Forward to: UAS Programs

Unmanned Systems
& Autonomy Workflows

Ten agent workflows for UAS Programs -- drone manufacturer monitoring, autonomous mission software tracking, counter-UAS intelligence, Collaborative Combat Aircraft assessment, maritime unmanned systems, ground robotics analysis, UAS airspace integration tracking, swarm technology intelligence, unmanned logistics monitoring, and autonomy systems dashboard -- enabling data-driven unmanned operations powered by comprehensive domain intelligence.

These workflows display realistic demo data for demonstration. In production, the agents connect to your real aerospace and defense data via MCP services or CSV import.
Deployment Options
The entire platform is available as a self-hosted solution or managed service
Self-Hosted
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Deploy the entire platform on your own infrastructure. Your data never leaves your environment. Bring your own LLM API key (OpenAI, Claude, Gemini) or use local LLMs. Full source code delivered.
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Data stays on your servers — no external data transfer
MCP connectors for your existing data sources, APIs, and internal platforms
Custom integration and onboarding support available
$999
2 AI Agents
5 integration hrs
$1,999
5 AI Agents
10 integration hrs
$3,999
10 AI Agents
20 integration hrs
one-time license + (optional) $999/yr updates
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We host and operate the platform for you. Upload data or connect your platforms via secure MCP services or using API. No infrastructure management needed.
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Automatic updates and new agent releases
$999/mo
2 AI Agents
5 integration hrs
$1,999/mo
5 AI Agents
10 integration hrs
$3,999/mo
10 AI Agents
20 integration hrs
includes hosting, updates & support
* price may be higher in cases of very high AI processing volumes/demands
Both options include MCP services with connectors for your existing data sources, APIs, and internal platforms. Data dictionaries define the schema contract between each agent and your data sources.
See example of production dashboards: Programmatic Trading AI Agent Dashboards →

1Drone Manufacturer Monitoring

AI agent monitors military and commercial drone manufacturer domains to track platform development, production rates, export sales, and capability enhancements.

1
Track UAS Manufacturer Signals
/products/press/investorsOpenPageRank
UAS MANUFACTURER INTELLIGENCE — 180 COMPANIES ════════════════════════════════════════════════════════ ga-asi.com — General Atomics /products: MQ-9B SkyGuardian — NATO standard MALE UAS /press: $3.2B MQ-9B sale to 5 allied nations /careers: +85 autonomy engineers — AI integration SIGNAL: MQ-9B becoming NATO standard — export pipeline growing anduril.com /products: Fury — autonomous jet-powered CCA /press: Selected as CCA Increment 1 prime contractor SIGNAL: Disruptive new entrant — $8B+ CCA opportunity skydio.com /products: X10 — autonomous short-range reconnaissance /press: US Army SRR program of record selection SIGNAL: Dominant US-made small UAS — replacing DJI in defense

2Autonomous Mission Software

AI agent monitors autonomy software companies to track AI-enabled mission planning, sensor fusion, and autonomous decision-making capabilities for unmanned platforms.

1
Track Autonomy Software Developments
/products/press/partnersDomain Ages
AUTONOMY SOFTWARE LANDSCAPE ════════════════════════════════════════════════════════ shieldai.com — Hivemind autonomy /products: Hivemind — GPS-denied autonomous flight /press: V-BAT integration for autonomous VTOL ISR SIGNAL: Hivemind expanding to manned/unmanned teaming anduril.com — Lattice platform /products: Lattice — autonomous command and control /press: 20+ DoD programs using Lattice OS SIGNAL: Lattice becoming de facto autonomous C2 platform palantir.com — AIP for defense /products: AIP — LLM-powered mission planning /press: Army TITAN program selection SIGNAL: AI-enabled planning crossing from intel to operations

3Counter-UAS Intelligence

AI agent monitors counter-drone technology providers to track kinetic and non-kinetic defeat mechanisms, detection systems, and integrated C-UAS solutions.

