A permit reviewer cannot evaluate evidence that has not arrived. For leaders responsible for energy development or public-sector operations, that makes application readiness a useful place to look for avoidable delay: before a package enters substantive review, while the applicant can still resolve missing information and explain its sources.
Our proposition is straightforward. Use AI to help prepare a complete, traceable package, then leave the evaluation and decision with the people authorized to make them. This is a workflow hypothesis to test, not a promise that better documents will remove every permitting constraint.
Find the rework before buying more speed
Start with the handoff between the applicant and the receiving office. What must arrive together? Who confirms that each item is present? What happens when a document refers to an earlier project version? These questions give executives a concrete process to examine before deciding where automation belongs.
In Selten AI's energy-permitting discovery work, the proposed scope focuses on applicants and receiving offices: preparing the package, checking readiness and linking evidence for review. The engagement remains in discovery. No pilot, funding or production system has been agreed, and no time saving has been measured.
That status matters. A promising workflow is a reason to design a test. It is not evidence of faster approvals. Leaders should separate time spent repairing an incomplete submission from time spent evaluating its substance, resolving project issues or reaching an authorized decision. Each interval has different owners and potential remedies.
Define what review-ready means
Before introducing an assistant, ask the process owner to define a review-ready package for one permit type. The definition should identify the applicable forms, required supporting material, version conventions and the source behind each requirement. It should also explain which questions require expert judgment rather than a completeness check.
Consider a hypothetical submission containing a project description, a map and a supporting study. All three files may be present, but the map may describe an earlier footprint. Counting attachments would miss that inconsistency. A useful readiness check would flag the mismatch, show the conflicting passages and ask the applicant to resolve it.
The output should make four things easy to see:
- What the applicant supplied and which version is being checked.
- Which requirement each item is intended to satisfy.
- What appears missing, inconsistent or uncertain, with supporting references.
- Who must resolve each open question before the package moves forward.
This is a proposed operating design, not a universal regulatory checklist. The responsible office and qualified specialists must establish the requirements for the actual jurisdiction and project. Software should not turn its own interpretation into an authoritative filing rule.
Make the evidence handoff inspectable
An applicant-side assistant should help the next person verify the work. A polished summary alone is insufficient. Design the handoff so the receiving office can move from an issue to the relevant source, inspect the supporting material and understand how the applicant responded.
For each flagged issue, retain a reference to the requirement, the document location, the version reviewed and the reason for the flag. Where the source is ambiguous or unavailable, say so. A confident sentence should never conceal a missing reference. Unresolved questions belong in an explicit queue with an accountable owner.
Keep the underlying material available alongside any generated summary. If a reviewer disagrees with a flag, the workflow should record the correction rather than silently overwrite the earlier assessment. That creates a usable history of the handoff and gives the pilot team concrete examples to examine when improving the system.
Use site screening to prepare better questions
Early site screening can help frame the investigation before a filing package is assembled. Selten AI's energy site-screening demo lets users explore a candidate location against public geographic datasets and inspect potential constraints. It is a screening aid, not a permit determination or a substitute for project-specific review.
The demo itself identifies important limitations: public datasets may be incomplete or outdated, and an unavailable layer is not evidence that a constraint is absent. Its review levels and permit timelines are typical ranges. Those boundaries should remain visible whenever someone carries a screening output into a project discussion.
An executive can use that output to ask better questions: which conditions need verification, who owns the follow-up, and what evidence would support the next decision? Treat the screen as the start of an evidence-gathering plan. Do not let a summary score become permission to proceed or a committed project schedule.
Preserve decision rights through every step
Separate preparation, checking, evaluation and authorization in the workflow design. The applicant owns the submission. A readiness assistant proposes checks and highlights gaps. Reviewers evaluate the evidence. The authorized official retains the decision. A completeness flag must not be presented as a finding that the project should be approved.
Make those boundaries visible in the interface and in the operating procedure. Users should know whether they are viewing a draft, a readiness assessment or an official record. A proposed correction should remain distinguishable from an accepted change, with the responsible person identifiable when the change is made.
The same discipline applies to data access. A pilot should use only information authorized for that purpose, with rules for who can see it and how it is retained. Preparing a useful package does not require granting an assistant unrestricted access to every record held by either organization.
Test the hypothesis beside the existing process
A first pilot should answer a narrow question: does this readiness workflow improve the handoff for the selected permit type? Run it in shadow mode alongside the existing process, without allowing its outputs to change official decisions. Agree on the evaluation method and baseline before interpreting the results.
The proposed measurement areas in our case study include first-submission completeness, resubmission rounds, time to review-ready, reviewer effort and citation accuracy. These are proposed measures, not reported improvements. Count the effort required to check the assistant's work, too; moving work from one team to another is not automatically a gain.
Examine failures as carefully as successes. A missed requirement, an incorrect citation or an unnecessary flag can each reveal a different weakness. Ask reviewers to assess a sample of the outputs, record disagreements and identify whether the issue came from the source material, the workflow definition or the assistant's interpretation.
Choose the next step before choosing the scale
For a development executive, the next conversation should bring together the person assembling applications and the person responsible for project evidence. For a public-sector leader, include the receiving office and the reviewer. Map one handoff and agree on what a better submission would look like before discussing wider deployment.
Start with the screening demo, then review the scope and limits of our energy-permitting discovery case. If the problem fits your operation, bring one workflow to Selten AI. The first useful deliverable is a shared definition of readiness, clear decision rights and a test that can establish whether the proposed change helps.