TCI · Research & Analysis

The Commonlight Initiative

Technical consultancy specializing in digital forensics infrastructure, AI-powered information correlation, evidence capture pipelines, and data anonymization services. Remote-first with global contributors.

Capabilities

Digital Forensics & Data Infrastructure

AI-Powered Information Correlation: Advanced machine learning pipelines for entity extraction, cross-source correlation, and pattern recognition. Natural language processing for multi-language content analysis and automated relationship mapping across large datasets.

Evidence Capture Pipelines: End-to-end infrastructure for systematic data collection and preservation. Automated capture workflows, WORM-compliant storage, cryptographic hashing, and chain-of-custody documentation for court-admissible evidence.

Cloud Storage & Preservation: WORM (Write Once, Read Many) architecture for immutable evidence storage. Cloud infrastructure setup, backup workflows, long-term archival solutions, and compliance with legal hold requirements.

PII Redaction & Anonymization: Automated and manual pipelines for sensitive data handling. PII detection and redaction, document obfuscation, metadata scrubbing, and anonymization workflows supporting legal, journalistic, and research use cases.

Research and analysis

Services

Research & Advisory

Technical infrastructure services for law firms, media organizations, researchers, and corporations requiring robust evidence capture, preservation, and analysis systems. WORM-compliant storage, AI-powered correlation, and automated anonymization pipelines.

Evidence Capture Pipelines
Agent-Orchestrated Collection

Evidence Capture Pipelines

Autonomous AI agents that run end-to-end evidence collection — scheduling captures, validating outputs, and maintaining chain-of-custody documentation without manual intervention.

Learn more
AI-Powered Correlation
Multi-Agent Analysis Pipelines

AI-Powered Correlation

Multi-agent AI systems that autonomously extract entities, map relationships, and surface patterns across large datasets — coordinating LLMs, graph databases, and vector search in unified pipelines.

Learn more
WORM Storage & Preservation
Agent-Managed Immutable Archives

WORM Storage & Preservation

AI agents that configure, monitor, and maintain tamper-proof storage infrastructure — enforcing retention policies, verifying integrity, and managing legal holds autonomously.

Learn more
PII Redaction & Anonymization
Autonomous Privacy Agents

PII Redaction & Anonymization

AI agents that detect, classify, and redact sensitive information across documents, images, and databases — selecting the right anonymization strategy per jurisdiction and use case.

Learn more
Metadata & Document Obfuscation
Agent-Driven Source Protection

Metadata & Document Obfuscation

Autonomous agents that sanitize documents, strip metadata, and verify obfuscation completeness — ensuring no residual identifying information survives publication.

Learn more
Digital Forensics Infrastructure
Full-Stack Agent Platforms

Digital Forensics Infrastructure

Complete forensics platforms where AI agents manage evidence intake, hashing, timestamping, storage, and chain-of-custody tracking — unified under autonomous orchestration.

Learn more

Contact TCI

Work With Us

For engagement discussions or secure submissions, reach out through any of our channels. All communications handled with discretion.