1
Assess Counter-UAS Capabilities
/products/press/case-studiesOpenPageRank
COUNTER-UAS TECHNOLOGY INTELLIGENCE ════════════════════════════════════════════════════════ epirus.com — High-power microwave /products: Leonidas — directed energy C-UAS /press: USMC deployed for base defense operations SIGNAL: HPM proven in operational environment — cost per shot $0 anduril.com — Integrated C-UAS /products: Sentry Tower + Anvil interceptor + Lattice C2 /press: Selected for LIDS program across Army installations SIGNAL: Full-stack C-UAS solution gaining market share C-UAS Market Overview: Global market: $8.2B by 2028 (CAGR 28%) Key drivers: Ukraine lessons, Houthi drones, base defense SIGNAL: C-UAS is fastest-growing defense segment

4Collaborative Combat Aircraft (CCA)

AI agent monitors CCA program participants to track development milestones, autonomy integration, and production planning for the next-gen unmanned wingman program.

1
Track CCA Program Intelligence
/products/press/investorsOpenPageRank
CCA PROGRAM INTELLIGENCE ════════════════════════════════════════════════════════ Increment 1 — Autonomous Wingman (IOC ~2028): anduril.com — Fury platform selected ga-asi.com — Gambit platform (Increment 2 candidate) Design Requirements: Unit cost target: $20-30M (1/3 of F-35) Autonomy level: Manned-unmanned teaming Production target: 1,000+ aircraft over 20 years SUPPLY CHAIN OPPORTUNITIES: Propulsion: Open competition — Williams/GE/P&W Avionics: Modular open systems SIGNAL: CCA is largest new-start aircraft program — $30B+

5Maritime Unmanned Systems

AI agent monitors maritime unmanned vehicle manufacturers to track USV, UUV, and autonomous ship development for naval operations and underwater warfare applications.

1
Track Maritime UxS Development
/products/press/aboutCountries
MARITIME UNMANNED SYSTEMS INTELLIGENCE ════════════════════════════════════════════════════════ austal.com — Large USV /products: LUSV — autonomous logistics vessel /press: Navy contract for 4 LUSVs — $800M SIGNAL: LUSV program accelerating — distributed maritime ops anduril.com — Dive-LD autonomous UUV /products: Dive-LD — extra-large UUV for mine warfare /press: Selected for Navy XLUUV program SIGNAL: Autonomous underwater warfare capability emerging l3harris.com — IVER UUV family /products: IVER4 — mine countermeasures UUV /press: 300+ systems delivered to 18 navies SIGNAL: Proven technology — evaluate for MCM modernization

6Ground Robotics Analysis

AI agent monitors ground robotics companies to track unmanned ground vehicle development, autonomous logistics platforms, and EOD robot capabilities for land forces.

1
Analyze Ground Robotics Landscape
/products/press/case-studiesIAB Categories
GROUND ROBOTICS INTELLIGENCE ════════════════════════════════════════════════════════ gdls.com — General Dynamics Land Systems /products: TRX — Tracked Robot 10-ton class /press: Army RCV-Medium downselect winner SIGNAL: RCV-M entering production — autonomous ground combat textron.com — Textron Systems /products: Ripsaw M5 — autonomous combat vehicle /press: Integration with Army autonomous mission command SIGNAL: Manned-unmanned ground teaming advancing bostondynamics.com /products: Spot — quadruped for base security/ISR /press: 500+ Spot robots in defense applications SIGNAL: Legged robots gaining traction for perimeter security

7UAS Airspace Integration

AI agent monitors aviation authorities and UTM providers to track UAS airspace integration rules, BVLOS approvals, and remote ID implementation that affect military UAS operations.

1
Track UAS Airspace Integration
/docs/press/complianceCountries
UAS AIRSPACE INTEGRATION TRACKER ════════════════════════════════════════════════════════ faa.gov /docs: Final rule — BVLOS operations (Part 108) /press: Remote ID enforcement active SIGNAL: BVLOS rule enables large-scale military UAS training easa.europa.eu /docs: U-space regulation — UTM for drones /compliance: Specific category operations framework SIGNAL: European UAS rules more restrictive than FAA UTM Technology Leaders: airmap.com — Largest UTM platform oneskyllc.com — DoD-focused UTM SIGNAL: UTM infrastructure maturing for military integration

8Swarm Technology Intelligence

AI agent monitors swarm robotics research and development companies to track multi-agent coordination, swarm tactics, and distributed autonomous operations capabilities.

