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Phase I STTR: Artificially Intelligent Raman Spectrometer for Chemical and Biological Threat Detection

Rapid, affordable detection of chemical and biological threats for force protection in contested environments

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Written by Eric Adolphe

Recommended:

Blaise®: Low Cost, Pocket Sized, Artificially Intelligent Raman Spectrometer for Chemical and Biological Threat Detection

Why it matters

  • Chemical and biological threats have grown more decentralized. Lone actors, terrorist networks, and rogue scientists can now weaponize agents such as ricin, Sarin, VX, and sulfur mustard using instructions freely available online.

  • Fielded Raman spectrometers cost between $24,000 and more than $100,000, demand a chemistry background to operate, and cannot learn new threats over time. Interviews at the RDAX CBRNE Experiment found that 86 percent of respondents said a degree in chemistry was needed to run current devices.

  • Forward Edge AI's Blaise platform closes that gap with a miniaturized, artificially intelligent Raman spectrometer engineered for warfighters, medics, and security forces operating in disconnected and contested environments.

What we're doing

Forward Edge-AI's Phase I STTR project, awarded under contract FA864926P0238, is engineering Blaise, a miniaturized, artificially intelligent Raman spectrometer priced under $800 and weighing under 30 grams, built to detect more than 100 chemical and biological warfare agents with 95 percent or greater sensitivity and specificity in under six seconds. Forward Edge AI, working with Sam Houston State University as the Research Institution subcontractor, will train the artificial intelligence engine, integrate the device with the Android Tactical Assault Kit and mesh networking, and validate performance through more than 50 stakeholder interviews and a government sponsored field exercise.

Phase I will conclude with a Technology Readiness Level 6 or higher prototype, a final technical report, and a Commercialization Plan positioning Blaise for Phase II and Phase III adoption across the Department of the Air Force and allied defense partners.

Project: Phase I STTR, Proposal FX25E-PTCSO1-0541, “AI Powered, Field Ready Detection of Chemical and Biological Threats for Immediate Force Protection in Contested Environments”

  • Engineering a custom built Raman spectrometer priced under $800 and weighing under 30 grams, using a double layer disordered metasurface design that removes costly optical components while preserving lab grade performance.

  • Training a Deep Neural Network, Vision Transformer, and explainable AI engine to classify more than 100 chemical and biological warfare agents, including ricin, Sarin, VX, and sulfur mustard, targeting 95 percent or greater sensitivity and specificity in under six seconds.

  • Applying Continuous Wavelet Transform preprocessing to sharpen spectral resolution and reduce noise under field conditions.

  • Integrating the device with the Android Tactical Assault Kit and mesh networking so units can share real time, geospatial threat data without relying on cloud connectivity.

  • Conducting more than 50 stakeholder interviews with Air Force Special Operations Command, Pararescue units, and the Air Force Security Forces Center to refine device ergonomics, the user interface, and mission fit.

Why you should care

  • Pararescue teams, Air Force Special Operations Command units, and base defense forces would gain a lightweight diagnostic tool for point of injury care, site exploitation, and perimeter sweeps, without requiring a chemistry background to operate it.

  • Contracting teams gain a validated pathway toward Phase II and Phase III sole source procurement once feasibility milestones are met.

  • Analysts tracking the defense industrial base gain visibility into a project addressing an enduring need. More than 124 prior SBIR and STTR funded Raman spectrometer efforts exist, yet none combine artificial intelligence, affordability, and mesh network integration in a single platform.

Strategic military and commercial impact

  • Military Applications: Supports Chemical, Biological, Radiological, and Nuclear defense missions across Air Force Special Operations Command, Pararescue, and the 75th Security Forces Squadron, directly aligned with Defense Threat Reduction Agency counter Weapons of Mass Destruction priorities.

  • Commercial Adoption: The same detection engine extends into food safety inspection, agricultural compliance, border security, and public health surveillance, addressing a Raman spectroscopy market projected to exceed $14 billion by 2030.

  • Economic Return: Forward Edge AI estimates that every dollar of taxpayer investment in the Blaise Research, Development, Test, and Evaluation effort could return approximately $30 over five years through reduced per test laboratory costs and dual use commercial revenue growth.

Stakeholders

How to engage

A Federal Agency may enter into a Phase III SBIR/STTR agreement at any time with a Phase I OR II Awardee. A subcontract to a Federally funded prime contract may be a Phase III award.

  1. Step 1 Requirements Document: Prepare a Statement of Work (SOW), Statement of Objectives (SOO), or Performance Work Statement (PWS), or use our automated tool to generate a document

  2. Step 2 Market Research: Use this page as your market research, or view a list of other eligible projects, then request a Rough Order Magnitude (ROM) from Forward Edge-AI

  3. Step 3 Funding: Performed by the government

  4. Step 4 Sole Source Justification: A Memorandum for the Record is required in lieu of a J&A or SSJ

  5. Step 5 Provide Requirements Package to Contracting Officer: Performed by the government

  6. Step 6 Solicitation: Performed by the government

  7. Step 7 Pre-Negotiation Memorandum: Use GSA CALC as a benchmark to determine fair and reasonableness of our ROM

  8. Step 8: Contract Award: Performed by the government

Language for Step 4 (Determination and Finding):

  • Artificial Intelligence (CNN/RNN), Android ATAK, Federated Learning Marketplace, Machine Learning, Microsoft Azure, signal processing (Wavelet and Fourier transformation), Raman Spectroscopy

  • Contested logistics (fuel and water quality testing), Chemical, Biological, Radiological, and Nuclear (CBRN) detection, explosives detection, Expeditionary Environments

List of Phase III contracts awarded so far

  • Come back soon

Awarding Agency

Department of the Air Force, AFWERX, Air Force Research Laboratory

Contract Number

FA864926P0238

Requisition Number

F4FBEQ6134A0AJ

Topic Number

AFX25E-PTCSO1

Contractor Name

Forward Edge AI, Inc.

Contractor Address

10108 Carter Canyon, San Antonio, TX 78255

Award/Effective Date

June 24, 2026

The Government's rights to use, modify, reproduce, release, perform, display, or disclose technical data or computer software marked with this legend are restricted during the period shown, as provided in the Rights in Other Than Commercial Technical Data and Computer Software clause for the Small Business Innovation Research and Small Business Technology Transfer programs contained in the identified contract. After the expiration date shown above, the Government retains perpetual government purpose rights as provided in that clause. Any reproduction of technical data, computer software, or portions of either marked with this legend must also reproduce the markings.

Restrictions on use of Forward Edge AI information in bids and proposals apply. Contact Forward Edge AI for guidance before citing this project in a competing submission.

© 2026 Forward Edge AI, Inc. All rights reserved.

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