A decade of AI-native operations — since 2016

Intelligence, engineered.
Judgement, human.

RedTorch pairs a fusion analyst team with self-improving models on sovereign, on-prem compute — investigative services, AI consulting, and doctrine-grounded training data for systems that reason today, and act tomorrow.

THE ICEBERG — WHAT RUNS BENEATHPLATFORM ARCHITECTURE
Client deliverablesEVIDENTIARY REPORTS
Human–machine teaming layerOPERATORS + AGENTS
Self-improving model fleetEVAL · DISTILL · RETRAIN
Doctrine · GRC · case corpus10 YRS · NAICS-MAPPED
On-prem NVIDIA clustersSOVEREIGN · AIR-GAPPED OPTION
10 yrs
In continuous operation
ALL-INT
Fused intelligence disciplines
On-prem
Sovereign AI infrastructure
25+
Service lines across verticals
WHAT WE DO

Two practices. One platform. Every major vertical.

INVESTIGATIVE SERVICES

Evidence, not opinion.

Due diligence, background investigations, litigation support, digital forensics, fraud, asset recovery, counter-espionage — evidence presented without judgement, so you reach your own conclusions.

Due DiligenceLitigation SupportForensicsRisk & Intelligence+ 20 more
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AI & STRATEGY CONSULTING

AI adoption, grounded in practice.

Board-level AI/ML strategy, implementation and operational support, datacenter architecture, autonomous systems, agentic resilience — from a firm that has run its own sovereign stack for a decade.

AI/ML StrategyImplementationDatacenter PlanningAgentic Resilience
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HOW WE ENGAGE

From a single case to a standing capability.

Most client relationships begin with one engagement and mature into long-term retained programs. Some clients have been with us continuously for over nine years.

Private clients

Discreet, case-based engagements for individuals and families — background investigations, reputation, content removal, personal risk.

Case-scoped · Fixed deliverable · Strict confidentiality
Enterprise & counsel
RETAINED

Ongoing programs for corporations, law firms, and insurance carriers — elevated limits, 24/7 ad-hoc access, embedded legal support, actuarial and underwriting workflows.

Annual retained model · Dedicated operator pod · Cross-service bundles
Government & institutional

Local, state, and federal support services, law-enforcement assistance, and regulated-sector programs — delivered under the compliance postures those environments require.

Process-gated · Documentation chains · Cleared workflows
PARTNERS & RESELLERS

Put a decade of applied AI/ML behind your own casework.

Investigative firms, law practices, and specialist consultancies can run their work on the RedTorch platform — white-labeled under your brand, or as a vendor relationship. Your clients, your cases, our engine.

White-label delivery
Reports and workflows carry your identity
Vendor-based access
RedTorch as a named subcontracted capability
Platform leverage
Human–machine teaming, doctrine, and tooling on tap
GOVERNANCE, RISK & COMPLIANCE

Compliance is not a layer we added. It is doctrine.

GRC sits in the platform core, at the same level as investigative doctrine. Provenance, sanitization, and regulatory mapping are enforced by construction — in how cases are worked, how data is structured, and how models are trained.

GDPRCCPAEU AI ACTDORACIRCIACMMC 2.0MTSA
PLATFORM CORE — PARITY BY DESIGN
DOCTRINE
How we investigate
GRC
How we stay defensible
Every claim carries provenance. Every dataset carries its sanitization lineage. Every model carries its evaluation record. The same discipline flows into licensed data.
DATA LICENSING

Training data that teaches models how to investigate — and how to decide.

A decade of human–machine teaming, structured across NAICS- and SIC-mapped taxonomies with doctrine-level granularity. Datasets and streams for frontier labs, open-weight labs, and vertical builders — the substrate for agents that must reason over long horizons in the world as it actually is.

Licensing overview
Reasoning traces
Decade-spanning investigative decision chains, including ruled-out hypotheses
Teaming telemetry
Human–machine workflow data: where models help, where operators override
Model comparisons
Extensive cross-model evaluations on identical live workflows
Industry taxonomies
NAICS/SIC-grounded labels across security, fintech, healthtech, defense, maritime
RESEARCH
Work with research-grade data from a private decade-long corpus.
Five active research angles, three featured papers, and an open call for researchers to build on our platform.
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INSIGHTS
The RedTorch brief.
Occasional, signal-only. Doctrine, applied AI, and regulatory posture.