Most environmental and physical-world data is estimated, self-reported, or impossible to audit. Mālama licenses the opposite: hyper-local datasets where every reading is signed at the hardware edge and anchored on chain. For enterprises, registries, insurers, and researchers who need ground truth they can prove. Data licensing is opening soon, so register your interest or talk to our team.
Legacy environmental data is modeled top-down, self-reported, or signed into a PDF twelve to eighteen months after the fact. When money, policy triggers, or model outputs depend on it, that gap is a liability. Mālama measures at the edge and signs at the instrument, so the record is verifiable at the source.
Every data point is signed at the hardware edge in a tamper-resistant secure element, preventing spoofing and giving your systems, and smart contracts, a record they can trust.
Operator-deployed networks reach spatial density that top-down government or corporate sensors cannot match affordably. Real coverage where you actually need a reading.
License data directly from the network of hardware operators through programmatic APIs, without legacy broker margins and unauditable provenance in between.
Organizations across climate, finance, infrastructure, and AI build on hardware-verified data. The same signing pipeline serves every sector below.
High-fidelity environmental data for climate modeling, extreme-weather tracking, and macro-ecological research.
Hardware-signed proof of removal and localized emissions, registry-compatible for compliance-grade reporting without greenwashing.
Smart-contract payouts triggered by unalterable, real-time hazard sensors for flood, drought, and wildfire risk.
Incorruptible real-world data oracles that settle decentralized markets on physical, sensor-verified outcomes.
Multimodal edge-device streams and rack-level power telemetry for training and governing localized AI models.
Real-time production and consumption metrics from Virtual Power Plants to balance decentralized energy loads.
Air quality, noise, and traffic metrics from citizen-operated sensor networks, at neighborhood resolution.
Soil moisture, hyper-local rainfall, and crop-health tracking to optimize yield and resource allocation.
Legacy MRV signs a report long after the fact. Mālama signs the reading at the instrument, the moment it is taken, with a key that never leaves the silicon. Change one digit and the signature breaks.
The chain of custody starts at the sensor, not the spreadsheet, so a buyer, registry, lender, or regulator can verify the record directly, no trusted reporter required.
The signature, not the spreadsheet, is the source of truth.
Define what you need, and signed, audit-ready data is delivered into your systems. Fulfillment and delivery details are scoped with our data team as licensing opens.
Register your interest and our data team will follow up to scope datasets, coverage, and licensing for your application as data licensing opens.
Mālama Labs