Algorithmic Targeting Transparency & Auditability

Tooling to log, explain, and audit AI-assisted targeting decisions.

Frameworks and tooling that log, explain, and audit how AI systems contribute to target identification and engagement decisions. These mechanisms support post-hoc review, accountability, and coalition trust in AI-enabled targeting processes.

TRL

4/9Formative

Impact

5/5

Investment

3/5

Related Technologies

Hardware

Autonomous Defense Platforms

Uncrewed aerial, surface, and subsurface vehicles with onboard sensor fusion.

Next-Gen Sensing & ISR Hardware

RF-agile radar arrays and hyperspectral satellite constellations.

Directed-Energy Systems

High-power solid-state lasers and compact microwave emitters.

Hardened Infrastructure & Materials

Blast-resistant metamaterials and deployable microgrid energy units.

High-Altitude Pseudo-Satellites (HAPS)

Solar-powered stratospheric platforms providing ISR and comms relay.

Envisioning is an emerging technology research institute and advisory.

2011 — 2026