Forward to: Supply Chain

Supply Chain & Materials
Workflows

Ten agent workflows for Supply Chain -- aerospace supplier health monitoring, rare earth material tracking, titanium supply intelligence, semiconductor dependency analysis, single-source risk assessment, supplier qualification tracking, logistics and transportation intelligence, counterfeit parts detection, raw material price monitoring, and supply chain dashboard -- enabling resilient supply chains powered by 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
RECOMMENDED FOR ENTERPRISE
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.
Complete source code (Python agents, PHP dashboards, MCP services)
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
Managed Platform
FOR AGENCIES & TEAMS
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.
Fully managed — no DevOps required on your side
Secure data upload or API-based MCP integration
Dashboard access with your own branded login
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 →

1Aerospace Supplier Health Monitoring

AI agent monitors aerospace supplier domains to track financial health, production capacity, delivery performance, and operational risks across the supply base.

1
Assess Supplier Health Signals
/investors/press/careersOpenPageRank
SUPPLIER HEALTH MONITORING — 1,800 SUPPLIERS ════════════════════════════════════════════════════════ HEALTHY (1,420 suppliers): Stable financials, adequate capacity, on-time delivery WATCH LIST (310 suppliers): spiritaero.com — Spirit AeroSystems /investors: Debt/EBITDA: 8.2x — critical level /press: Boeing acquisition proceeding — regulatory review /careers: -15% workforce — cost reduction SIGNAL: Integration uncertainty — monitor fuselage delivery rates HIGH RISK (70 suppliers): triumphgroup.com /investors: Revenue decline 18% — divesting non-core SIGNAL: Restructuring may impact delivery schedule — qualify alternates

2Rare Earth Material Tracking

AI agent monitors rare earth mining and processing companies to track supply availability, pricing trends, and geopolitical risks affecting defense-critical materials.

1
Monitor Rare Earth Supply Signals
/investors/press/productsCountries
RARE EARTH SUPPLY INTELLIGENCE ════════════════════════════════════════════════════════ mp.com — MP Materials (Mountain Pass) /investors: NdPr production: 44,000 MT/yr — US supply /press: Magnetics facility producing NdFeB magnets SIGNAL: US rare earth processing capacity growing lynas.com — Lynas Rare Earths (Australia) /products: Kalgoorlie cracking plant — non-China processing /investors: Contracted to DoD for heavy rare earth processing SIGNAL: Allied source for heavy REE — defense stockpile partner China Dependency Risk: Light REE: 60% China-dependent (down from 80%) Heavy REE: 85% China-dependent Permanent magnets: 90% China-dependent SIGNAL: China export restrictions on Ge/Ga expanding to magnets

3Titanium Supply Intelligence

AI agent monitors titanium producers and aerospace forging companies to track supply availability, pricing, and sanctions impacts on the titanium supply chain.

1
Track Titanium Supply Chain
/products/investors/pressCountries
TITANIUM SUPPLY CHAIN INTELLIGENCE ════════════════════════════════════════════════════════ timet.com — TIMET (PCC) /products: Aerospace titanium mill products — 45% US market /press: Capacity expansion for next-gen engine alloys SIGNAL: US titanium capacity adequate for current demand vsmpo-avisma.com — VSMPO-Avisma (Russia) /press: Sanctions impact — Western customers divesting SIGNAL: Russian titanium supply eliminated — prices up 22% Titanium Market Status: Sponge supply: Tight — 3-month inventory Mill product lead time: 18-24 months Price trend: +22% YoY post-Russia sanctions SIGNAL: Lock in long-term titanium supply agreements

4Semiconductor Dependency Analysis

AI agent monitors defense-grade semiconductor suppliers to track production capacity, obsolescence risks, and trusted foundry access for mission-critical electronics.

1
Assess Semiconductor Supply Risks
/products/press/investorsCountries
DEFENSE SEMICONDUCTOR INTELLIGENCE ════════════════════════════════════════════════════════ globalfoundries.com — GF (Trusted Foundry) /products: 12nm FinFET for defense applications /press: $1.5B CHIPS Act funding for defense fab expansion SIGNAL: Domestic trusted foundry capacity expanding microchip.com — Radiation-hardened /products: Rad-hard FPGAs and processors for space /press: Lead times extended to 52 weeks for space-grade SIGNAL: Space-grade semiconductor bottleneck — plan 18 months ahead Defense Semiconductor Risks: Trusted foundry capacity: Limited to 3 providers Rad-hard supply: 52+ week lead times Obsolescence: 280 DMSMS cases active

5Single-Source Risk Assessment

AI agent identifies and monitors single-source dependencies across the aerospace supply chain, tracking supplier health and qualifying alternate sources for critical components.

