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.

We deploy autonomous agent pipelines that handle the full evidence capture lifecycle. Rather than manually configuring scrapers and writing cron jobs, our AI agents orchestrate the entire process: identifying targets, selecting the right capture method, scheduling recurring collections, validating output integrity, and flagging anomalies for human review.
The agents coordinate across multiple capture tools — web archiving, social media APIs, media downloaders, and custom scrapers — choosing the right approach for each source. Every capture is automatically timestamped, hashed (SHA-256), and stored with full provenance metadata. The system self-monitors, retries on failure, and escalates only when human judgment is genuinely needed.
This agent-first approach means that what previously required a team of analysts running manual collection workflows now runs autonomously with higher consistency and complete audit trails.
Service Highlights
- Autonomous capture agents with self-monitoring
- Multi-tool orchestration (WARC, APIs, scrapers)
- Automated SHA-256 hashing at capture time
- Agent-managed scheduling & retry logic
- Real-time anomaly detection and escalation
- Full provenance tracking without manual logging
Technology Stack
Archive-It / Webrecorder
WARC-compliant web capture tools for creating authenticated, timestamped archives of web content with full fidelity.
- WARC format preservation
- JavaScript rendering capture
- Authenticated session recording
- Replay verification
HTTrack / wget
Command-line tools for recursive website downloading and offline archival of complete site structures.
- Recursive crawling
- Rate limiting & politeness
- Link rewriting for offline use
- Resume interrupted downloads
yt-dlp / gallery-dl
Specialized downloaders for video, audio, and image content from platforms with metadata preservation.
- Multi-platform support
- Metadata extraction
- Format selection
- Playlist handling
Interested in Evidence Capture Pipelines?
Contact us to discuss your requirements and how we can help build the right infrastructure for your needs.
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