Precast quality record packages, assembled from plant records for your quality manager to review.

Records get made on the floor, in the lab and at the bending table, and they sit filed by date, batch or heat, while an owner wants them by piece and project. Someone in your quality office works backward from each piece mark to its pour date, the batch record, the cylinders made that day and their breaks, the bar and mesh certificates, and the inspection sheets, then sets it all in the order that owner asks for.

In the test, AI goes through copies of those records for projects you've shipped and drafts the package: each required document set against the specification paragraph that wants it, filed under the piece and date it belongs to, with a list of the pieces or dates that have a record missing. It passes nothing and signs nothing. Your reviewer compares each draft with the package your team actually sent.

Each owner names its own set. Washington State's Standard Practice QC 7, in its January 2026 Materials Manual, lists a final package of pre-pour and post-pour inspection reports, wet concrete and compressive strength reports, gradation reports, cure charts for accelerated curing, non-conformance reports, a certificate of compliance, mill certificates for cement, reinforcing and other materials, and a certificate of materials origin on Buy America projects. Georgia's Laboratory SOP 19 has precast inspection and testing reported on form DOT 86A and each shipment on DOT 164B, due within a week of shipping with a copy riding along to the site. Alabama's procedure for non-prestressed bridge members names its own forms: 110 for the placement daily report, 122 for the batch ticket, 183 for product inspection, 184 for materials and tests, 185 for the shipping notice. One pour can end up on a different form for every owner.

A cylinder break answers one question at a time. Georgia wants at least three 6-by-12 inch cylinders for each day's production, and sections that don't reach strength after 28 days are rejected. Washington's plant review asks whether test cylinders are cured under the same conditions as the product and whether stripping strength is verified by a break before stripping. Iowa's Materials IM 445 won't let a unit move until its designated moving strength is reached and won't ship products until they are at least 3 days old and at 28 day strength. A single pour can carry breaks for stripping, moving and shipping and a 28 day break, so the draft files each under the question it answers instead of treating them as one result.

The steel trail has to reach the piece. Florida's quality plan checklist for drainage structures and box culverts asks a plant how it tracks the placement and value of minimal quantities of non-domestic steel and iron, how it keeps those stockpiles apart and how it catalogs finished products containing them, and it wants an example delivery ticket carrying the Buy America statement for each delivery. Iowa's memorandum keeps iron and steel documents for seven years from shipment, while most other reports stay at the plant for one year after shipment and mill test reports for reinforcement for one year after the project is complete. Its shipment paper is its own record, a certified bill of materials or invoice naming the county, project number, contractor, pieces by class, size and length, and the plant.

Some records are photographs. Indiana's ITM 813-26 has plants photograph the reinforcement on structural members, on box structures over a 12-foot span or in a size missing from ASTM C1577's table, and on three-sided structures, right after the final steel placement and before the enclosing forms go on. Each image needs a tape measure and a handwritten whiteboard showing the date the drawing was released, the date taken, the contract and structure numbers and the piece number, such as piece 4 of 10, and adding that information by editing the file afterward is grounds for consideration of removal from the state's list. The files go to the department's shared location within 30 days of fabrication, under a set naming convention. A package for that owner isn't complete without them, so the draft matches each piece to its photo and file name.

The gaps are the job. Florida's checklist asks how the plant keeps its material certifications, test reports, pre and post placement inspection reports and deficiencies found, and where they are stored. Washington approves repair procedures ahead of time, with dimensional limits and named materials. Georgia holds plant records for three years after project completion and keeps shipping forms for non-state work on file indefinitely. A missing break, an inspection sheet for the wrong date or a repair with no disposition is what your reviewer wants brought forward. The draft lists each piece or date with a record missing and says why, and it never decides that a repair can stand.

Your reviewer, and the person who signs. Georgia's procedure keeps its certified technician out from under the production manager, reporting only to the general manager or owner, with authority to halt production. A qualified quality person holds the pen here for the same reason. Your reviewer, usually the quality manager, checks that every required document was found, that each record really belongs to the piece and date cited, and that the gap list matches what your team chased at the time. No line of a draft says a piece passed.

With your reviewer's yes, new projects get the same draft package as their records come in, for about 30 days.

Each package waits for your quality manager or engineer, who checks it, fixes it and signs it before it goes anywhere.

Gaps get listed as they appear, for your team to chase. The next job, if there is one, is your decision at its own price, with monthly support after.