A field map that glows red tells a grower nothing about Thursday's work. NDVI is an index, not a decision. Turning it into a prescription file a sprayer can read is where most agtech projects stall.
These companies sit at different points of that chain.
Dev Technosys is a CMMI Level 3 appraised software company founded in 2010, certified to ISO 9001:2015 and ISO 27001:2022, with 250+ in-house professionals building agtech platforms that turn imagery into field decisions.
Best for: retailers, co-operatives and agtech startups building around licensed imagery.
Climate LLC is based in St. Louis, Missouri, the Bayer subsidiary behind Climate FieldView, the digital farming platform used to view imagery, build application maps and record machine data. Climate LLC suits growers already running Bayer inputs who want imagery inside a single field record.
Planet Labs operates from San Francisco, California, and runs one of the largest satellite constellations, which is why its imagery arrives at near-daily cadence rather than weekly. Revisit frequency is the point. Planet Labs suits platforms needing imagery often enough to survive a cloudy fortnight.
Trimble Agriculture works out of Westminster, Colorado, supplying precision agriculture positioning, guidance systems and farm software. It sits on the machine side, where a prescription file must be read by a controller in a moving cab. Trimble suits operations whose imagery decisions must reach existing equipment.
Ceres Imaging is headquartered in Oakland, California, and flies aerial imagery analysed for irrigation performance and crop stress, with a focus on permanent crops. Water is its specialism. Ceres Imaging suits orchard and vineyard growers diagnosing uneven irrigation rather than scouting for row crop emergence.
Sentera is based in St. Paul, Minnesota, and pairs drone and sensor imagery with crop analytics, including stand counts and weed detection at individual plant level. Sentera suits agronomists who need imagery on demand between satellite passes, at a resolution that orbital sensors cannot deliver.
Taranis operates from Westfield, Indiana, and captures very high-resolution crop intelligence imagery, down to leaf level, to identify insects, disease and nutrient deficiency from the air. Taranis suits retailers and agronomists needing a scouting record detailed enough to justify a treatment decision to a grower.
Farmers Edge is headquartered in Winnipeg, Manitoba, Canada, and runs a digital agronomy platform combining satellite imagery, weather stations and machine-collected field data. It serves US growers from there. Farmers Edge suits operations wanting agronomy service bundled with the data platform rather than software alone.
Arable is based in San Francisco, California, and builds in-field devices measuring weather, plant and soil conditions in a single unit. Its readings are the ground truth an index map needs. Arable suits teams that must validate imagery against what is happening in the canopy.
Topcon Agriculture works from Livermore, California, supplying positioning, guidance and machine control for precision agriculture, including terminals that read and execute variable rate prescription files in the cab. Topcon suits mixed fleets where one prescription must run across tractors and implements from several different manufacturers.
AgEagle Aerial Systems is headquartered in Wichita, Kansas, and makes drones and multispectral sensors for agricultural imagery. Hardware and sensor payload are its business, not agronomy software. AgEagle suits service providers building their own flight and imagery operation for client fields rather than buying data.
EarthDaily Analytics operates from Vancouver, British Columbia, Canada, processing satellite data into calibrated, analysis-ready products. Calibration is the hard part that it owns, and without it two image dates cannot be compared. EarthDaily suits platforms wanting corrected imagery instead of building a processing pipeline themselves.
Granular is based in Johnston, Iowa, as Corteva's farm management and agronomy software business, covering field operations, costing and field profitability rather than imagery capture. Granular suits larger row crop operations that judge a management zone by its margin, not only by its index value.
Farm data belongs to the farm. Ag Data Transparency principles expect contracts naming who owns boundaries, yield records and imagery.
Boundaries and yield are commercially sensitive. They affect land values and lease talks, so encrypt them and scope access by role.
Program data carries its own rules. Where imagery supports a USDA or FSA claim, handle records to the program's standards.
FSMA 204 traceability is a data requirement. For covered produce, records must tie a lot to a place and date, so design identifiers accordingly.
Drone flights sit under FAA Part 107. Commercial flights need a certificated remote pilot and airspace authorisation, so log both.
Carbon programmes need an audit trail. Claims rest on documented measurement, reporting and verification, so version the method and keep inputs.
AgTech software development projects at Dev Technosys start from $10,000, depending on scope, data readiness and integrations.
These companies sit at different points of that chain.
The 13 AgTech Software Development Companies
1. Dev Technosys
Dev Technosys is a CMMI Level 3 appraised software company founded in 2010, certified to ISO 9001:2015 and ISO 27001:2022, with 250+ in-house professionals building agtech platforms that turn imagery into field decisions.
