The Right Experts

Niche Witnessing and Reviews

SpaceTimeWorks brings you Ph.D.-credentialed Enterprise AI and Analytics expertise with 18+ years of building, deploying, and auditing production systems at scale.

Availability as expert witness, technical reviewer, and litigation consultant when you need a Tier 1 Technical Expert for litigation and regulatory proceedings.

Service Types

The Expert Witness, Technical Reviewer, and Litigation Consultant You Need

We offer services in the following lines of expertise:

Consulting Expert

  • Advise attorneys on technical merits
  • Review opposing expert reports
  • Not disclosed

Testifying Expert

  • Full disclosure
  • Written report
  • Deposition
  • Trial testimony

Technical Review

Reviews for law firms, including:

  • Software
  • Data systems
  • ML model docs

Neutral / Court-Appointed Expert

Appointed by court in complex technical disputes.

Regulatory/Compliance Advisory

Technical expert support for agency proceedings (FTC, SEC, CFPB.)

Key Differentiators

Why Choose SpaceTimeWorks for Expert Witness

Our team brings a rare combination of academic rigor (Ph.D., peer-reviewed publications, active Associate Editorship), deep enterprise platform experience from 18+ years in industry, and current practitioner credibility (UCSD Lecturer, Agentic AI certifications).

We believe these credentials genuinely qualify us as Tier 1 technical expertise for litigation and regulatory proceedings.

  • Credential: Ph.D.: Meets Daubert/FRE 702 expert qualification threshold without challenge.

  • Credential: Associate Editor in peer-reviewed journal: Demonstrates ongoing standing in the scientific community, and hard to impeach.

  • Credential: 12 years as Principal Architect/PO in Industry: Direct enterprise platform knowledge; can speak to industry standards of care.

  • Credential: 6 Years Senior Developer in Industry: Rare first-hand product development knowledge in commercial analytics software.

  • Credential: UCSD Lecturer: Active academic role; reinforces teaching/explaining complex topics clearly.

  • Credential: Agentic AI & GenAI certifications: Currency with AI Technology.

  • Credential: Spatiotemporal analysis & uncertainty quantification: Extremely niche level; strong for environmental, geospatial, and public health litigation.

Domain Scenarios

Target Case Types

An indicative listing of cases we can help you with:

1. AI Bias & Algorithmic Discrimination
  • Hiring
  • Lending
  • Housing
  • Criminal justice
2. Analytics Platform Failures
  • Enterprise data systems
  • SLAs
  • Software defects
3. Software Licensing Disputes

Disputes across enterprise platforms.

4. MLOps & Data Pipeline Failures
  • Production AI/ML system outages
  • Incorrect outputs causing business harm
5. Generative AI & IP Disputes
  • Training data
  • Output attribution
  • AI-generated content liability
6. Spatiotemporal & Environmental Data Cases
  • Geospatial accuracy
  • Environmental monitoring
  • Public health analytics
7. Patent Litigation

Claim construction and infringement analysis for analytics/AI patents.

8. Regulatory Enforcement
  • FTC AI fairness actions
  • SEC algorithmic trading
  • CFPB model risk