Platform Documentation
Production workflow, source-linked examples, and review practices for the Dissection Labs intelligence platform.
Production Pipeline Overview
1 Evidence Ingestion
Exa Neural Search retrieves and structures primary source evidence — SEC filings (10-K, 10-Q, 8-K), federal court dockets, regulatory enforcement actions, and corporate press releases. Coverage depends on source availability and operator review.
2 Deep Research Synthesis
The provider router supports Claude for drafting alongside configurable alternatives. Research is supplied as structured context; model selection and context size depend on the production run.
3 Narrative Construction
Structured JSON output schemas drive automated chapter partitioning, narrative arc sequencing, and voiceover timing. Each production follows a 6-chapter deep-dive format with hook, tension, and analytical resolution.
4 Adversarial Verification
Extracted claims are checked against research and source evidence. Content-Title Parity (CTP) checks and profile-specific thresholds help detect material mismatches. Technical passes remain subject to human editorial approval.
5 Audiovisual Rendering
Automated voiceover synthesis, stock footage selection, motion graphics, and chapter-level rendering. Each chapter is independently rendered and validated before final concatenation.
6 Distribution & Analytics
Approved productions are distributed using the YouTube Data API. Post-publish reports support operator decisions about topics and packaging.
Representative Production Work
These examples describe existing editorial projects. They do not establish enterprise customers, independently audited accuracy, or a particular model's execution history.
Northvolt: Financing, Production and Bankruptcy
A six-chapter documentary project separating financing announcements, production progress, bankruptcy milestones and Volkswagen's accounting write-down. The source record does not establish a single cause or an exact burn rate.
CrowdStrike: Channel File 291
An existing Hack Debrief documentary examines the July 2024 outage and software deployment risk. The outage is discussed as an operational failure rather than a malicious intrusion.
Documentary link from the production record · CrowdStrike incident report
Platform Architecture & Pilot Access
Our production engine combines Python orchestration, structured JSON schemas, adversarial verification reports, and multi-modal rendering. We are actively preparing our core orchestration pipeline for scalable cloud infrastructure and offer invite-only architecture walkthroughs and private pilot workflows for select media and research teams.
Contact founder@dissectionlabs.online to request a platform demo or discuss private pilot workflows. Publication requires human approval. Automated checks reduce risk but do not guarantee factual accuracy.