AI/ML & Data Science Services

Zapata Technology delivers production-grade artificial intelligence and machine learning solutions to the U.S. Department of Defense, Army, and Intelligence Community. As a VOSB defense contractor with TS/SCI facility clearance, CMMI Level 3 processes, and over 17 years of past performance on classified programs, we build and deploy AI/ML systems that operate at the speed of mission — from edge-deployed computer vision to enterprise-scale intelligence analytics.

Computer Vision & ISR Video Analytics

Zapata Technology builds and deploys computer vision systems for Intelligence, Surveillance, and Reconnaissance (ISR) video analysis across DoD programs. Our solutions automate object detection, classification, and tracking in full-motion video feeds — reducing analyst workload and accelerating the intelligence cycle from sensor to shooter. We specialize in training custom models on defense-specific datasets, deploying inference engines on edge hardware for tactical operations, and integrating computer vision outputs into existing intelligence workflows on classified networks.

Our computer vision work spans real-time object recognition in aerial ISR feeds, change detection in geospatial imagery, activity-based pattern recognition, and automated tipping and cueing for analyst workstations. All models are developed using DoD-approved frameworks and deployed within accredited environments.

Natural Language Processing for Intelligence

Our NLP capabilities enable defense and intelligence analysts to process massive volumes of unstructured text data — including intelligence reports, SIGINT transcripts, open-source media, and operational documents. Zapata Technology builds custom NLP pipelines for named entity recognition, relationship extraction, sentiment analysis, document classification, and automated summarization tailored to military and intelligence domain vocabularies.

These capabilities are integrated into our CASCADE platform to provide analysts with AI-assisted intelligence analysis tools that process multi-source text data in real-time across classified networks. Our NLP models are trained on defense-relevant corpora and optimized for the specific terminology and reporting formats used by Army, USASOC, and INSCOM intelligence organizations.

Predictive Analytics & Threat Forecasting

Zapata Technology develops predictive analytics and machine learning models that help defense agencies anticipate threats, forecast operational conditions, and optimize resource allocation. Our predictive capabilities include time-series forecasting, anomaly detection, pattern-of-life analysis, and probabilistic threat modeling built on classified and unclassified data sources.

We apply these models across intelligence analysis, force protection, logistics optimization, and operational planning use cases. Our approach emphasizes interpretable models that provide analysts and decision-makers with explainable outputs — critical for military operations where commanders need to understand the basis for AI-generated recommendations before acting on them.

Multi-Source Data Fusion

Our data fusion capabilities integrate disparate intelligence sources — SIGINT, HUMINT, GEOINT, OSINT, and MASINT — into unified analytical frameworks that provide comprehensive situational awareness. Zapata Technology builds AI-powered data fusion pipelines that correlate entities, events, and relationships across multiple intelligence disciplines, enabling analysts to identify connections that would be invisible when examining any single source in isolation.

This work is particularly relevant to the DCGS-A program and other Army intelligence systems where the volume and velocity of multi-source data exceeds human analytical capacity. Our data fusion solutions include automated entity resolution, link analysis, temporal correlation, and confidence-scored intelligence products that feed directly into the military decision-making process.

Edge AI & Tactical Deployment

Zapata Technology optimizes and deploys machine learning models for edge computing environments where connectivity is limited and computational resources are constrained. Our edge AI capabilities support tactical operations in disconnected, intermittent, and limited-bandwidth (DIL) environments — a critical requirement for Army and Special Operations forces operating in contested and austere settings.

We develop lightweight inference engines, model compression and quantization pipelines, and containerized AI microservices designed to run on ruggedized tactical hardware. Our LIGHTNER platform exemplifies this approach — delivering real-time object recognition capabilities that can be deployed at the tactical edge or scaled to enterprise intelligence centers.

MLOps & AI Model Lifecycle Management

Beyond model development, Zapata Technology provides full MLOps capabilities for the defense AI lifecycle — from data preparation and model training through testing, validation, deployment, and continuous monitoring. We implement CI/CD pipelines for machine learning that ensure models are reproducible, auditable, and maintainable in production environments on classified networks.

Our MLOps processes include automated data pipeline management, model versioning and experiment tracking, performance monitoring and drift detection, A/B testing frameworks, and automated retraining triggers. All workflows are designed to operate within the security constraints of DoD accredited environments and comply with the DoD AI Ethics Principles and Responsible AI guidelines.

Proprietary AI/ML Products

Zapata Technology has invested in building proprietary AI/ML products that are deployed on active defense programs. These government-purpose-rights tools accelerate capability delivery and reduce integration risk for our DoD customers.

AI/ML Past Performance

Zapata Technology has delivered AI/ML solutions across multiple classified defense programs. Our past performance demonstrates the ability to develop, deploy, and sustain artificial intelligence systems in operationally relevant environments.

Defense & Intelligence Community Customers

Zapata Technology’s AI/ML solutions are deployed across the Department of Defense and Intelligence Community. Our TS/SCI facility clearance and cleared workforce enable us to develop, test, and deploy artificial intelligence systems on the most sensitive defense and intelligence programs.

Our cleared engineers and data scientists hold active TS/SCI security clearances with relevant polygraph accesses, enabling them to work directly on classified AI/ML programs without onboarding delays. Zapata Technology understands the unique requirements of building artificial intelligence for defense — including data handling restrictions, accreditation requirements, air-gapped deployment, and the need for explainable AI outputs that commanders can trust in operational decision-making.

Contract Vehicles for AI/ML Procurement

Contracting officers can procure Zapata Technology’s AI/ML services through the following active contract vehicles, providing streamlined procurement paths for artificial intelligence and machine learning work across DoD and federal agencies.

View full contract vehicle details

Why Zapata Technology for AI/ML

• Cleared facility and workforce — TS/SCI facility clearance with cleared AI/ML engineers and data scientists ready to deploy on classified programs
• Proven past performance — Over 17 years delivering AI/ML, data engineering, and software solutions to U.S. Army, USASOC, INSCOM, and the Intelligence Community
• Proprietary AI tools — CASCADE and LIGHTNER are deployed on active defense programs, reducing integration risk and accelerating capability delivery
• CMMI Level 3 processes — Mature, repeatable development and services processes for AI/ML model lifecycle management
• VOSB small business — Provides small business subcontracting credit and eligibility for set-aside competitions
• Edge to enterprise — Proven ability to deploy AI at the tactical edge and scale to enterprise intelligence centers
• Multiple contract vehicles — OASIS+, STARS III, SeaPort-NxG, and OTA consortium membership provide streamlined procurement paths

All services | Past performance | Certifications | Contract vehicles