Topologe

What Topologe does

Topologe, LLC is a privately held small business founded in 2002 and headquartered in Fairfax, Virginia, with a secondary office in Burlington, Massachusetts. The company provides artificial intelligence, cybersecurity, software development, data management, and IT infrastructure services, with a primary customer base in the U.S. Federal Government spanning defense, civilian, and aviation agencies (including the FAA, Department of the Air Force, U.S. Coast Guard, U.S. Navy, U.S. Army Corps of Engineers, DISA, Department of Veterans Affairs, Department of the Interior, and U.S. Fish & Wildlife Service). A secondary commercial segment is referenced in company materials, though no commercial logos are named.

Topologe operates a portfolio of seven proprietary AI products. LLM Defender is an AI-native cybersecurity solution for detecting weaponized large language models using metalinguistic watermarking and behavioral clustering. IonoScan applies physics-informed AI (Hamiltonian Neural Networks) to detect and track hypersonic threats by analyzing ionospheric disturbances. STACI and FACI are counter-AI deception systems that defeat drone-based classification and facial recognition respectively. ClearPath processes air traffic control transcripts using LLMs to flag safety risks; FlyBy clusters aviation safety reports using NLP; and CyBy performs high-speed network anomaly detection. The company holds ISO 9001:2015, ISO 20000-1:2018, and ISO 27001:2013 certifications, CMMI Dev Level 3 appraisal, DCAA audit approval, and an approved Secret Facility Security Clearance.

The business model combines professional services (AI consulting, custom software development, data analytics, managed IT) with product licensing of proprietary AI offerings through federal contract vehicles (GSA MAS, OASIS SB, VETS 2, SeaPort NxG, FAA eFAST, AI Talent 2.0) and government marketplaces (CDAO Tradewinds, DARPA ERIS). Pricing is quote-based and not publicly disclosed. Notable validations include winning the 2023 GSA Applied AI Challenge on LLMs out of 88 entries, deploying the FAA's first operational AI model, and an MIT CSAIL-certified team. The company is founder-controlled under CEO Alejandro Sarmiento, with no disclosed institutional investors or external funding.

Name

Topologe

Legal name

Topologe, LLC

Website

https://topologe.com

Company type

Private

Founded year

2002

Operating status

Operating

Headcount range

11–50 employees

Short description

Topologe is a Fairfax, VA-based small business that provides AI, cybersecurity, and IT solutions primarily to U.S. federal defense, civilian, and aviation agencies. The firm develops proprietary products including LLM Defender, IonoScan, and ClearPath, delivered through multiple federal contract vehicles.

Ownership category

akta.pro rank

Product category

Government AI Software and Services

NAICS

Custom Computer Programming Services (541511), Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511), Computer Systems Design and Related Services (54151)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373), Search, Detection, Navagation, Guidance, Aeronautical Sys (3812)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industries

Prompt Security & Injection Defense (HDAAAKAE), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Autonomy Software, AI & Mission Management (UAS/UXV) (IMABAIAH), Integrated Modular Avionics (IMA) & Avionics Computing Platforms (IMABAFAI)

Keywords

• AI cybersecurity software
• Federal IT services
• Machine learning development
• Natural language processing
• Anomaly detection platforms

Headquarters

HQ city

Washington

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. AI Services: Professional services including AI strategy and consulting, machine learning model development, NLP, computer vision, AI integration, data labeling, model maintenance, and AI-driven automation.
2. Software and Application Development: Custom software development, web and mobile applications, API development, system integration, and ongoing maintenance and support services.
3. Data Management and Analytics: Big data processing, data warehousing, mining, visualization, business intelligence solutions, data governance, and ETL services.
4. IT Infrastructure and Cloud Services: Cloud migration, management, IT infrastructure management, support, data center management, virtualization, and DevOps/CI/CD pipeline services.
5. AI Product Licensing: Government-awardable AI products including LLM Defender and ionoScan available through government marketplaces for prototype development and rapid funding contracts.

Go-to-market motion2 records

Distribution channels8 records

Marketing channels2 records

Core offering

Topologe develops and sells proprietary AI products (LLM Defender, STACI, FACI, ClearPath, FlyBy, CyBy, IonoScan) for cybersecurity, defense, and aviation safety use cases, alongside professional AI and IT services including machine learning development, NLP, computer vision, custom software engineering, data analytics, and managed cloud/infrastructure services. The company's solutions are designed for deployment in classified, enclave, and tactical environments, with primary delivery to U.S. federal government agencies through multiple contract vehicles and government marketplaces.

Product overview

Topologe is an AI solutions company offering a portfolio of specialized products for government and commercial clients. The product suite includes: LLM Defender for cybersecurity against weaponized AI; STACI and FACI for visual and facial recognition deception; ClearPath for air traffic safety; FlyBy for aviation report analysis; CyBy for cyber threat detection; and IonoScan for hypersonic threat detection. These solutions share core AI capabilities in anomaly detection, NLP, and computer vision, with products designed for deployment in classified, enclave, and tactical environments.