1
Track Swarm Technology Development
/products/press/aboutDomain Ages
SWARM TECHNOLOGY INTELLIGENCE ════════════════════════════════════════════════════════ darpa.mil /press: OFFSET program — 250-drone swarm demonstration /products: ACE program — autonomous dogfighting AI SIGNAL: Swarm coordination algorithms reaching tactical viability shieldai.com /products: Hivemind swarm — multi-UAS coordination /press: 12-drone swarm in GPS-denied building clearance SIGNAL: Indoor swarm operations demonstrated — CQB application Swarm Capability Maturity: ISR swarms: Fielded — 50+ drone coordination Attack swarms: Prototype — coordinated munitions Defensive swarms: Testing — base protection SIGNAL: Ukraine accelerating swarm tactics development

9Unmanned Logistics Monitoring

AI agent monitors autonomous logistics companies to track cargo drone development, autonomous resupply systems, and unmanned logistics network capabilities for military applications.

1
Track Autonomous Logistics Development
/products/press/investorsOpenPageRank
UNMANNED LOGISTICS INTELLIGENCE ════════════════════════════════════════════════════════ jobyaviation.com — eVTOL air taxi / military logistics /products: S4 — 150mi range, 200mph, electric VTOL /press: USAF Agility Prime contract for medevac/logistics SIGNAL: eVTOL transitioning to military logistics applications zipline.com — Autonomous delivery drones /products: Platform 2 — 10lb payload, 60mi range /press: Operating medical resupply in 3 countries SIGNAL: Proven autonomous delivery — military medevac potential bell.textron.com /products: APT-70 autonomous pod transport /press: Marine Corps autonomous resupply demonstration SIGNAL: Autonomous contested logistics gaining priority

10Autonomy Systems Dashboard

AI agent synthesizes all unmanned systems intelligence into an executive dashboard providing visibility into UAS programs, autonomy development, and market trends.

1
Generate UAS Dashboard
/investors/press/productsOpenPageRank
UAS PROGRAMS DASHBOARD — FEBRUARY 2026 ════════════════════════════════════════════════════════ UAS MARKET: Companies tracked: 180 | Programs active: 45 CCA program value: $30B+ lifecycle C-UAS: Market size: $8.2B by 2028 | Growth: 28% CAGR AUTONOMY: Swarm maturity: ISR fielded, attack prototype Autonomous logistics: Demonstrations advancing
2
Generate UAS Report

UAS Programs Report — February 2026

EXECUTIVE SUMMARY ──────────────────────────────────────── UAS manufacturers: 180 tracked. CCA program: $30B+ lifecycle. C-UAS market: fastest-growing segment at 28% CAGR. Swarm technology: ISR swarms fielded, attack swarms in prototype. KEY INSIGHTS CCA represents largest new aircraft program. Anduril disrupting traditional defense primes. C-UAS demand surging from Ukraine lessons. Autonomous logistics transitioning from commercial to military. BVLOS regulatory framework enabling military training.

Agent Comparison Table

Overview of all AI agents deployed in Unmanned Systems and Autonomy workflows.

