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AI agent for environmental consultants

Groundwater Monitoring Network Review Agent

A justified monitoring program change that keeps coverage and meets the regulator's rules

DecisionsAnalysisScience and research
See how it worksGet access
Groundwater Monitoring Network Review Agent: what goes in, what the agent does and what you get

What it does

Monitoring wells keep being sampled long after they stop adding information, while real gaps stay open. This agent reviews each well's trends and statistical significance, looks for wells that duplicate others, and finds areas with no coverage near the plume. It proposes changes, such as less frequent sampling or a new well, and tests them against the plume map and the regulator's rules. If a proposal violates a rule or leaves a gap, it revises and tests again. The lead approves any change that goes to the regulator. Edge case: a well shows no trend for 6 years but sits between two active sources, so the agent keeps it as a sentinel.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueYes, continueApprovedNoNo 1 STARTS WHEN Annual review or new plume map 2 USES A TOOL Read results, well data and the monitoring plan 3 DOES Run trend tests for each well and constituent 4 DOES Identify redundant wells and coverage gaps 5 DOES Draft proposed changes with reasons 6 CHECKS THE RESULT Do the proposals keep coverage of the plume edge andsentinels? If not: restore the well or propose a replacement. Backto step 4. 7 CHECKS THE RESULT Do the proposals follow the regulator's frequencyand well rules? If not: revise the proposal or flag for regulatordiscussion. Back to step 4. 8 DOES Draft the change request with supporting statistics 9 YOU APPROVE Lead approves sending the change to the regulator 10 RESULT Monitoring program review
Read the steps as a list
  1. Annual review or new plume map
  2. Read results, well data and the monitoring plan
  3. Run trend tests for each well and constituent
  4. Identify redundant wells and coverage gaps
  5. Draft proposed changes with reasons
  6. Do the proposals keep coverage of the plume edge and sentinels?If not: restore the well or propose a replacement. Back to step 4.
  7. Do the proposals follow the regulator's frequency and well rules?If not: revise the proposal or flag for regulator discussion. Back to step 4.
  8. Draft the change request with supporting statistics
  9. Lead approves sending the change to the regulatorThe agent waits here for your OK.
  10. Monitoring program review

How it decides

A well is a candidate for reduced frequency when its trend is not significant, a neighbor gives the same information and it is not a sentinel.

  • Keep any well at the plume edge or downgradient of a source
  • Test trends at 95% confidence
  • Propose reduction only when a neighbor carries the same information
  • Never remove a compliance point without regulator approval

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Statistical confidence (default 95%)
  • Sentinel well list
  • Regulator rule set
  • Years of data to use

What keeps you in control

It always asks you first

  • Program changes sent to the regulator

Hard limits

  • Never changes sampling on its own
  • Never reduces compliance points

It stops when

  • Done: proposal passes coverage and rules
  • Stop: data is too sparse for statistics

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensWell MW-12 showed no significant trend over 6 years and sat 40 meters from MW-11. The agent proposed dropping it to annual sampling. The coverage check failed because MW-12 lay between two source areas and acted as a sentinel, so it restored quarterly sampling and suggested reducing MW-7 instead. The lead approved sending that change to the regulator.

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