AI Automation Project Examples

Manufacturing RFQ and quote-intake workflow

Illustrative project example - not a client result. Situation: RFQs arrive by email with drawings and incomplete details. Current manual process: staff sort files, check customer records, copy details into spreadsheets or CRM, and prepare quote notes. Proposed process: extract request details, route files, check records, draft a quote checklist, update CRM, and request estimator approval. Systems involved may include email, file storage, CRM, estimating tools, and spreadsheets. Human review is required for pricing, feasibility, lead time, and technical exceptions. Benefits may include faster triage, more consistent follow-up, and clearer status reporting. Limitations include incomplete customer data, unclear drawings, and pricing rules that require staff judgment.

• Phase 1: workflow map and file examples
• Phase 2: prototype extraction and routing
• Phase 3: CRM update and review workflow
• Phase 4: staff testing and launch

Contractor lead follow-up and booking workflow

Illustrative project example - not a client result. Situation: leads arrive from forms, missed calls, referrals, and email. Current manual process: staff respond when available, manually schedule callbacks, and update records inconsistently. Proposed process: capture request details, classify job type, ask for missing information, prepare a branded follow-up, book a callback, update CRM, and summarize lead sources. Human review is required for estimates, availability promises, and unusual requests.

Document-processing and approval workflow

Illustrative project example - not a client result. Situation: invoices, purchase orders, forms, or PDFs are reviewed manually. Current manual process: staff open files, read details, copy fields, request approvals, and file documents. Proposed process: classify document type, extract fields, validate required information, route approvals, prepare summaries, and update the system of record after review. Human review is essential before financial or customer-facing actions.

Management reporting and operational-summary workflow

Illustrative project example - not a client result. Situation: managers rely on manual spreadsheet exports and status updates. Current manual process: staff assemble reports weekly or monthly from multiple tools. Proposed process: consolidate source data, flag missing records, prepare management summaries, highlight exceptions, and schedule recurring reports. Human review is needed for interpretation, decisions, and any data-quality issues.