Software engineering
Analytical platforms, government dashboards, geospatial APIs, agricultural monitoring platforms, IoT sensor networks, and real-time tracking systems.
Territorial intelligence · Data · Applied AI
11°14′27″N · 74°12′40″W / Santa Marta, CO
Territory talks back.
§ I
The thesis
A place is a living system of data.
The decisions that matter — where to invest, where to protect, where to build, where to anticipate — still get made as if place were just context and data just abstractions.
KOHR starts from the opposite premise: that territory itself is what you read. Land, environment, economy, health — layers of a single readable system. Reading it well, and keeping it readable, takes engineering, data science, and institutional discipline. That's what we do.
§ II
How a territory is read
Four layers. One reading.
Territorial intelligence
01 · Cadastral layer
-
01
Land
as living data.It starts with land records: the urban grid — parcels, blocks, land use, ownership. The canvas every government decision gets drawn on.
-
02
The environmental layer.
On top of the land, the ecosystem: vegetation, watersheds, ecological corridors, protected areas. Each layer reshapes what any decision can do.
-
03
The economic activity.
Then the economy: port, commerce, tourism, industry, agriculture. How these connect explains how people, goods, and capital move — and how far any decision reaches.
-
04
The territory's health.
Finally, the vital signs: morbidity, healthcare coverage, environmental indicators, public safety. This is where reading becomes diagnosis.
Flagship practice
Territorial intelligence
When the layers converge,
the decision stops being opinion.
We stitch together land, environmental, economic, and public-health sources, then run them through AI models and custom platforms — so the decisions territory drives (where to invest, where to expand, where to build, what to protect) come from evidence, not instinct. Not a one-off project. A capability we install and operate.
Flagship product
KOHR Atlas
KOHR Atlas is the platform this is built on. Sereno — the first live module, in Santa Marta — turns crime news into a public-safety map any mayor can read.
See Sereno →
Live view · Mockup
20 classified events in Santa Marta — filter by category or hover for detail. The full government dashboard and contextual analysis live on the Sereno page.
§ III
What we do
Four disciplines. One method: diagnose, design, build, operate.
Applied AI
Predictive risk models, urban mobility models, automated event classification, entity extraction from text, generative AI for analysis.
Digital transformation
Process modernization, legacy system integration, data unification layers, information governance models.
Data-driven marketing
Analytics, multi-touch attribution, territorial segmentation, growth optimization, executive dashboards.
IDiagnosis we map the problem and the available data.
IIDesign trade-offs made explicit before writing code.
IIIBuild short cycles, real demos.
IVRun we stay to operate what we built.
§ IV
Cases
One live territorial layer, and two patterns showing how the rest gets built.
§ V
Contact
Have a question data
should be able to answer?
contacto@kohrco.com →
We reply in English and Spanish.
LocationSanta Marta, Colombia · 11.2408° N · 74.2110° W
Time zoneUTC −05:00
Legal nameKOHR SAS
FoundedMMXXV
We're on the Colombian Caribbean coast. We operate across Latin America, working with governments, companies, multilaterals, academia, and international cooperation.