What challenges do technicians face when documenting work at installation sites? Technicians working on solar and other on-site installations often leave a job believing the work is complete, only to learn later that required documentation was missing. When submissions are reviewed, missing or incorrectly organized photos can trigger rejections, forcing teams to return to the site to collect the required information. How does the platform ensure documentation completeness before technicians leave the site? Aine Energy is working to prevent that problem through an AI-driven field intelligence platform designed for field technicians. The system guides teams through required documentation while they are still on site, helping ensure that photos and verification details are captured before they leave, while AI verifies documentation completeness in real time. The company developed the platform with solar installations in mind, where technicians must submit specific photos that verify each stage of the job. These images are reviewed during inspections and financing approvals, particularly in projects financed through power purchase agreements (PPA), where detailed photographic documentation must be submitted before funds are released. The same documentation challenges occur in other trades, such as HVAC, plumbing, and roofing, where technicians must provide proof that installations meet required standards. “There is a lot of software out there that is built for the people that are sitting behind a desk but not for the people in the field,” says Greg Martin, founder and managing director. His perspective comes from direct field experience. Before establishing Aine Energy, he worked in solar installation roles and helped develop photo-documentation requirements for solar PPA financing workflows. That work exposed the disconnect between office-focused software and the realities technicians face on site. Aine Energy addresses this gap by designing its platform around how technicians actually complete documentation during installations. Rather than treating documentation as an afterthought, the system guides field teams through each required step.