An Analyst, Not a Chatbot
Most AI tools answer a question and stop. NIKA Desktop works the way a human analyst does: it takes a goal, breaks it into steps, runs the tools needed to make progress, looks at what came back, and keeps going until the job is actually done. You describe the outcome you want in plain language — NIKA figures out and executes the path to get there.
The Agentic Tool Loop
NIKA operates in an agentic tool loop — it autonomously reads files, executes geospatial operations, inspects the results, and iterates until the task is complete.Understand the goal
NIKA interprets your request in plain language and decides which data and operations the task requires — no menus, no scripting.
Read & inspect your data
It opens your files and inspects them — layers, coordinate reference systems, attribute schemas, raster bands and statistics — to ground the analysis in what’s actually there.
Run the operations
NIKA calls the geospatial tools needed to make progress, from format conversion to spatial operations, and pulls in external or satellite data when the task calls for it.
Inspect the results & iterate
It reads the output of each step, checks whether it answers the question, and adjusts its plan — re-running or trying a different approach until the result holds up.
Built for Real Work
Streaming tool calls
Every tool the agent runs streams in real time, so you always know exactly what NIKA is doing and can verify each step of its reasoning.
Multi-step task management
NIKA keeps track of long, multi-stage tasks on its own — chaining operations together and carrying context from one step to the next without losing the thread.
Location-aware reasoning
Unlike a generic agent, NIKA understands real coordinates and ties every intermediate result back to a real-world place, asset, or geometry.
Persistent sessions
Conversations are saved to disk, so you can pick any prior analysis back up exactly where you left off — including the steps the agent already ran.