Inspections and materials Inspections and materials

A second read on every inspection.

AI Inspection Review reads a completed daily work report, recomputes the quantities, and recommends whether it is ready to approve.

Oversite AI review strip on a daily work report showing a needs info recommendation with health check pills for formula, placement, quantity, notes, and completeness

AI Inspection Review is an assistant that checks a completed daily work report before a project manager approves it. It recomputes each item quantity from the measurements entered, compares the work described in the notes against the pay items on the report, scores a short set of health checks, and recommends approve, deny, or needs info. In Oversite it runs on demand from the daily inspection and stays advisory. It never changes a status on its own, so the reviewer keeps every decision.

Section 01 / The manual way

Every DWR gets reviewed by hand.

A PM checks quantities, notes, and completeness on every submitted report, at the pace the field generates them.

P_01 LEGACY

Line-by-line reads

Every submitted DWR gets read top to bottom. Quantities, notes, photos, and forms, one item at a time, on top of the day job.

P_02 LEGACY

Errors surface late

A wrong quantity slips past review and shows up in the pay request weeks later, when it is harder to trace and slower to fix.

P_03 LEGACY

Uneven scrutiny

Volume decides how close the read gets. On a busy week the tenth report of the day does not get the attention the first one did.

Section 02 / How it works

Run the review. Read the findings.

S_01 RUN

Open the report

On a submitted daily work report, click Run AI review. The assistant reads the whole record: items, measurements, narrative fields, and forms.

S_02 CHECK

See the verdict

A recommendation and a row of health checks land at the top of the report. A pill on each line item reads validated, variance, or mismatch.

S_03 DECIDE

Make the call

Apply the suggested wording, open the findings, then set the status yourself. The review recommends. You approve or deny.

PRODUCT 06-01 / RECOMMENDATION

01. A recommendation you can *trace*.

The review returns approve, deny, or needs info with a confidence score and a count of findings. Five health checks show where to look: formula, placement, quantity, notes, and completeness. Each one is passing, needs attention, or failing. Open the findings to read what the assistant noticed and why.

01 Recommendation Approve, deny, needs info
02 Health checks Formula, placement, quantity, notes, completeness
03 Findings Per category, expandable
Oversite AI review recommendation reading needs info with health check pills and an expandable findings list on a daily work report
Oversite line items with quantity validation pills and a popover showing computed versus stored placed quantity and the discrepancy percent
PRODUCT 06-02 / QUANTITY VALIDATION

02. Every quantity, *recomputed*.

The assistant recalculates each item quantity from the structured measurements or an inline formula, then compares it to the recorded value. A pill on the line item reads validated, variance, or mismatch. Open it to see the computed value, the stored placed value, and the discrepancy percent. The error gets caught on the report, not in the pay request.

01 Source Structured measurement or inline formula
02 Line-item pill Validated, variance, mismatch
03 Popover Computed, stored, discrepancy percent
PRODUCT 06-03 / SUGGESTED REWRITES

03. Cleaner notes, one click to *apply*.

The review proposes tighter wording for the overview notes and for each entry comment. Read the suggestion, click Apply Tone Edit, and it replaces the current text. Revert puts the original wording back. If you edited the text after applying, Oversite asks before it overwrites your work.

01 Scope Overview notes and entry comments
02 Apply One click, replaces the text
03 Revert Drift protected, keeps your edits
Oversite AI suggested notes card on a daily work report with an apply tone edit button and an applied suggestion showing a revert option
Section 06 / FAQ

AI Inspection Review, answered.

What is AI Inspection Review?

It is an assistant in Oversite that reads a completed daily work report and returns a structured assessment. It recomputes item quantities, checks the notes against the pay items, scores a set of health checks, and recommends approve, deny, or needs info. It is advisory and does not change the inspection.

Does the AI approve or deny inspections for me?

No. The review recommends an outcome and shows its findings. You set the status yourself on the report. Running a review changes nothing until you act on it.

How does Oversite check quantities?

For each item, the assistant recomputes the quantity from the structured measurements or an inline formula, then compares it to the recorded value. A pill marks the item validated, variance, or mismatch, and a popover shows the computed value, the stored placed value, and the discrepancy percent.

What does needs info mean?

The assistant found something to resolve before approving, most often work described in the notes with no matching pay item, or a matched item with a zero quantity. Fix the gap and run the review again for an updated assessment.

Can I undo a suggested rewrite?

Yes. Click Undo right after applying, or Revert on the applied stripe. If you edited the text after applying, Oversite asks whether to revert anyway or keep your edits, so a revert never quietly overwrites your work.

Is AI Inspection Review available on my account?

It runs on daily work reports and is being rolled out to accounts in stages. Ask your Oversite contact whether it is enabled for yours.

NEXT STEP

See AI Inspection Review on a real DWR.

Book a 30 minute walkthrough with our CEI solutions team.