1
Map Single-Source Dependencies
/products/investors/aboutIAB Categories
SINGLE-SOURCE DEPENDENCY ANALYSIS ════════════════════════════════════════════════════════ Component Sole Source Program Impact Risk F135 fan blades prattwhitney.com F-35 Critical B-21 canopy pfrplastics.com B-21 Critical Scramjet fuel aerojet.com Hypersonic High IR sensors rtx.com Multi-program Medium Carbon fiber hexcel.com Multi-program Medium Single-source items identified: 340 Critical (program-stopping): 28 SIGNAL: Qualify alternate sources for top 28 critical items

6Supplier Qualification Tracking

AI agent monitors supplier qualification processes to track AS9100 certifications, NADCAP accreditations, and special process approvals across the supply base.

1
Track Supplier Qualifications
/compliance/about/productsOpenPageRank
SUPPLIER QUALIFICATION INTELLIGENCE ════════════════════════════════════════════════════════ Certification Status (1,800 suppliers): AS9100 Rev D: 92% certified NADCAP: 78% accredited (for applicable processes) ITAR registered: 96% (where required) Qualification Alerts: 3 suppliers — AS9100 lapsed this quarter 8 suppliers — NADCAP audit scheduled (risk of lapse) 12 new suppliers qualified this quarter SIGNAL: Monitor 8 suppliers with upcoming NADCAP audits

7Logistics & Transportation Intelligence

AI agent monitors freight carriers, logistics providers, and customs authorities to track shipping constraints, transit times, and transportation costs affecting aerospace supply chains.

1
Track Logistics Performance
/products/press/aboutCountries
AEROSPACE LOGISTICS INTELLIGENCE ════════════════════════════════════════════════════════ Ocean Freight (Asia-US): Transit time: 28 days (up from 22) Rates: $4,200/TEU (up 35% YoY) SIGNAL: Red Sea disruptions continuing — plan alternate routing Air Freight (critical components): Capacity: Adequate for aerospace volumes Rates: Stable at $4.80/kg trans-Pacific Customs & Trade: Section 301 tariffs: China tariffs at 25% for most inputs UFLPA enforcement: 14 detained shipments this quarter SIGNAL: UFLPA solar/polysilicon enforcement affecting electronics supply

8Counterfeit Parts Detection

AI agent monitors parts authentication services, GIDEP alerts, and industry databases to track counterfeit component threats and protect aerospace manufacturing integrity.

1
Monitor Counterfeit Threats
/security/press/docsOpenPageRank
COUNTERFEIT PARTS INTELLIGENCE ════════════════════════════════════════════════════════ GIDEP Alerts (2026 YTD): Counterfeit reports: 42 Suspect parts: 128 Top categories: ICs (38%), passives (24%), connectors (18%) erai.com — Parts authentication /press: Record counterfeit submissions in 2025 /products: AI-powered visual authentication reaching 99.2% accuracy SIGNAL: Counterfeit sophistication increasing — upgrade inspection High-Risk Procurement Channels: Independent distributors: Highest counterfeit risk Authorized distributors: Lowest risk — preferred channel SIGNAL: Enforce authorized-only procurement for flight-critical parts

9Raw Material Price Monitoring

AI agent monitors commodity exchanges, material producer domains, and industry price indexes to track raw material costs affecting aerospace manufacturing budgets.

1
Track Material Price Signals
/products/investors/pressOpenPageRank
AEROSPACE MATERIAL PRICE INTELLIGENCE ════════════════════════════════════════════════════════ Material Current YoY Change Trend Titanium sponge $14.20/kg +22% Rising Aluminum 7075 $3.80/kg +8% Stable Inconel 718 $42/kg +15% Rising Carbon fiber $28/kg -3% Declining Copper $9.20/kg +12% Volatile FORECAST: Titanium: Continued increase through 2027 Inconel: Supply tight — engine demand driving prices SIGNAL: Lock in titanium and Inconel pricing for 2027 programs

10Supply Chain Dashboard

AI agent synthesizes all supply chain intelligence into an executive dashboard providing visibility into supplier health, material risks, and procurement performance.

1
Generate Supply Chain Dashboard
/investors/press/productsOpenPageRank
SUPPLY CHAIN DASHBOARD — FEBRUARY 2026 ════════════════════════════════════════════════════════ SUPPLIER HEALTH: Total monitored: 1,800 | Healthy: 1,420 Watch list: 310 | High risk: 70 MATERIALS: Titanium: +22% YoY | REE: China-dependent Semiconductors: 52-week lead times (space-grade) SINGLE SOURCE: Critical items: 28 | Alternate qualification: In progress for 12
2
Generate Supply Chain Report

Supply Chain Report — February 2026

EXECUTIVE SUMMARY ──────────────────────────────────────── Suppliers monitored: 1,800. High risk: 70. Single-source critical: 28. Titanium prices up 22% post-Russia sanctions. REE China dependency remains at 85-90% for heavy elements and magnets. KEY INSIGHTS Spirit AeroSystems Boeing acquisition creates transition risk. Titanium and Inconel prices rising — lock long-term contracts. Space-grade semiconductors face 52-week lead times. UFLPA enforcement impacting electronics supply. Counterfeit parts sophistication increasing — upgrade authentication protocols.

