MSI Data has announced the launch of Service Pro Time-to-Invoice, a new AI-powered intelligence layer designed to help high-volume field service organizations invoice every job faster without replacing the field service management (FSM) and enterprise resource planning (ERP) systems they already run.
Field and finance data rarely tell the same story. Time-to-Invoice brings them together with an agentic system that unifies job, labor and billing data, flags what's missing, and moves each completed job toward an invoice. The result is clearer picture for field and finance teams and less time between finished work and getting paid.
Built for multi-branch organizations in power and energy, industrial equipment, and heavy equipment, Time-to-Invoice addresses a costly operational gap: technicians complete the work, but missing notes, incomplete labor and parts records, and manual handoffs prevent that work from moving promptly to billing. The business has already paid to deliver the service, yet completed jobs can sit uninvoiced for days or weeks.
"Every day completed work waits to be invoiced is another day you're giving your customer an interest-free loan," said Michael Gonzalez, CEO of MSI Data. "We're on a mission to help service organizations get paid faster by eliminating the delays between completed work and invoicing. Time-to-Invoice is an agentic intelligence layer that closes the information gaps between the field and back office, resolves issues before they become bottlenecks, and keeps revenue moving, all within the systems businesses already use."
A 2026 MSI Data customer cost analysis revealed that 93% of the fully loaded cost of producing an invoice comes from the work surrounding it, including chasing down information, reconciling discrepancies, correcting errors, and carrying the cost of delayed payments, rather than the actual invoice entry itself. This pain also causes many small jobs, often under $1,500, to simply go unbilled driving revenue leakage.
Time-to-Invoice helps service organizations unlock cash trapped in completed work by eliminating manual handoffs between the field and back office that delay billing. Powered by AI, the solution automates invoice readiness, reduces rework, and gives leaders visibility into stalled work, including what's holding up invoices and where revenue is at risk.
Time-to-Invoice bridges operational gap between field service systems and ERP platforms through three connected capabilities: field execution giving technicians relevant job and site context before service and identifying missing information on-site, revenue readiness leveraging AI to transform raw technician notes into consistent invoice-ready documentation and routing exceptions, and operational intelligence providing visibility into completed work, invoice readiness, aging and revenue at risk across branches.
For the first time, service organizations can centralize, automate, monitor, and measure the entire time-to-invoice process, turning historically fragmented workflow into visible, actionable, and manageable business performance metric. Invoice-ready documentation remains traceable to originating job.
Early customer use demonstrates invoice-note readiness with 82% of AI-generated invoice notes accepted for billing with little to no modification in August 2026 analysis, highlighting potential to reduce manual rework.
"This is a tremendous opportunity to bring AI into an organization in a way that delivers real, measurable impact," said Tarrel Graham, co-founder of Solhver, a field service consulting firm. "You can see exactly what it's doing and the value it's creating. It's very rare to find something like this where the load on your team isn't huge, but the impact is."
Service Pro Time-to-Invoice is available beginning immediately and works alongside existing FSM and ERP systems without system replacement.
About MSI Data
MSI Data provides technology solutions for field service organizations, helping service businesses connect field operations, service management, and financial processes. Service Pro product suite is designed to help organizations improve field productivity, automate service workflows, and move completed work toward billing more efficiently.
