APEX DEFENSE LABS // AEGISMATCH-C2 — WEAPON-TARGET ASSIGNMENT
AESA Tactical Radar // 360° Threat Detection & MILP Allocation DEFENSE PERIMETER ACTIVE
Solver Status
OPTIMAL_FOUND
Solve Latency
2.14 ms (<100ms SPEC)
Threat Neutralization
100.0% (14 / 14 TRACKS)
Engagement Cost
$1,420 (LASER / C-RAM)
Magazine Status & Real-Time Weapon Allocation Log SciPy HiGHS
Interceptors Left
Patriot: 4/4 | Laser: INF
Unassigned Tracks
0 (ALL ASSIGNED)
Magazine Preservation
100% MISSILES HELD
Cost Inversion Ratio
99.96% SAVINGS
[INIT] Tactical AESA Radar Online. 14 targets detected across outer and inner rings. MILP solver ready for assignment.
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APEX DEFENSE LABS // AEGISMATCH-C2 — SLIDE 01 OF 06

AegisMatch-C2: Tactical Fire-Control Pairing

Sub-10ms Mixed-Integer Linear Program for Multi-Tier Air Defense & Counter-UAS

The Cost-Exchange Asymmetry Crisis

Adversaries deploy massed $20,000 Shahed-class loitering munitions specifically designed to deplete multi-million dollar defense magazines.

Firing a $3.8M Patriot PAC-3 missile at a cheap drone bankrupts air defense; relying on manual human battle management leads to magazine exhaustion within the first 120 seconds of saturation.

The AegisMatch Breakthrough

A sub-10ms Mixed-Integer Linear Program (MILP) that pairs incoming threats with heterogeneous defenses (High-Energy Lasers, Tamir interceptors, C-RAM, EW jammers).

Optimizes total neutralized lethality while mathematically penalizing interceptor cost, ensuring lasers kill drones while kinetic missiles are strictly reserved for hypersonic tracks.

Founder: Justin LaRoche (New York) PROPRIETARY & CONFIDENTIAL — APEX DEFENSE LABS
02 // THE MATHEMATICAL FORMULATION — SLIDE 02 OF 06

Mathematical MILP Formulation

SciPy HiGHS Optimization Engine with Zero Heuristic Guesswork

Objective Function

Maximize Net Tactical Utility:

Σ [ (Threat_Value_i × Pk_{i, j} × Urgency_Factor_i) − (Cost_per_Shot_j × Cost_Weight) ] × x_{i, j}

Threat urgency scales non-linearly with Time-to-Impact (TTI), guaranteeing that terminal closing threats receive priority allocation.

Hard Tactical Constraints

Single-Engagement Constraint: Σ_j x_{i, j} ≤ 1. No threat receives redundant duplicate kinetic missiles.

Magazine Capacity Constraint: Σ_i x_{i, j} ≤ Ammo_Count_j. Strictly respects physical missile launcher limits and laser thermal duty cycles.

APEX DEFENSE LABS // AEGISMATCH-C2SLIDE 02 OF 06
03 // REAL-TIME BENCHMARKS — SLIDE 03 OF 06

Sub-10ms Latency on Edge Hardware

Deterministic Performance on Attritable C2 Compute

Execution Latency Profile

  • Small Raid (4 threats × 3 batteries): 1.84 ms.
  • Swarm Saturation (20 threats × 6 batteries): 3.42 ms.
  • Mass Raid (50 threats × 12 batteries): 8.15 ms.
  • Hard Military Ceiling: < 100 ms (Beats spec by 12x–28x).

Battlefield Interoperability

Integrates directly into existing Command & Control protocols: Cursor-on-Target (CoT) for ATAK/WinTAK, MAVLink for autonomous interceptor drones, and MIL-STD-6016 (Link 16) tactical data nets.

APEX DEFENSE LABS // AEGISMATCH-C2SLIDE 03 OF 06
04 // REVENUE MODEL — SLIDE 04 OF 06

Commercial & Defense Pricing

Enterprise Battery Licensing + Tactical C2 Seat Subscriptions

Three Predictable Revenue Streams

  • Battery / Site Fire-Control License: $250,000 / air defense site / year (Patriot, NASAMS, Iron Dome, C-RAM sites).
  • Tactical Operator / ATAK Seat: $15,000 / console seat / year.
  • OEM Fire-Control Kernel Integration: $500,000 one-time fee per prime contractor.

Immediate ROI for Defense Buyers

Preventing a single misallocation (e.g. firing a $3.8M PAC-3 missile at a $20K drone when a $15 laser was available) pays for the entire software license 15 times over on a single engagement.

APEX DEFENSE LABS // AEGISMATCH-C2SLIDE 04 OF 06
05 // FINANCIALS — SLIDE 05 OF 06

5-Year Financial Projections

Full IDS Suite Revenue, Base Case — Scales to $21.83M by Year 5 (incl. Sensor-C2)

Financial Trajectory Summary

  • Year 1: $0.30M Revenue ($303k).
  • Year 2: $2.51M Revenue ($2,510k).
  • Year 3: $6.58M Revenue ($6,577k).
  • Year 4: $13.23M Revenue ($13,229k).
  • Year 5: $21.83M Revenue ($21,828k).
  • 5-year total: $44.45M Revenue ($44,447k).

Capital Efficiency

Full IDS suite subscription: $959k / year.

Sensor-C2 included in the totals above: $0 / $750k / $1,500k / $2,500k / $3,250k (Y1–Y5).

Lightweight Architecture: Pure mathematical microservice requiring zero cloud GPUs; deploys in air-gapped combat management shelters.

APEX DEFENSE LABS // AEGISMATCH-C2SLIDE 05 OF 06
06 // ACQUISITION TERMS — SLIDE 06 OF 06

Outright IP Sale — Full IDS Suite

Outright sale only — the buyer owns the suite outright

Outright Sale — Full IDS Suite

Full IDS suite, outright: $8,712k ($8.71M).

Sum of the eight individual values: $12,445k ($12.45M) — bundle discount 30.0% ($3,733k).

Individual outright values: DSAS / DSAS-Air $3,259k; LADD $2,552k; Sensor-C2 $2,525k; AegisMatch-C2 $1,083k; DefLog-AI $998k; MilCAD-Shield $841k; GeoNav Edge $646k; SpecGuard-EW $541k.

Strategic Buyer Fit: Acquirers like Raytheon, Lockheed, Rafael, or Anduril can embed the pairing solver directly into their battle management command systems (IBCS, Lattice, SkyHunter).

Next Step: Live Interactive Radar

Click "2. LIVE AESA RADAR & MILP PAIRING CONSOLE" at the top of this screen to test the live real-time weapon allocation engine.

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Justin LaRoche | Founder, Apex Defense Labs SLIDE 06 OF 06