What we build.
What's coming.

Alongside our regular operations, we actively research and develop new detection methods. Here is a transparent view of what's in the pipeline — from research to near-launch.

Research Phase Actively in development — not yet a commercial service
Coming Soon Close to launch — goal and output defined
Exploring Concept phase — feasibility under evaluation

In-House AI Research

Models we train ourselves — on Lower Saxony's specific landscape, plants, and wildlife.

Research Phase AI · Agriculture

AI Weed Detection — Ragwort

Ragwort doesn't stop being dangerous once it's cut and dried — its liver-damaging alkaloids survive fully intact in hay and silage, and animals lose the bitter smell that normally makes them avoid the fresh plant in a pasture. That makes contaminated hay one of the most common causes of chronic, often irreversible liver poisoning in horses, and a real risk for cattle. Our custom-trained model flies the field before harvest and flags every plant it finds — on a map, with photos and coordinates.

Aerial capture of grassland with a ragwort plant marked by a red detection box drawn by the model
Real model output from a test flight: ragwort detected in grassland and marked automatically.

Two-Phase Detection Roadmap

  • Phase 1 — flowering stage (Jun–Sep): distinct yellow clusters, in active training now
  • Target: ≥90% detection confidence per plant
  • Phase 2 (planned): pre-flowering rosette stage — leaf shape only, no colour signal, a significantly harder and costlier model to train
  • Data collection and validation ongoing with pasture owners across Lower Saxony

Planned Output (at launch)

  • Field photos with every detected plant marked and a confidence score
  • Interactive GPS map with ±2 cm RTK coordinate per plant
  • Infested area in m², density heatmap
  • CSV / GeoJSON for precision spray systems
  • PDF report — ready for authority notification, or to document a ragwort-checked field for hay buyers

Who This Helps

  • Hay producers & sellers — document your fields before harvest and back your marketing with real field data
  • Horse & livestock owners — horses are especially vulnerable; catch contamination before it reaches the paddock or the barn
  • Pasture & landowners — meet regional control obligations and get ahead of reseeding (100,000+ seeds per plant, viable in soil for up to 20 years)
48 MP · <1 cm/px Custom YOLOv8 Model RTK ±2 cm Niedersachsen-spezifisch

New Services

Concept and output defined — launch is imminent.

Exploring Solar · Building

Solar & Facade Cleaning

Not a fully automatic robot — a certified drone pilot plans and flies every session. What it replaces is scaffolding, cherry pickers, and rope-access crews: heavy-lift drones with deionised water reach PV arrays and glass facades in a fraction of the time, at a fraction of the cost, with the site still running throughout.

Why Drone Cleaning

  • Faster — a two-person crew clears a full PV park or facade in the time a manual team needs for a fraction of it
  • Cheaper — no scaffolding, cherry pickers, or rope-access technicians to hire, insure, and schedule
  • Restores lost output — dust, pollen, and bird droppings quietly reduce panel yield; regular cleaning recovers that energy and pays for itself over time
  • Contactless & streak-free — deionised water only, no brushes or detergents, so coatings and manufacturer warranties stay intact

Evaluation Focus

  • Partnership with heavy-lift drone providers
  • Deionised water system for streak-free cleaning
  • Scalability: from single sites to 100+ ha
  • Certification requirements for water use

Use Cases

  • Open-field photovoltaics (PV parks)
  • Agri-PV and rooftop solar
  • Glass facades and atriums
  • Noise barriers with photovoltaics

Launching soon in Lower Saxony — get in touch now to ask questions or line up a pilot site.

Heavy-Lift Drone Deionised Water Contactless No Scaffolding Needed
Exploring Renewable Energy · Wind Farm

Wind Turbine Inspection

Tower, nacelle, and blades from the air instead of by rope access — with 112× hybrid zoom and 640×512 thermal. We already fly that equipment on other missions. What is missing is the first turbine: we are looking for a wind farm in Lower Saxony for a pilot flight.

What the flight would capture

  • Blades: leading-edge erosion, cracks, coating condition
  • Lightning-strike sites and receptor condition
  • Tower and foundation: corrosion, welds, paint condition
  • Nacelle and junction boxes: externally visible heat anomalies

What has to be settled first

  • Written consent from the turbine operator — mandatory for energy installations (§ 21h LuftVO)
  • Rotor stopped and locked — a blade inspection is not possible with the rotor turning
  • Written confirmation that our liability cover extends to work on energy infrastructure
  • Agreement with your maintenance team on severity classes and report format

We are looking for a pilot site in Lower Saxony — ideally a community wind farm. First mission at cost, findings reviewed together with your team.

112× Hybrid Zoom 640×512 Thermal Tower & nacelle first Pilot site wanted

Interested in one of these services?

Get in touch — we'll notify you as soon as a service is available in your region, or discuss a pilot mission.

Get in touch

Request a Mission Brief

Describe your site and objectives. We'll respond within 24 hours with a tailored proposal.

DrohnXit Drone Services & AI Solutions
Service Area Stolzenau, DE · Germany-Wide
Response within 24 hours