Locate natural resources using geospatial or other environmental data.

Most of the output can be produced by software today.

Software can pull the data, run the comparison and write up what it found. The accuracy depends almost entirely on whether it is wired into the real system of record rather than a stale copy, which is the problem the tools and auth layer exists to solve.

Key facts about this work activity
How automatableMostly automatable
Kind of workAnalysis and evaluation work
Jobs that do it2 occupations
Tool categories that applyBuilders, Tools and auth, Memory and knowledge, Generalist agents
O*NET activityAnalyzing Data or Information (4.A.2.a.4)

What could do this work.

These are the categories of tool that address analysis and evaluation work, with a few live examples from our landscape. We name the category rather than promise that a specific product does your specific task, because that promise would not be true.

Builders

n8n
Visual workflow automation with roughly 70 AI nodes. Self-hostable and free that way.
Technical ops
Free self-host
The default automation layer, now with Agents, Tables and Canvas bolted on.
Everyone
From $29.99/mo
Make
Visual scenario builder over 3,000-plus apps, materially cheaper than Zapier at volume.
Ops teams
From $9/mo
Build "AI employees" in plain English. Claims 5,000-plus integrations.
Non-technical
From $19.99/mo
Teams of specialised agents sold as an AI workforce, strongest in sales.
GTM teams
From $29/mo
Visual canvas for multi-agent orchestration, aimed at technical builders.
Technical ops
From $37/mo

Tools and auth

Tool layer giving agents over 1,000 toolkits with managed connected accounts.
Developers
Free tier
MCP runtime built around per-user OAuth delegation and audited authorisation.
Developers
Free tier
10,000-plus prebuilt actions across 200-plus connectors with managed auth.
Product teams
Custom
Developer infrastructure for custom API integrations, around 900 of them, self-hostable.
Developers
Free tier
Embedded integrations with ActionKit exposing 1,000-plus tools in one call.
SaaS vendors
Custom
Roughly 2,700 APIs behind a low-code workflow layer. Acquired by Workday.
Developers
Free tier

Memory and knowledge

Mem0
Memory layer for agents. Named as the memory provider for the AWS Agent SDK.
Developers
Free tier
Zep
Temporal knowledge graph memory, built on the open-source Graphiti library.
Developers
Free tier
Fully managed vector database. The enterprise default at scale.
Developers
Free tier
Open-source vector database with native multi-tenancy and hybrid search.
Developers
Open source
Rust-based high-performance vector search, self-hostable.
Developers
Open source
Lightweight embedded vector store, the usual choice for prototypes.
Developers
Open source

Generalist agents

Browses, runs code and completes multi-step tasks inside the chat everyone already has.
Everyone
From $20/mo
Long-context assistant with computer use, plus Claude Code for engineering work.
Everyone
From $20/mo
Google’s assistant, with Project Mariner for browser control and deep Workspace reach.
Everyone
From $20/mo
Autonomous agent that plans and executes long tasks in its own virtual machine.
Prosumers
From $20/mo
Super-agent bundling research, calls, slides and video generation on a credit meter.
Prosumers
From $24.99/mo
Answer engine with agentic research and shopping actions.
Everyone
From $20/mo

Categories are matched from the kind of work, not from vendor marketing. Before committing to any of them, check that the tool can reach the system your record actually lives in. That connection, not the model, is where most of these projects stall.

Who does this work.

2 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.

Work that goes with it.

O*NET groups these under “Analyze environmental or geospatial data”. In practice they tend to be done by the same person, in the same sitting.

Related work activities
ActivityJobs
Analyze environmental data11
Analyze geological or geographical data9
Analyze physical, survey, or geographic data8
Determine geographic coordinates3
Analyze geological samples3
Analyze Geographic Information Systems (GIS) data for use in green applications1

Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.