From satellite context and maps to evidence you can act on.
Geodata and AI reinforce each other: with a crisp question set and solid pipeline, remote sensing, classical metrics and machine learning on raster and vector data become dependable maps, alerts and KPIs — fewer blind spots, earlier change signals, fewer unnecessary trips. Web-GIS and APIs put outputs in everyday workflows. We ship working systems, not slideware.
Reports and rasters in your documents?
EO & data
- Access and preparation of openly available European satellite data (e.g. Sentinel/Copernicus) where it makes sense — no mandatory stack, no exotic licence trap
- Time series, cloud-friendly processing and QA instead of a one-off screenshot
- Join to your own vector layers, plots or asset geometries
GIS & integration
- Web-GIS and map viewers for teams and decision-makers — responsive, role-based where needed
- APIs and exports (GeoJSON, WMS/WFS as required) into CRM, BI or intranet
- Automated jobs: alerts, reports and refresh cycles — including AI-assisted thresholds and prioritisation where it helps
AI & analytics
- ML on stacks and tiles: classification, change and anomaly cues — only with agreed labels and validation against spot checks or field data
- Heavy deep-learning tooling for imagery only when data volumes and budgets fit; traceable, versioned stages instead of a black box
- Plug into your wider AI stack — e.g. RAG or report automation built on metrics, maps and internal text (consistent with our other offerings)
We treat location and parcel data carefully: EU hosting, clear roles, no onward transfer without mandate.
Environment & sustainability — what EO can support
Satellite data does not replace a formal survey or legal certification — but it provides traceable decision support across large footprints and long runs: structured indices — and ML where warranted — help prioritise patterns without visiting every hectare anew.
- Nature & land: vegetation, open land, forest or field patterns over time — trend visibility before the single site visit
- Climate & risk awareness: long runs of drought or moisture proxies — decision support, not insurance or building-code proof
- Resource efficiency: prioritise routes, sites and maintenance spatially instead of treating everything equally
- Reporting: reproducible maps and metrics for internal ESG/CSR communication — no CSRD certification promise
Why keep Europe in mind?
Programmes such as Copernicus provide openly described satellite data for many users — useful to avoid exotic licence lock-in and to design architectures close to EU practice. cyberEiche is not a partner of ESA or the European Commission; we use publicly documented sources and build your application on top.
The Copernicus Data Space Ecosystem publishes use cases where Earth observation and AI together reveal spatial impacts — for example pollution spread after major wildfires. That is contextual reading, not a product endorsement; cyberEiche is not a Copernicus Data Space partner.
Alongside Earth observation, the EU is building IRIS² for encrypted, resilient satellite connectivity — not a substitute for Copernicus imagery. Useful as architecture context when telemetry, field sync or backups must work in dead zones or when terrestrial links fail: government and critical-infrastructure workflows, secure governmental and crisis communications, healthcare or finance handling personal or sensitive data — built for resilience on EU infrastructure. cyberEiche does not operate IRIS² and is not a European Commission partner.
From data to decisions
We do not dump endless raw pixels without purpose. Instead: crisp questions, a pipeline with classical and optional ML processing, QA with you, then dashboard or API — plus optional operations and training.
- Workshop & scope: which area, which metric, which refresh cadence?
- Technical pipeline + quality: metadata, versioning, model/index drift tracking where ML is live, checks against samples
- Handover: documentation, training, optional SLA — you stay in control of the data
Typical scenarios
Operations with a light environmental angle — no yield or permitting guarantees.
Land & infrastructure
Utilities or municipal operators compare surroundings and change over years — fewer random drives, clearer priorities for field teams.
Focus: Monitoring · layers for dispatch planning
Agriculture & forestry (SME scale)
Farms combine satellite indices with their parcels to narrow seasonal stress hotspots — not to promise absolute yield forecasts.
Focus: Time series · regional comparability
Environment & project owners
Projects need traceable maps for funders or internal steering — reproducible refreshes from the same pipeline.
Focus: Transparency · reporting packs
Illustrative examples; final scope is agreed on the intro call.
Satellite data and Copernicus for businesses
Web-GIS dashboard for area monitoring
Remote sensing for agriculture and infrastructure
If you're looking for …
- •You want to use satellite data or Copernicus for your business?
- •Areas, vegetation or infrastructure should be monitored on maps?
- •You need Web-GIS instead of Excel and screenshots?
How we work
Intro call & question list
Which problem, which footprint, what accuracy, what obligations (GDPR, regulators)?
Data sources & architecture
Pick EO and vector sources, EU hosting, interfaces to your systems.
MVP pipeline & map
First credible maps and metrics — validated with you against spot checks.
Review with domain owners
Refine legends, alerts, roles and exports.
Go-live & iteration
Scheduled updates, monitoring, backlog for the next milestone.
Turn the idea into a scoped project
After the intro call you receive a fixed-price proposal with explicit scope — no open-ended hourly trap.