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Arseneault

Août – septembre 2024

Industrial, commercial and institutional plumbing and piping estimates. Price the scope and organize information for decisions and service delivery.

Methodological process: Source document, Extraction / OCR, Human review, Structured data, Dashboard or register, Management decision, Control and traceability.
Methodological illustration — not an assignment record.
  1. Source document
  2. Extraction / OCR
  3. Human review
  4. Structured data
  5. Dashboard or register
  6. Management decision
  7. Control and traceability

Context

Industrial, commercial and institutional plumbing and piping estimates.

Challenge

Price the scope and organize information for decisions and service delivery.

Exact scope of responsibility

Estimating and document automation; bid value is not awarded contract value.

Constraints

Technical scope, supplier prices and service coordination.

Decisions

Structure estimating and standardize documents.

Management actions

Analyze quantities, methods, productivity, suppliers and contract exposure; standardize forms and orders, apply OCR and indexing, and support training.

Resources involved

Estimating, suppliers, contracts, OCR and training.

Results

Bids up to CAD 14 million per project, self-reported. Document automation supports estimating without extrapolated AI financial gains.

Indicators

Up to CAD 14 million per bid (D).

Supporting material

Internal material described in the professional record; review of shareable documents can be arranged after third-party data is removed.

Relevance for a future employer

Estimating, suppliers, contracts, OCR and training.

Confidentiality and professional documents

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