GORYTUS
Integrated AI • Decision-to-Action Loop

Compress sensing, decision, and action into a single operational loop.

GORYTUS builds integrated AI systems designed for deterministic, explainable, and field-compatible decision support across contested domains.

Request a demo See architecture Human-in-the-loop by design
Deterministic outputs Explainable AI (reason graph + timeline) Low-latency core Vendor lock-in resistant Audit & replay
Decision-to-Action Loop
A tight operational cycle built for clarity, speed, and accountability.
Primary outputs
Doctrine mode Confidence Reason graph Timeline replay
Safety & Auditability
Human override, logging, and reproducible runs for high-stakes environments.
Two-Layer Architecture
PHY for integration & normalization. COG for doctrine, evolution, and explainability.

What is GORYTUS?

GORYTUS is a platform for integrated operational AI: it ingests heterogeneous sensor and telemetry streams, normalizes them into a stable operational picture, and produces auditable doctrine recommendations with clear rationales.

In one line
Integrated AI systems that turn intelligence into accountable action.
Design goals
  • Determinism when conditions repeat
  • Explainability commanders can interrogate
  • Low latency for real-time loops
  • Field compatibility for deployment realities
  • Vendor lock-in resistance via clean interfaces

Capabilities

Explainable AI (AI‑WHY)
Reason graph + contribution analysis + narrative output for decision accountability.
Reason graph Feature breakdown Narrative summary Confidence
Timeline & Replay
Record decisions, ground truth, and overrides — then replay moments for after‑action review.
Replay Audit trails Override logging Deterministic re-run
Cyclical Intelligence (roadmap)
A planned AI lifecycle: growth → decay → rebirth, with human‑approved knowledge transfer.
Multi‑Domain Profiles
Mission profiles across Land / Sea / Air / Cyber / Space with configurable ROE and threat types.

Architecture

GORYTUS follows a two‑layer model: a Physical Integration Layer that normalizes sensor inputs and prevents vendor lock‑in, and a Cognitive Decision Layer that runs doctrine logic, evolution scoring, and explainability.

Core execution principles
  • Deterministic tick-based execution
  • Safe memory isolation & governance
  • High concurrency with lightweight cores
  • Telemetry for audit and performance
High-level flow
Built for reproducible runs and operator trust — not black-box surprises.
Core VM (future execution substrate)
A user-space, low-latency runtime designed to run thousands of lightweight cores deterministically, with isolation, telemetry, and replay-oriented execution.

Product demo

Demo video — muted by default (Turkish narration)

A quick walkthrough of the Commander UI and the explainability loop (reason graph + timeline).

Roadmap

Phase 0–1
Doctrine architecture complete; tactical AI core operational prototype nearing completion.
Evolution pipeline Doctrine integration Commander UI Reason graph Timeline
Next
Cyclical intelligence, deeper sensor/PHY integration, mission controller & multi-domain fusion.
3.5-year lifecycle Golden knowledge lake Sensor microservices Doctrine fusion Red-team AI
Request
If you have a program, platform, or sensor stack to integrate, we can tailor a demo to your operational context.
Email an intro info@maintech.com.tr
Contact
General inquiries: info@maintech.com.tr
Direct contact: tolgatelli@gmail.com
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