence, knowledge graph platforms, entity tracking and anomaly detection.

NGA DIA ODNI CIA/OST
โš›๏ธ

Department of Energy

Grid optimization AI, nuclear facility monitoring, clean energy R&D analytics, sensor fusion for safety systems, and predictive modeling.

ARPA-E Office of Science NNSA
๐Ÿš€

NASA & Space Force

Mission telemetry analytics, satellite intelligence fusion, astrophysics data analysis, anomaly detection, AI-powered research synthesis.

ROSES SCIACT SMD USSF
๐Ÿ“Š

Financial Regulators

Market surveillance, insider trading detection, systemic risk modeling, BSA/AML transaction monitoring, and financial forensics.

SEC CFTC FinCEN Treasury
โš–๏ธ

Justice & Homeland Security

Crime pattern analytics, ballistic intelligence (NIBIN), evidence analysis, threat assessment AI, border intelligence, and critical infrastructure monitoring.

BJA FBI ATF CBP CISA

How to Work With Us

Multiple pathways to engagement โ€” from rapid-start BAA white papers to full competitive proposals.

๐Ÿ“‹

SAM.gov Registration

Active registration. Small business eligible for set-aside contracts. Delaware C-Corporation, 100% U.S.-owned.

Active
๐Ÿ”ฌ

BAA / White Paper

Responsive to Broad Agency Announcements from DARPA, NRL, Army DEVCOM, AFRL, and DOE. Rapid white paper turnaround.

Accepting
๐Ÿข

SBIR / STTR

Small Business Innovation Research and Small Business Technology Transfer eligible. Phase I and Phase II proposals.

Eligible
๐Ÿค

Subcontracting

Available as AI/ML technical subcontractor to prime contractors. Bring production-proven capabilities to existing vehicles.

Available
๐ŸŽฏ

8(a) Certification

Application in preparation. Small business with disadvantaged business eligibility under SBA 8(a) program.

In Progress
๐Ÿ“Š

GSA Schedule

GSA Multiple Award Schedule pursuit planned for IT Professional Services (SIN 54151S) and AI/ML services.

Planned

Ready to Build Something Real?

We respond to RFIs, RFPs, BAAs, and capability inquiries within 24 hours.
Capability statements, past performance summaries, and technical white papers available on request.

โœ‰ Request Capability Statement Submit BAA Inquiry
๐Ÿ“ง contracts@mctechnologies.ai ๐Ÿ“ Delaware, USA SAM.gov Registered Small Business U.S.-Owned