Question 1

What is MYSTIC?

Accepted Answer

MYSTIC is an ISR and surveillance platform powered by AIALF (Artificial Intelligence Adaptive Learning Framework), Absentia's proprietary framework. It deploys a coordinated network of specialized vision and multi-sensor fusion models, each assigned one discrete task, to recover real signal from degraded video feeds in real time. Operators interact through natural language, querying feeds, subjects and site activity the way they would brief a teammate. Outputs are physics-grounded, non-generative and legally defensible.

Question 2

What is AIALF?

Accepted Answer

AIALF, the Artificial Intelligence Adaptive Learning Framework, is the architecture behind MYSTIC. It coordinates a network of specialized models, each assigned one task, from clearing fog and smoke to restoring low light and tracking objects across frames.

Its enhancement models estimate the physical conditions of a scene, such as how much fog sits between the sensor and the subject or how little light reaches it, and deterministic physics equations then use those estimates to recover the signal the sensor actually captured. Because the final image is computed by physics rather than generated by a network, AIALF cannot add detail that was not in the world. We call this physics-enforced inference, and it is why every MYSTIC output traces back to real signal.

Question 3

Who is MYSTIC for?

Accepted Answer

MYSTIC is built for professionals and organizations that rely on visual data in challenging or degraded environments. That includes defense and military users such as SOF operators, ISR program managers, and Air Force and NATO teams needing real-time clarity for drones, satellites and targeting; private security and critical infrastructure teams handling CCTV, perimeter monitoring or anomaly detection in poor lighting or weather; and aerospace, maritime and autonomous vehicle operators facing visibility limits. It suits anyone with existing cameras or sensors who needs software-only capability without hardware changes.

Question 4

What AI agents does Absentia offer?

Accepted Answer

MYSTIC deploys a suite of specialized vision models under the AIALF architecture. GHOST removes diffusion including fog, haze and smoke. SPECTER restores low-light visibility. PHANTOM detects and tracks objects across frames. SPIRIT corrects atmospheric disturbances. SHADE eliminates light pollution and glare. SÉANCE autonomously coordinates drone swarms across a defined site with secure cross-track data relay to a base station.

Question 5

How can I try MYSTIC?

Accepted Answer

Request a demo to see MYSTIC working with your feeds. We are in limited rollout with defense and security partners. Tell us about your cameras, sensors and deployment needs through the demo request form, or contact us directly for qualified defense and commercial inquiries.

Question 6

How does your technology improve ISR missions?

Accepted Answer

ISR missions lose 30 to 40% of their effectiveness to vision failures in degraded visual environments, costing billions and risking lives. MYSTIC delivers up to 75% clarity improvement in real-world conditions by deploying specialized models across multi-sensor inputs in real time, without hardware upgrades to existing satellites, drones or sensors. That means faster situational awareness, reduced mission risk and better decisions in GPS-denied or EW-heavy settings.

Question 7

Is your technology compliant for defense and government use?

Accepted Answer

Yes. We are pursuing Cybersecurity Maturity Model Certification (CMMC) and align with NIST SP 800-171 for handling controlled unclassified information in DoD pilots. For sensitive deployments we support on-premise configurations where data never leaves customer hardware, and cloud options use compliant infrastructure including AWS GovCloud.

Question 8

What makes Absentia different from competitors like Anduril or Palantir?

Accepted Answer

Absentia specializes in real-time, software-only visual enhancement for degraded environments. Unlike hardware-dependent or broad analytics platforms, AIALF deploys a coordinated network of discrete vision models that recover real signal rather than generating approximations, without fabrication or hallucination. Outputs are physics-grounded and legally defensible across any sensor type or platform.

Question 9

How do you ensure your AI does not fabricate or hallucinate data?

Accepted Answer

AIALF is not generative. Each model is trained on real-world degraded imagery and recovers signal that is physically present in the frame, so no synthetic content is generated and no details are invented. This is enforced at the architecture level rather than managed statistically, which is what makes MYSTIC outputs legally defensible in high-stakes environments.

Question 10

What markets and customers do you serve?

Accepted Answer

Defense and aerospace ($75B+ by 2030), including ISR upgrades, SOF, Air Force and NATO pilots, and private and commercial security ($148B), including enhanced surveillance, critical infrastructure and anomaly detection. Our initial focus is defense pilots and integrations with VSaaS and CCTV platforms in the $75 to 150M near-term range.

Question 11

Is your solution available for trial or pilot?

Accepted Answer

Yes. We offer demos, proofs of concept and pilot programs for defense and security partners. Contact us to discuss integration with your existing feeds, sensors or platforms.

Question 12

What cameras or sensors does MYSTIC work with?

Accepted Answer

MYSTIC is sensor-agnostic and works with existing camera infrastructure including EO, IR, SAR, thermal and CCTV, with no hardware swaps required.

Question 13

Does MYSTIC require cloud connectivity?

Accepted Answer

No. MYSTIC runs entirely on edge hardware with no data leaving your network, at sub-50ms latency and zero exfiltration. For organizations that prefer cloud deployment, we support compliant infrastructure including AWS GovCloud.

Question 14

Can MYSTIC integrate with my existing video management system?

Accepted Answer

Yes. MYSTIC layers onto existing infrastructure, so if a feed is networked, MYSTIC can work with it. We integrate with standard VMS and VSaaS platforms.

Question 15

How is MYSTIC priced?

Accepted Answer

We offer flexible pricing, including a one-time installation fee plus a per-camera monthly subscription, or enterprise licensing for larger deployments. Contact us for a quote tailored to your setup.

Question 16

Can MYSTIC work on recorded footage or only live feeds?

Accepted Answer

Both. MYSTIC enhances live feeds in real time and processes archived or recorded footage for post-incident analysis and evidence review.

Question 17

How long does deployment take?

Accepted Answer

Most integrations are operational within days to weeks, not months. We work directly with your team to minimize disruption.

Question 18

How is my data handled and stored?

Accepted Answer

For edge deployments, data never leaves your hardware; MYSTIC processes locally with zero exfiltration. For cloud deployments, we use compliant infrastructure and follow strict data handling protocols aligned with NIST SP 800-171.

Question 19

Does MYSTIC work in real time for moving vehicles or drones?

Accepted Answer

Yes. Drone feeds, vehicle-mounted cameras and airborne ISR platforms all benefit from sub-50ms enhancement without motion artifacts.

Question 20

How is this different from commercial video enhancement tools?

Accepted Answer

Commercial tools apply generic filters or generative AI that fabricates details. MYSTIC uses physics-grounded, non-generative enhancement trained on real-world degraded data, so its outputs are trustworthy, verifiable and legally defensible. It is built for operational environments where accuracy is not optional.

Question 21

Can multiple agents run simultaneously on the same feed?

Accepted Answer

Yes. MYSTIC orchestrates multiple agents in concert, for example GHOST for fog removal alongside SPECTER for low-light enhancement on the same feed, all within the sub-50ms latency threshold.

Question 22

Why software-only instead of better hardware?

Accepted Answer

Hardware upgrades are expensive, slow to deploy and often impossible for existing installations. MYSTIC delivers immediate capability on the cameras and sensors you already have, with no rip and replace and no long procurement cycle, operational from day one.

FAQ