Vendor offers AI‑driven pavement plan; resident urges clear multiyear priority list

James Golden, a consultant from the pavement management group that described itself as CFA Financial Group, told the Vermilion City Council on Feb. 23 that the company’s system uses high‑definition video and an ASTM‑aligned, AI‑assisted distress detection process to generate a pavement condition index (PCI) for every street segment.

Golden said the vendor’s approach turns video and distress data into a 0–100 PCI score, groups segments into five condition categories (excellent, good, fair, poor, failed) and produces budget‑driven “what‑if” scenarios so council and staff can forecast network performance under different spending levels. He described the offering as an end‑to‑end asset management solution and said the basic citywide assessment can be completed in about 90 days.

Why it matters: Council members and staff asked detailed questions about measurement, scope and costs because Vermilion’s road network is the city’s largest capital asset and a citywide assessment would affect budgeting and project selection for years. Golden said the approach helps “apply the right treatment to the right pavement at the right time,” which, he argued, reduces long‑term costs by favoring preventive preservation over early reconstruction.

Councilors pressed the vendor on several technical points: how a “segment” is defined (Golden said segment length is intersection‑to‑intersection and the system uses area‑weighted PCI to avoid bias toward short stretches), whether the tool assesses concrete bases and drainage (the vendor said surface inspection drives PCI and the dataset flags probable load‑related distresses but does not perform underground geotechnical testing), and how frequently assessments are recommended (every three years in Vermilion’s freeze–thaw climate, the vendor said; some clients assess biannually).

Golden also explained licensing and data access: the city would receive the underlying inventory and GIS/shape files; continued cloud access to the vendor’s road‑insights platform typically carries a modest annual fee (he cited about $3,000/year for a city Vermilion’s size), and the vendor stressed that the raw data remain the city’s property even if the contract ends.

Public comment and local context: Resident Bill McCourt, speaking during audience comment, thanked the council for pursuing a citywide grading effort but urged a clear, objective and predictable multiyear plan so neighborhoods like Edison Estates know when their streets will be addressed. McCourt cited the city’s recent road‑improvement levy and other revenues as a practical basis for multi‑year planning and shared a contractor quote he obtained for rehabilitation of seven streets in his neighborhood to illustrate feasibility.

What comes next: Council members said they welcomed a proposal and suggested the administration consider issuing an RFP or soliciting multiple bids before any contract; several members indicated they would support a modest initial investment to get baseline data and to avoid ad hoc street selection.

Sources: Presentation and Q&A with James Golden (pavement management vendor); public comment from Bill McCourt. The council did not vote on a contract during the meeting.