Agent Comparison Table

Agent NamePurposeDescriptionKey Outputs
Supplier Health MonitorRisk AssessmentMonitors 1,800 aerospace suppliers for financial health, capacity, and operational risksHealth scores, risk alerts, delivery forecasts
Rare Earth TrackerStrategic MaterialsTracks rare earth mining and processing for supply availability and geopolitical risksSupply forecasts, pricing trends, dependency analysis
Titanium AnalystMetal SupplyMonitors titanium producers for supply, pricing, and sanctions impactsPrice forecasts, supply alerts, contract recommendations
Semiconductor MonitorElectronicsTracks defense semiconductor suppliers for capacity, obsolescence, and lead timesLead time alerts, DMSMS reports, foundry assessments
Single-Source MapperDependency AnalysisIdentifies and monitors single-source dependencies across critical programsDependency maps, risk scores, qualification plans
Qualification TrackerCertificationsMonitors supplier AS9100, NADCAP, and special process certificationsCertification dashboards, lapse alerts, audit schedules
Logistics MonitorTransportationTracks freight carriers and customs for shipping constraints and cost changesTransit alerts, rate analysis, route recommendations
Counterfeit DetectorParts IntegrityMonitors counterfeit part threats and authentication service developmentsGIDEP alerts, risk assessments, inspection recommendations
Material Price TrackerCommoditiesMonitors aerospace raw material prices and supply-demand dynamicsPrice dashboards, forecasts, hedging recommendations
Supply Chain DashboardSynthesisAggregates all supply chain intelligence into executive dashboardsWeekly briefs, risk dashboards, procurement recommendations

Frequently Asked Questions

How do agents assess supplier financial health from domains?
Agents analyze investor pages for financial metrics, career pages for hiring trends (declining headcount signals distress), press releases for restructuring announcements, and leadership pages for management changes. These signals combine to create supplier health scores.
Can domain intelligence predict supply chain disruptions?
Yes. Supplier domains reveal early warning signals -- financial stress on investor pages, workforce reductions on career pages, facility closures on press pages, and quality issues on compliance pages -- often 3-6 months before disruptions impact delivery schedules.
How many aerospace suppliers are in the database?
The database covers 1,800+ aerospace suppliers including prime contractors, Tier 2-3 suppliers, material producers, semiconductor manufacturers, and logistics providers, with 20 page types monitored per domain.
What materials are most critical to track for aerospace?
Titanium, rare earth elements (particularly heavy REE and permanent magnets), specialty alloys (Inconel, Waspaloy), radiation-hardened semiconductors, and carbon fiber are the most critical aerospace materials with supply chain vulnerabilities.
How does the system help with counterfeit parts prevention?
Agents monitor GIDEP alert databases, parts authentication service providers, and industry publications to track counterfeit part trends, identify high-risk procurement channels, and recommend authentication protocols for critical components.

Top 10 Ways AI Agents Transform Aerospace Supply Chain Intelligence

1

Supplier Risk Early Warning

Domain signals detect supplier financial distress, leadership departures, and capacity reductions months before delivery impacts materialize.

2

Strategic Material Forecasting

Agents track rare earth, titanium, and specialty alloy producers to forecast supply constraints and pricing trends for long-term procurement planning.

3

Single-Source Dependency Mapping

Automated mapping of single-source dependencies across programs identifies the most critical risks requiring alternate source qualification.

4

Semiconductor Lead Time Tracking

Monitoring defense semiconductor suppliers provides early warning of lead time extensions and obsolescence issues affecting mission-critical electronics.

5

Certification Compliance Monitoring

Agents track AS9100 and NADCAP certifications across the supply base, alerting when suppliers risk certification lapses.

6

Counterfeit Part Intelligence

Monitoring authentication services and GIDEP alerts helps procurement teams avoid counterfeit components entering the aerospace supply chain.

7

Logistics Disruption Forecasting

Tracking freight carriers and trade route disruptions enables proactive shipping route changes and inventory buffer adjustments.

8

Material Price Optimization

Real-time price tracking across commodity markets enables strategic purchasing timing and long-term agreement negotiation.

9

Geopolitical Risk Assessment

Country-level domain analysis reveals how sanctions, trade restrictions, and political instability affect supply chain reliability.

10

Unified Supply Chain Visibility

AI agents synthesize supplier health, material pricing, logistics, and risk data into a single dashboard replacing fragmented manual reporting.

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