- Index pipelines: NDVI, NDRE and later-stage indices with radiometric calibration and atmospheric correction, so dates compare.
- Zone to machine: management zones exported as ISOBUS-compatible prescription files terminals accept.
- Offline-first mobile: scouting notes and boundary edits captured offline, reconciled on sync.
- Data plumbing: satellite, drone, sensor, weather and yield sources merged against stable boundaries.
- Track record: 89% project success rate, with most new business coming from client referrals.
Best for: retailers, co-operatives and agtech startups building around licensed imagery.
2. Climate LLC
Climate LLC is based in St. Louis, Missouri, the Bayer subsidiary behind Climate FieldView, the digital farming platform used to view imagery, build application maps and record machine data. Climate LLC suits growers already running Bayer inputs who want imagery inside a single field record.
3. Planet Labs
Planet Labs operates from San Francisco, California, and runs one of the largest satellite constellations, which is why its imagery arrives at near-daily cadence rather than weekly. Revisit frequency is the point. Planet Labs suits platforms needing imagery often enough to survive a cloudy fortnight.
4. Trimble Agriculture
Trimble Agriculture works out of Westminster, Colorado, supplying precision agriculture positioning, guidance systems and farm software. It sits on the machine side, where a prescription file must be read by a controller in a moving cab. Trimble suits operations whose imagery decisions must reach existing equipment.
5. Ceres Imaging
Ceres Imaging is headquartered in Oakland, California, and flies aerial imagery analysed for irrigation performance and crop stress, with a focus on permanent crops. Water is its specialism. Ceres Imaging suits orchard and vineyard growers diagnosing uneven irrigation rather than scouting for row crop emergence.
6. Sentera
Sentera is based in St. Paul, Minnesota, and pairs drone and sensor imagery with crop analytics, including stand counts and weed detection at individual plant level. Sentera suits agronomists who need imagery on demand between satellite passes, at a resolution that orbital sensors cannot deliver.
7. Taranis
Taranis operates from Westfield, Indiana, and captures very high-resolution crop intelligence imagery, down to leaf level, to identify insects, disease and nutrient deficiency from the air. Taranis suits retailers and agronomists needing a scouting record detailed enough to justify a treatment decision to a grower.
8. Farmers Edge
Farmers Edge is headquartered in Winnipeg, Manitoba, Canada, and runs a digital agronomy platform combining satellite imagery, weather stations and machine-collected field data. It serves US growers from there. Farmers Edge suits operations wanting agronomy service bundled with the data platform rather than software alone.
9. Arable
Arable is based in San Francisco, California, and builds in-field devices measuring weather, plant and soil conditions in a single unit. Its readings are the ground truth an index map needs. Arable suits teams that must validate imagery against what is happening in the canopy.
10. Topcon Agriculture
Topcon Agriculture works from Livermore, California, supplying positioning, guidance and machine control for precision agriculture, including terminals that read and execute variable rate prescription files in the cab. Topcon suits mixed fleets where one prescription must run across tractors and implements from several different manufacturers.
11. AgEagle Aerial Systems
AgEagle Aerial Systems is headquartered in Wichita, Kansas, and makes drones and multispectral sensors for agricultural imagery. Hardware and sensor payload are its business, not agronomy software. AgEagle suits service providers building their own flight and imagery operation for client fields rather than buying data.
12. EarthDaily Analytics
EarthDaily Analytics operates from Vancouver, British Columbia, Canada, processing satellite data into calibrated, analysis-ready products. Calibration is the hard part that it owns, and without it two image dates cannot be compared. EarthDaily suits platforms wanting corrected imagery instead of building a processing pipeline themselves.
13. Granular
Granular is based in Johnston, Iowa, as Corteva's farm management and agronomy software business, covering field operations, costing and field profitability rather than imagery capture. Granular suits larger row crop operations that judge a management zone by its margin, not only by its index value.
What Data Ownership and Compliance Questions Come With Farm Imagery?
Farm data belongs to the farm. Ag Data Transparency principles expect contracts naming who owns boundaries, yield records and imagery.
Boundaries and yield are commercially sensitive. They affect land values and lease talks, so encrypt them and scope access by role.
Program data carries its own rules. Where imagery supports a USDA or FSA claim, handle records to the program's standards.
FSMA 204 traceability is a data requirement. For covered produce, records must tie a lot to a place and date, so design identifiers accordingly.
Drone flights sit under FAA Part 107. Commercial flights need a certificated remote pilot and airspace authorisation, so log both.
Carbon programmes need an audit trail. Claims rest on documented measurement, reporting and verification, so version the method and keep inputs.
AgTech software development projects at Dev Technosys start from $10,000, depending on scope, data readiness and integrations.