Hosted by Denton Police Department

OSINT Incident Response

Event Intelligence Before, During & After Critical Incidents

December 7-9, 2026 Denton, Texas 24 Instructional Hours $995
REGISTER NOW

TCOLE credit is expected; final approval and details are pending through Denton Police Department.

A Different Starting Point

Most OSINT investigations start with a person. Critical incidents often don't.

A protest begins organizing online. A counter-event appears. A local issue suddenly draws national attention. People begin traveling into the area. Posts disappear, screenshots circulate, crowd estimates conflict, and the conversation moves somewhere investigators were not watching.

OSINT Incident Response teaches investigators to work that problem from the event outward - identifying the terminology, platforms, public communities, influential voices, logistics, locations, networks, and information flow surrounding a developing incident.

Commercial platforms can help aggregate information. Investigators still need the manual skills to verify results, recognize gaps, pivot to new sources, preserve relevant material, and continue working when a platform or API does not provide the answer.
The Incident Lifecycle

Before. During. After + Build.

Day 1 - Before

Detect, Discover, Map & Estimate

Find the event, identify the language and online ecosystem around it, map public information networks, estimate participation, and establish collection priorities.

Day 2 - During

Monitor, Verify, Preserve & Adapt

Follow rapidly changing information, track platform shifts, verify media and claims, reconstruct deleted or reposted content, and maintain an evolving intelligence picture.

Day 3 - After + Build

Analyze, Learn & Build

Compare predictions with outcomes, reconstruct what happened, identify intelligence gaps, and use AI-assisted development to prototype a tool for an unmet investigative need.

Core Curriculum

Practical skills for the real-time information environment

  • Event-centered OSINT and investigator OPSEC
  • Google Programmable Search Engine and advanced search
  • Event terminology, hashtag, URL, and community discovery
  • Reddit and online subculture research
  • Organizers, sources, influencers, amplifiers, and connectors
  • Local, regional, and non-local participation indicators
  • Crowd estimation and confidence ranges
  • Platform migration and real-time monitoring
  • Deleted, edited, reposted, and resurfaced content
  • Geolocation, temporal clues, and media verification
  • Metadata and file intelligence
  • RSS, saved searches, page-change detection, and keyword monitoring
  • Preservation, reproducibility, and analytical documentation
  • Post-incident intelligence review
Day 3 Capability Lab

Build the Missing Tool.

The commercial platform doesn't do it. The API costs too much. The extension disappeared. The data shouldn't leave the investigator's computer. Or maybe the tool simply doesn't exist.

Vibe Coding for Investigators

Translate an investigative workflow problem into functional requirements and use AI-assisted development to create a working prototype.

Possible Builds

Event dashboards, crowd estimators, repost timelines, public network maps, multi-platform search launchers, page-change monitors, metadata utilities, and debrief tools.

Test Before You Trust

Students test for bad inputs, false positives, incorrect assumptions, privacy risks, external network calls, and reproducibility before relying on a tool.

No programming experience is required.

Hands-On Training

Students work a developing incident from start to finish.

This is not a three-day lecture. Students work through a fictional developing incident and continually update their assessment as new information is introduced.

Practical Exercises Include

  • Search and collection planning
  • Event terminology discovery
  • Community and network mapping
  • Crowd estimation
  • Repost and deletion analysis
  • Media and metadata verification
  • Real-time incident monitoring
  • Post-event analytical review
  • AI-assisted investigative tool development

Who Should Attend

  • Law-enforcement investigators
  • Crime and intelligence analysts
  • Fusion-center personnel
  • Emergency-management professionals
  • Campus and university police
  • Threat-assessment and public-safety personnel
  • Qualified private-sector and corporate investigators
  • Corporate security and executive-protection professionals

Private-sector attendees must provide proof of qualifying employment.

Course Details

December 7-9, 2026 - Denton, Texas

Host Agency Denton Police Department
Location Denton Police Department Training Center
Address 719 E. Hickory Street, Denton, TX 76205
Dates December 7-9, 2026
Daily Hours 8:00 AM-5:30 PM
Length 24 instructional hours
Capacity Limited to 35 registrations
Certificate Plessas Experts Network Certificate of Completion
TCOLE Credit expected; final approval/details pending through Denton Police Department

$995

per student

Pay by credit card, invoice, or purchase order.

REGISTER NOW

Minimum enrollment: 14 paid registrations by December 1, 2026. If minimum enrollment is not reached, the course may be canceled or rescheduled.

Technology Requirements

Bring a laptop ready for hands-on work.

Students should bring a Windows or macOS laptop with current Chrome and Firefox browsers, internet access, and the ability to download, unzip, and run local HTML training files and utilities.

A personally controlled training laptop is strongly recommended. Agency-managed computers with restrictive browser, download, software, or AI-access policies may prevent completion of some exercises.

Instructor

Kirby Plessas

Founder & CEO, Plessas Experts Network

Kirby Plessas began her intelligence career as a U.S. Army Military Intelligence Arabic linguist and later supported open-source intelligence efforts associated with the Defense Intelligence Agency and Central Intelligence Agency. In 2007, she was part of the founding team of an innovative federal open-source intelligence center and later served as an OSINT Technical Expert supporting the U.S. Department of Homeland Security.

She has trained more than 25,000 law-enforcement professionals through programs involving FBI, DEA, and other federal, state, local, and partner agencies. Her current work focuses on OSINT, social-media investigations, AI-assisted investigations, digital evidence, investigator OPSEC, automation, and development of custom investigative tools.

Cancellation & Refund Policy

Cancellations received before November 20, 2026 receive a full refund. No refunds are available after November 20 unless the course is canceled by the host or training staff.

Registration Questions

Email: [email protected]
Phone: (202) 684-8101

Limited Enrollment

Prepare for the incident before the incident happens.

Learn how to find the event, understand the network, monitor the shift, verify what happened, and build what you need.

REGISTER FOR OSINT INCIDENT RESPONSE