Agent NamePurposeDescriptionKey Outputs
UAS Manufacturer MonitorPlatform IntelMonitors 180 drone manufacturer domains for platform development and export salesProduct assessments, export alerts, capability comparisons
Autonomy Software TrackerAI/MLTracks autonomous mission software development for unmanned platformsTechnology readiness assessments, integration reports, vendor evaluations
C-UAS AnalystCounter-DroneMonitors counter-UAS technology providers for kinetic and non-kinetic solutionsCapability assessments, market analysis, technology comparisons
CCA Program MonitorNext-Gen AirTracks Collaborative Combat Aircraft program milestones and supply chain opportunitiesProgram dashboards, supplier alerts, opportunity assessments
Maritime UxS AnalystNaval UnmannedMonitors USV, UUV, and autonomous ship development for naval operationsPlatform assessments, program alerts, capability benchmarks
Ground Robotics ScoutLand SystemsTracks ground robotics development for combat, logistics, and security applicationsTechnology assessments, program dashboards, vendor evaluations
Airspace Integration MonitorRegulatoryMonitors aviation authorities for UAS airspace integration rules and BVLOS approvalsRegulatory alerts, compliance reports, timeline forecasts
Swarm Intel AgentMulti-AgentTracks swarm technology research and multi-agent coordination capabilitiesTechnology maturity reports, demonstration results, research alerts
Logistics UAS MonitorResupplyMonitors autonomous logistics platforms for military cargo and medevac applicationsPlatform assessments, deployment reports, use case analysis
UAS DashboardSynthesisAggregates all unmanned systems intelligence into executive dashboardsWeekly briefs, program dashboards, market trend reports

Frequently Asked Questions

Common questions about AI agent workflows for unmanned systems and autonomy intelligence.

How do agents track the rapidly evolving UAS market?
Agents monitor 180+ drone manufacturer domains across product pages, press releases, career postings, and investor disclosures. Quarterly data refreshes with change detection capture new platform announcements, production milestones, and contract awards in this fast-moving market.
What makes the CCA program trackable through domain intelligence?
CCA prime contractors and subcontractors publish development milestones, hiring signals, and partner announcements on their domains. Agents correlate these signals across multiple company domains to build a comprehensive picture of program progress and supply chain formation.
How is counter-UAS intelligence generated?
Agents monitor C-UAS technology providers, deployed system operators, and government procurement portals to track which technologies are being selected, what price points are competitive, and which capability gaps remain in layered defense architectures.
Can agents detect autonomous technology breakthroughs?
Yes. By monitoring DARPA program pages, research lab publications, and startup product announcements, agents identify autonomy breakthroughs as they transition from research to prototype to fielded capabilities, providing early intelligence on emerging capabilities.
How does regulatory tracking help military UAS operations?
Military UAS operations are increasingly affected by civilian airspace regulations. Agents monitor FAA, EASA, and international aviation authority domains to track BVLOS rules, remote ID requirements, and UTM frameworks that impact military training and operations.

Top 10 Ways AI Agents Transform Unmanned Systems Intelligence

How domain-powered AI agents reshape autonomous operations and UAS program management.

1

CCA Program Tracking

Agents monitor all CCA participants to provide comprehensive program intelligence including milestones, supply chain formation, and subcontract opportunities.

2

Counter-UAS Market Intelligence

Real-time tracking of C-UAS vendors reveals capability advances, operational deployments, and procurement trends in the fastest-growing defense segment.

3

Autonomy Technology Scouting

Agents scan autonomy software companies to identify breakthrough AI capabilities approaching operational readiness for unmanned platforms.

4

Swarm Capability Assessment

Monitoring DARPA programs and startup demonstrations reveals swarm technology maturity levels across ISR, attack, and defensive applications.

5

Maritime Unmanned Operations

Tracking USV and UUV manufacturers provides intelligence on autonomous naval capabilities for mine warfare, ISR, and logistics missions.

6

Ground Robotics Benchmarking

Agents compare ground robot capabilities across manufacturers to identify optimal platforms for combat, security, and logistics roles.

7

Regulatory Compliance Forecasting

Monitoring aviation authorities enables proactive planning for UAS airspace integration, BVLOS operations, and remote ID compliance.

8

Autonomous Logistics Planning

Tracking cargo drone and autonomous resupply developments reveals viable platforms for military logistics and contested environment resupply.

9

Startup Acquisition Targets

Domain age, funding signals, and technology maturity indicators help identify UAS startups ripe for acquisition or strategic partnership.

10

Unified Autonomy Briefs

AI agents synthesize air, maritime, and ground unmanned intelligence into comprehensive executive briefs covering the entire autonomous systems landscape.

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