--- title: "Bill change orders with itemized detail using AFP Itemized Change Orders" slug: "bill-change-orders-with-itemized-detail-using-afp-itemized-change-orders" updated: 2026-07-11T15:51:19Z published: 2026-07-11T15:51:19Z canonical: "help.servicetitan.com/bill-change-orders-with-itemized-detail-using-afp-itemized-change-orders" stale: true --- > ## Documentation Index > Fetch the complete documentation index at: https://help.servicetitan.com/llms.txt > Use this file to discover all available pages before exploring further. # Bill change orders with itemized detail using AFP Itemized Change Orders This improvement to the Application for Payment (AFP) module automatically groups approved change order estimate lines into itemized summary groups on the Schedule of Values (SOV), replacing the previous single lump-sum representation. 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) ### What's changing? Previously, when a change order (CO) was approved on a project, the AFP created a single lump-sum line on the Schedule of Values (SOV) to represent the entire CO. All underlying estimate lines were collapsed into one entry, regardless of how many trades, cost types, or billing categories they spanned. This made it difficult for subcontractors and trade partners to submit detailed, line-item billing aligned with the project's reporting needs. With this improvement, the AFP can now automatically group the underlying estimate lines of an approved CO into meaningful summary groups on the SOV. Each group represents a distinct category of work, so billing aligns with industry-standard practices and reflects the actual breakdown of the change order. ### Resources - [Use change orders to reflect cost adjustments](/v1/docs/use-change-orders-to-reflect-cost-adjustments) ### Before and after #### Before (Current) 1. A general contractor (GC) approves a change order that includes estimate lines across multiple trades and cost types. 2. The Application for Payment (AFP) module generates a single lump-sum line on the Schedule of Values (SOV) to represent the entire change order. 3. Subcontractors and trade partners receive a billing structure that does not break down costs by trade or category. 4. Office staff manually adjust billing or track itemized details outside of ServiceTitan to meet project reporting needs. **Impact:** Billing does not reflect the actual breakdown of the change order, leading to manual workarounds, reporting gaps, and slower payment cycles. **Try the current workflow in your account:** Open a project > Actions > Add Application for Payment > View the change order in the Schedule of Values column in Continuation Sheet as a single line item. #### After 1. A general contractor (GC) approves a change order that includes estimate lines across multiple trades and cost types. 2. The Application for Payment (AFP) module can automatically group the estimate lines into meaningful change order (CO) summary groups on the Schedule of Values (SOV). 3. Each summary group represents a distinct category of work, such as a specific trade or cost type or a user defined SOV description. 4. Subcontractors and trade partners submit progress-based billing against the itemized SOV lines. **Impact:** Billing aligns with industry-standard practices, reduces manual workarounds, and provides accurate cost visibility across change orders. **Test the changes in the NEXT environment:** Open a project > Actions > Add Application for Payment > Click on a change order in the Schedule of Values column in Continuation Sheet to view the breakdown of the change order. ### Who uses this feature - Commercial Construction - Administrators, office employees - Region availability: United States (USA), Canada (CAN) --- ### How it works for your industry #### Commercial Construction - A commercial general contractor (GC) approves a change order for additional mechanical and electrical work on a multi-story office build. Instead of a single lump-sum line, the Schedule of Values (SOV) now shows separate summary groups for the mechanical and electrical scopes, so the GC can track costs by trade. - A subcontractor submits a Progress Billing request against a change order that covers both labor and materials across two building phases. The itemized SOV lines let the project manager verify billed amounts against each category without cross-referencing external spreadsheets. - A construction firm reviews an Application for Payment (AFP) that includes three approved change orders. Each change order appears on the SOV with its own set of summary groups broken out by cost type, giving the accounting team a clear Audit Trail for every billing line. ### How to prepare 1. Confirm that your team uses Progress Billing in ServiceTitan, as this improvement applies to the Application for Payment (AFP) workflow within Progress Billing. 2. Identify the project managers and accounting staff who manage change orders and Applications for Payment, and inform them about the new itemized representation on the Schedule of Values (SOV). 3. Review any existing workarounds your team uses to track change order detail outside of ServiceTitan, and plan to retire those processes after verifying the new SOV groupings meet your needs. 4. Bookmark any knowledge base articles or Academy videos for team training. Invoicing customers in stages as specific milestones of a large project are completed rather than in one lump sum at the end. **What it does:** Improves cash flow on large or multi-day roofing and commercial jobs by collecting partial payments throughout the project. **Also called:** Milestone billing, Staged invoicing **Tags:** Roofing / Exteriors [See the full glossary →](https://help.servicetitan.com/docs/glossary-overview) A downloadable log of who changed what record and when. **What it does:** Provides change history for accountability, error investigation, and compliance across teams. **Also called:** Change history **Tags:** Core [See the full glossary →](https://help.servicetitan.com/docs/glossary-overview)