Engineering Intelligence, From Lab to Launch

Specialized deep-tech agency and research venture dedicated to bridging the gap between advanced AI, Machine Learning, and complex physical sciences. We operate on a dual-track model: developing proprietary autonomous space and deep-tech technologies, while simultaneously integrating AI workflows into established scientific research institutes.

About KlinDustAI

We leverage our deep roots in space technologies and plasma physics to secure high-impact grants (such as ESA), turning cutting-edge physical inventions into autonomous, AI-driven commercial solutions.

The Founders & Core DNA

  • Dr. Dorina Ticos: Senior researcher with 18+ years in plasma physics, space technologies, and electron irradiations. She successfully transformed her own research team into a Data Science & Physics team, secured multiple ESA grants, and is the inventor of a USPTO-pending active lunar/martian dust cleaning method using electron beams.
  • Prof. Catalin Ticos: Senior researcher with 25+ years of experience successfully applying Machine Learning in high-power laser interaction physics at ELI-NP.

Our Services

Deep-tech hardware-software solutions

We function as an agile deep-tech startup, incubating proprietary hardware-software AI solutions designed for extreme environments. Our primary focus is securing non-dilutive grant funding (ESA, space agencies, and innovation funds) to bring our internal IP to market readiness.

Scientific AI Consulting

• Scientific AI Audits: Comprehensive analysis of publications, skills, data assets, and strategic plans to uncover high-ROI AI opportunities.

AI Integration Roadmaps

Tailored Upgrade Roadmaps: Custom strategies, learning paths, and that integrate ML/DS into current research themes.

Workflow automations

Custom tools (AI agents, data pipelines, real-time analysis dashboards) for experiment processing, statistical rigor, predictive modeling, and reporting.

Turning scientific data into discovery

For space agencies and grant bodies, we are an agile, high-capability deep-tech startup blending proprietary physical innovations (USPTO-pending) with advanced computer vision to solve critical interstellar bottlenecks. For research institutions, we are the ultimate partner that understands the realities of scientific evaluation pressures, turning data underutilization into a massive competitive advantage.

This hybrid ecosystem ensures operational freedom: our consulting services keep us grounded in diverse scientific domains, while our R&D wing allows us to aggressively pursue high-funding grants to scale our own breakthroughs.

Why KlinDustAI

Closed-Loop Planetary Defense Against Dust

We combine active USPTO-pending electron beam hardware with real-time computer vision to detect, map, and autonomously clear abrasive lunar and Martian dust—protecting critical surface assets without manual oversight

De-Risked Deep-Tech Execution

Led by veteran space technology and physics researchers with proven ESA grant execution, we eliminate the gap between theoretical physical sciences and deployable, flight-ready AI solutions.

Accelerated Scientific Output & Grant Success

We audit your existing research assets, integrate custom machine learning workflows, and craft AI-enhanced proposal strategies to help your team secure high-impact grants and publish faster.

Peer-Led Transformation, Not Just Tools

We aren’t a generic agency selling off-the-shelf agents—we are senior researchers who have directly transformed our own teams. We work side-by-side with you to redefine your research themes, upgrade your workflows, and integrate AI based on real-world scientific experience.

Client Testimonials

“A testimonial from a client who benefited from your product or service. Testimonials can be a highly effective way of establishing credibility and increasing your company's reputation.”
Client Name
“A testimonial from a client who benefited from your product or service. Testimonials can be a highly effective way of establishing credibility and increasing your company's reputation.”
Client Name
“A testimonial from a client who benefited from your product or service. Testimonials can be a highly effective way of establishing credibility and increasing your company's reputation.”
Client Name

Turn Data Underutilization Into Your Lab’s Biggest Competitive Advantage

Stop trying to figure out AI alone. We are experienced researchers who help your labs upgrade their research themes and integrate domain-specific AI. Partner with us to boost paper output and win competitive grants.