The hybrid refinement engine for verified farm data.
From fragmented FMIS exports, scale tickets, and shapefiles to clean, geospatially-aligned, audit-ready datasets — at every level of completeness.
Verdova's proprietary Hybrid Refinement process
Most data pipelines stop at formatting. Ours go further — combining automated geospatial processing with direct grower engagement to produce datasets that are complete, verified, and defensible.
- 1
Data Sources
- Grower data systems
- 3rd-party contractors
- 3rd-party databases
- Direct grower communication
- 2
Automated Refinement
- Unified formatting
- Geospatial cleaning
- Outlier detection
- Product & event matching
- Event layering (AI/ML)
- 3
Hybrid Refinement
- Practice-based imputation
- Match & replace
- Misc. data collection
- Data verification — direct grower engagement
- 4
Delivery
- Curated datasets to approved third parties
- Reports + APIs
Where competitors stop, we keep going
This is where competitors, and farmers, stop. Verdova takes the next critical step needed to create clean, complete data sets.
- 1
Raw data
- 2
Formatting
- 3
Hybrid (incl. manual) collection & cleaning
The hard step most stop at.
- 4
Verification
- 5
Delivery
Verdova makes the hybrid collection & cleaning step 8x more efficient than manual processes — without sacrificing the human verification that audit-grade data demands.
Connects to where growers already work
Verdova ingests data from the systems growers and their agronomists use every day — no format mandates, no friction.
Custom integrations available on request.
- John Deere Operations Center
- Climate FieldView
- AgLeader SMS
- USDA databases
- Public satellite imagery
Is your data Verdova Verified?
The best programs demand the best data. Verdova Verified data is reliable, auditable, and reproducible — produced by our hybrid refinement process and tied to specific field boundaries, source records, and grower attestation.
Every Verdova Verified dataset carries a complete provenance chain: from the grower's FMIS export through every refinement step to final delivery. When auditors ask, you have answers.
Request a technical walkthrough
Your data, your format
Clean datasets are only useful when they reach the right systems. Verdova delivers however your team consumes data.
APIs
Customizable REST access to our cloud data portal.
Reports
Customizable dashboards on a set cadence.
Raw exports
The underlying records when you need them.
See the platform in action
Walk through a live example of how Verdova ingests, refines, and delivers field-level data — from raw FMIS exports to a Verdova Verified, audit-ready output.
- Hybrid Refinement engine walkthrough
- Custom integration discussion
- Verdova Verified quality standards deep-dive
- API and delivery format overview
See the platform in action
Request a technical walkthrough.