Differentiator

Problem solved

Functional benefit

Products and services

• LLM Defender AI-native cybersecurity solution that detects and disrupts weaponized large language models. Combines metalinguistic watermarking, automated malware triage, and behavioral clustering for real-time threat detection against adversarial AI in mission-critical communications. Architecture supports secure operation in classified, enclave, and tactical environments.
• STACI (Stealth Technology Active Camouflage Intelligence) AI-powered deception system using a compact hardware/software module with electrophoretic displays to disrupt drone-based classification. Causes enemy systems to misidentify vehicles, boats, buildings, or forward assets as 'friendly' or invisible without requiring access to adversary models.
• FACI (Face Active Camouflage Intelligence) Facial anomaly camouflage system that uses a computer-controlled makeup device to apply imperceptible changes to a person's face. Exploits neural network vulnerabilities causing misclassification by facial recognition systems without needing access to adversary models.
• ClearPath Air traffic communications visualizer that extracts pilot intent and controller instructions from ATC transcripts. Uses state-of-the-art Large Language Models and a configurable multi-pass analysis pipeline to identify mismatches, clarify instructions, and flag risks such as runway contention or in-air collisions.
• FlyBy Anomaly detection and visualization tool for triaging large volumes of text-based reports. Uses NLP to measure text similarity and clusters messages into an interactive 3D space so analysts can inspect, group, and prioritize thousands of related data points.
• CyBy High-speed anomaly detection system for identifying cyber threats that traditional signature-based tools miss. Spots unusual patterns in network traffic and flags suspicious behavior in real time; recommends countermeasures ranked by mission impact and risk with full transparency into decision-making.
• IonoScan AI-native system for detecting hypersonic threats by analyzing ionospheric disturbances. Uses physics-informed AI (Hamiltonian Neural Networks) to track maneuverable threats with high accuracy even when radar and optical systems fail. Predicts trajectories, maintains custody, and ranks threat responses by mission impact.
• AI Professional Services Professional services including AI strategy and consulting, machine learning model development, natural language processing (chatbots, sentiment analysis, text processing), computer vision (image and video analysis, object detection, facial recognition), AI integration, data labeling and annotation, AI model maintenance, and AI-driven automation including robotic process automation (RPA).
• Software and Application Development Services Comprehensive software development services including custom web and mobile application development, API development and integration, ongoing software maintenance and support, UI/UX design, and system integration connecting disparate software systems.
• Data Management and Analytics Services Services covering big data processing, data warehousing, data mining and visualization, business intelligence (BI) solutions, data governance, and ETL (Extract, Transform, Load) services for data integration from various sources.
• IT Infrastructure and Cloud Services Cloud migration and management, IT infrastructure management and support, data center management, virtualization, and DevOps/CI/CD pipeline services delivered as managed services for federal and commercial clients.

Quantifiable outcome

• 500+ successful projects delivered
• +3 more outcomes

Named customers9 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature7 records

Partnerships

One partnership is on record.

• MIT CSAILminorOthersTopologe's team is certified by MIT Computer Science and Artificial Intelligence Laboratory, providing specialized AI expertise and research capabilities.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Rebellion Defense: Rebellion builds AI-enabled mission systems (e.g., target recognition, ISR planning) for the DoD, similar to Topologe's STACI/FACI computer-vision deception and IonoScan hypersonic-detection stack for defense buyers.
• D-Fend Solutions: D-Fend Solutions sells AI-powered counter-drone / counter-UAS systems to defense and homeland-security buyers. Directly comparable to Topologe's STACI counter-classification product aimed at defeating autonomous drone-based target recognition.
• Anduril Industries: Anduril builds AI-enabled defense systems (autonomy, counter-drone, ISR) sold to DoD. Comparable to Topologe as a defense-focused AI vendor pushing proprietary product IP through DoD marketplaces and prototype programs rather than purely as a services shop.
• Shift5: Shift5 provides AI/ML anomaly detection on aviation and rail platform data, including for federal customers. Topologe's CyBy and FlyBy address the same on-platform text/sensor anomaly-detection use case at the federal aviation/defense layer.
• Hidden Level: Hidden Level provides AI-enabled airspace monitoring and drone-detection services to defense and critical-infrastructure customers. Overlaps with Topologe's STACI counter-classification and IonoScan threat-detection positioning.
• Shield AI: Shield AI develops AI/pilot autonomy and counter-UAS software sold to the DoD. Topologe's STACI counter-classification and IonoScan hypersonic tracking both serve the same DoD counter-UAS and missile-defense buyer that Shield AI targets.
• BigBear.ai: BigBear.ai delivers AI-driven decision intelligence, anomaly detection, and threat analytics to DoD and intelligence customers. Topologe's CyBy, FlyBy, and IonoScan play in a directly overlapping anomaly/threat-detection federal-AI niche.

Broad incumbents

• Booz Allen Hamilton: Booz Allen is a major federal AI/IT services integrator serving DoD and civilian agencies (FAA, DISA, USAF) — exactly Topologe's buyers. It competes for the same federal AI services and product-prototype dollars that Topologe pursues.
• Palantir Technologies: Palantir provides AI/data platforms (Gotham, Foundry, AIP) for defense and intelligence buyers. Comparable as a federal-defense AI incumbent whose customers also procure AI anomaly detection and LLM-security capabilities Topologe sells.
• SAIC: SAIC provides IT and AI engineering services across defense, intelligence, and aviation (SeaPort, FAA programs), making it a direct federal-services competitor to Topologe's AI/IT services franchise on the same contract vehicles.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/topologe

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Topologe