version 1.1.3 in progress
VIN Context Layer
Anchors every diagnostic session to a validated vehicle configuration.
Decodes VIN data and locks year, make, model, and engine into the session so all reasoning, recall checks, and maintenance prompts are vehicle-specific. Eliminates generic responses and reduces guesswork.
Recall Integration
Instantly checks for active safety recalls tied to the entered VIN.
Displays campaign identifiers and affected components directly within the workflow so technicians can identify open recalls before diagnosis or repair begins.
Maintenance Intelligence
Provides mileage-based service reminders once odometer data is entered.
Surfaces common due and upcoming maintenance items to support MPI workflows and reduce missed service opportunities under time pressure.
Diagnostic Ranking Improvements
Refining probability weighting to prioritize likely failure points based on vehicle platform, symptoms, and known pattern signals.
Reduces noise and surfaces high-yield diagnostic paths first.
OCR Optimization
Improving text capture reliability across OEM repair systems and multi-column layouts.
Addressing a known issue where scroll/snip captures from column-based pages may misalign or truncate structured step data. Updates are focused on improving column recognition, preserving step order, and reducing repeated clarification prompts.