Mapflow.ai
for LuumenAI
Run satellite imagery analysis and check the credit cost before anything starts
Connect Mapflow.ai and Luumen can read your projects, processing status, storage, and account limits without leaving the terminal. Ask what a run would cost, which models your account has, or whether imagery already exists for an area. Starting a processing consumes credits, so that step is previewed and held for your approval by default.
The Mapflow.ai toolbox
10 tools: 8 read, 2 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadDownload Processing ResultDownload a completed processing's vector result as a GeoJSON file, optionally restricted to one AOI.
- ReadEstimate Processing CostEstimate the credit cost of a v2 processing without starting it or consuming credits.
- ReadGet Account CapabilitiesReturn the connected Mapflow account's credit balance, processing and storage limits, available AI models and optional blocks, and imagery providers.
- ReadGet ProcessingGet detailed status, progress, cost, errors, source configuration, and result-layer metadata for one current v2 processing.
- ReadGet Storage OverviewReturn custom-imagery storage limits and usage together with the account's mosaics, so an agent can select existing uploaded imagery without separate discovery calls.
- ReadList ProcessingsList current v2 processings.
- ReadList ProjectsList projects visible to the connected account, including personal and shared or team projects and the IDs needed to scope processing operations.
- ReadSearch Imagery CatalogSearch external imagery providers linked to the connected account for scenes or mosaics intersecting a GeoJSON AOI.
- WriteCreate Processing (Consumes Credits)CREDIT-CONSUMING: create and immediately start an asynchronous v2 imagery-analysis processing. Approval by default
- WriteCreate ProjectCreate a Mapflow project container for organizing imagery-analysis processings. Approval by default
One prompt, start to finish
What a governed Mapflow.ai run looks like inside Luumen.
Questions
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
This connection exposes write actions such as create processing (consumes credits), create project. For connected tools, admins configure which actions may run automatically and which require approval, within the access granted to the user. Review the configured approval policy before enabling write access.
You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.
Every call to Mapflow.ai — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.
Often connected alongside
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AI/ML APIInspect assistants, threads, and runs — and change them as approved stepsPut Mapflow.ai to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.