The Supply Chain
Is Broken
Aircraft readiness at a decade low. 1,200 no-bids per month. Engineers drowning in 700+ TDP requests monthly. The industrial base is shrinking. MILHUB and TITAN AI are the fix.
No-Bid Contracts/Mo
Up 140% since 2020
Fleet MC Rate
Lowest in a decade
TDP Requests/Mo
Engineering bottleneck
Days to Award
Worst-case DLA contract
Readiness Crisis
Every Major Weapon System Is Affected
FY2024 mission capable rates are the lowest in a decade. 29 aircraft types declined in readiness. The Air Force spent $34.2 billion on fighter sustainment from 2018-2023 — and readiness still dropped.
F-22 Raptor
40%
Mission Capable Rate
F-35A Lightning II
51%
Mission Capable Rate
CV-22 Osprey
30%
Mission Capable Rate
B-1B Lancer
<50%
Mission Capable Rate
B-2 Spirit
<50%
Mission Capable Rate
B-52 Stratofortress
42%
Mission Capable Rate
C-5M Galaxy
Low
Mission Capable Rate
F-16 Fighting Falcon
Declining
Mission Capable Rate
Source: Air & Space Forces Magazine, FY2024 Data
Air Force fleet-wide MC rate dropped to 67.15% in FY2024 — down from 69.92% in FY2023 and 71.24% in FY2022. F-35 sustainment costs increased 44%, from $1.1T to $1.58T lifecycle estimate. Annual cost per F-35A: $6.6M vs. $4.1M target.
The Fix
Current Process vs. MILHUB
Current Process
- 1SPO identifies part need
- 2Request sent to supply chain
- 3TDP assembled (incomplete)
- 4DLA issues contract
- 5Contractor can't build — sends 700 requests/mo
- 6Engineers answer (or don't)
- 7Part finally built... months later
- 8Repeat for 1,200 parts/month
MILHUB + TITAN Process
- 1TITAN AI scans complete weapon system BOMs — data available nowhere else
- 2AI generates complete TDP from BOM structures in hours
- 3Part matched to MILHUB resident manufacturer by capability
- 4Manufacturer builds with full BOM data, TDP, and materials spec
- 5MILHUB quality oversight and airworthiness certification
- 6Daily truck to Tinker AFB — rail and air for bulk/urgent
- 7Part in supply system in days, not months
- 8Scale across all 1,200+ weapon systems with complete BOM coverage
TITAN AI Platform
The Brains of the Operation
Already deployed with the 448th Supply Chain Management Wing at Tinker AFB. TITAN sits on top of the complete Bill of Materials for every weapon system in the Air Force — data that exists nowhere else — to identify problem parts, generate technical data packages, and match parts to MILHUB manufacturers.
Automated TDP Generation
TITAN uses complete weapon system BOM structures — data available nowhere else — to generate full Technical Data Packages. Specs, materials, tolerances, drawings. What used to take months of engineering back-and-forth now takes hours.
Problem Parts Intelligence
AI scans every BOM across every weapon system to identify no-bid items, DMS parts, sole-source bottlenecks, and readiness-critical shortages. Prioritized by weapon system impact and readiness degradation.
Vendor-Part Matching
AI matches problem parts to MILHUB resident manufacturers based on capabilities, certifications, equipment, and capacity. Eliminates the sourcing delay between need and production.
Compliance Automation
Automated airworthiness evaluation, quality documentation generation, and compliance verification. Reduces the certification burden that keeps small manufacturers out of defense.
How TITAN Changes the Game
Every
Weapon system BOM in the Air Force — data available nowhere else
106K
Items in 448th inventory scanned by TITAN
1,200+
Weapon systems with parts data analyzed
Hours
To generate a TDP that used to take months
Evidence Base
What the GAO Says
These aren't opinions. These are findings from the Government Accountability Office.
GAO-25-107468
Data Rights & Vendor Lock
Weapon programs experience vendor lock due to data rights shortfalls, driving up costs and repair times. DOD guidance doesn't address programs already in sustainment.
GAO-21-388
Sole-Source Spare Parts
136 sole-source contracts worth $7.9B identified. 57% were commercial items exempt from cost transparency. Contract delays up to 1,154 days.
GAO-24-107378
Sustainment Cost Growth
Sustainment accounts for 70% of weapon system lifecycle costs. Air Force spent $34.2B on fighter sustainment (2018-2023) while readiness declined.
GAO-25-107283
Defense Industrial Base
DOD relies on 200,000+ suppliers globally. Commercial supply chain risk tools are only 60-70% accurate at identifying risks. The base is fragile.
The Architecture
MILHUB as the Orchestration Layer
Think of MILHUB as the orchestration agent. The resident companies are subagents. MILHUB maintains the capability list, manages parts pipeline, assists with certifications, and runs logistics.
TITAN AI
Identifies parts, generates TDPs, matches vendors
Manufacturers
Resident companies building parts at scale
Drone Ops
UAS companies testing and manufacturing
Certifications
Airworthiness, AS9100, ITAR, DCAA
Parts Pipeline
Curated list of problem parts matched to capabilities
Logistics
Daily trucks, rail, and air cargo to Tinker
Take Action
Readiness Won't Improve
Without New Solutions
The GAO has documented the problem. TITAN AI identifies the parts. MILHUB builds the infrastructure. The only thing missing is the decision to act.
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