27 years designing, installing, and servicing fire and life safety systems. Now building AI-native autonomous platforms that eliminate the human dependency that has defined the industry for decades.
Daniel J. Orth has spent 27 years in the fire and life safety industry — not in a boardroom, but in the field. Designing systems, pulling wire, commissioning panels, troubleshooting failures at 2 a.m., and watching how these systems actually behave when lives and assets are on the line.
That ground-level experience is the foundation of everything he is building now. Daniel owns and operates Complete Fire Protection, a full-service fire and life safety company based in Concord, New Hampshire, serving commercial and industrial clients across New England. It is a working business — not a legacy credential — and it keeps him connected to the operational realities of the industry every day.
After nearly three decades in the field, one pattern became impossible to ignore: every fire and security alarm system ever built still depends entirely on a human being to respond correctly, under pressure, in real time. That dependency introduces latency, unpredictability, and liability into every response chain — and the industry has accepted it as an immovable constraint.
Daniel decided it was not immovable. It was just unexamined.
In 2024, Daniel founded Thelos Integrated Systems to build AI-driven autonomous fire and security platforms that eliminate the human dependency at the core of every conventional system. Alongside Thelos, he established Concord Park Innovation Labs as a dedicated R&D organization to work on the hard, foundational problems that commercial timelines cannot accommodate.
He is not just directing this work — he is personally writing the code. Using AI-assisted development tools, Daniel is building the software architectures for both organizations himself, acquiring software engineering skills in parallel with active development. That combination of 27 years of domain expertise and hands-on software development is rare, and it is the core of his credibility as both an inventor and an engineer.
Daniel holds an MBA from Colorado State University. He is based in Concord, New Hampshire, where both Complete Fire Protection and the Thelos/Concord Park development work are headquartered.
Thelos brings autonomous fire and security technology to market. Concord Park Innovation Labs builds the foundational science underneath it.
Thelos is building the next generation of fire and security platforms — AI-driven, autonomous systems designed to detect, decide, and respond without waiting for a human to push a button. Founded in 2024 and headquartered in Concord, NH.
The company holds three USPTO provisional patents and one registered trademark, with two platforms in active development targeting high-stakes industrial, maritime, and commercial space applications.
Concord Park Innovation Labs is the research and development organization behind Thelos — a dedicated environment for working on complex, foundational problems in fire protection and life safety that commercial development timelines cannot accommodate.
The work at Concord Park is hands-on and code-first. Daniel personally designs and builds the software architectures, using AI-assisted development tools to accelerate implementation while maintaining full ownership of the design thinking.
Three active software platforms across two organizations — all personally designed and built by Daniel Orth.
HESDA™ is an AI-powered fire detection platform that identifies smoke signatures at concentrations far below the threshold that triggers conventional detectors. By analyzing sensor data patterns in real time, HESDA™ provides facility operators with pre-alarm notification — minutes before a traditional fire alarm control panel would activate.
The platform integrates with existing fire alarm infrastructure, classifying live panel data through a polished dashboard with full session recording. The core innovation is the detection algorithm: a pattern-recognition model trained on real fire alarm panel data that distinguishes genuine early-stage smoke from environmental noise.
Current status: Active development. Working test bench operational in Concord, NH. Live interactive demo available at thelosintegratedsystems.com.
Cygnus™ is an integrated security intelligence platform built around a "transparent building" model — a unified data architecture that aggregates camera feeds, access control events, motion sensors, and environmental data into a single intelligent hub.
The platform is designed to eliminate the physical security keypad entirely, replacing it with mobile applications and an intelligent dashboard that gives facility operators full situational awareness without requiring them to be physically present at a panel. The autonomous response engine evaluates events and initiates appropriate responses without waiting for human input.
Current status: Active development alongside HESDA™. Computer vision integration and autonomous event response engine in design phase.
PyroSynth is a research project exploring what AI-native fire suppression looks like when designed from first principles — specifically for environments where conventional human-centric firefighting does not apply. Autonomous platforms. Sealed industrial facilities. Environments where a fire must be detected, decided about, and resolved without any human in the loop.
The central artifact PyroSynth is built around is a Fire Sprinkler Control Panel (FSCP) — a conceptual analog to the Fire Alarm Control Panel that exists everywhere in the industry today, but on the suppression side, where no equivalent currently exists. The FSCP is the brain: sensors report to it, actuators are commanded by it, and all decision logic lives in it.
The M1 milestone implements the full decision loop — detect → decide → act → verify → log — in a simulated 2D compartment environment, demonstrating that the architecture works before introducing machine learning, multi-modal sensor fusion, or physical hardware integration.
Current status: M1 architecture complete. Pre-build phase. Backend (Python/FastAPI) and frontend (React/Vite) architecture fully specified.
The fire and security alarm industry has operated on the same fundamental architecture for decades: detect an event, alert a human, wait for the human to respond. That architecture has a name — human-in-the-loop — and it has been treated as an immovable constraint.
The long-range vision for Thelos is to make that constraint obsolete. Not incrementally — architecturally. By building systems that possess the intelligence to independently detect, verify, and neutralize threats, the goal is to reach a point where the traditional "fire alarm event" — the cascade of alerts, decisions, and human responses — simply does not need to happen.
That vision has a 20-year horizon and a clear sequencing logic. The path runs through markets where the human-dependency problem is not just inefficient — it is existential. Autonomous maritime vessels navigating the open ocean for weeks without crew. Commercial space infrastructure where evacuation is impossible. Industrial facilities in developing nations where emergency response infrastructure does not exist.
These frontier markets are where the technology gets proven. The data gathered there becomes the undeniable case for regulatory reform in North American and EU markets — where the regulatory framework will eventually have to catch up to what the technology can already do.
Foundational software architecture. HESDA™ pre-alarm detection and Cygnus™ security intelligence operating from existing sensor infrastructure.
Cygnus™ evolves into a fully integrated data hub. Physical keypads eliminated. Mobile-first interface for facility operators.
Proprietary hardware enabling direct, intelligent connection to all system components — bypassing legacy panels and enabling deeper data acquisition.
Predictive analytics and autonomous suppression. The system independently detects, verifies, and neutralizes threats. No human intervention required.
Whether you are a potential design partner, a software development collaborator, an investor, or someone who has spent time in the fire and life safety industry and sees the same problems I see — I want to hear from you.
I am actively seeking design partners for the Thelos platform and am open to conversations about software development collaboration and consulting opportunities.
Design partner inquiries, collaboration proposals, or just a conversation — all welcome.