Veltrowin Optical
Exam volume, eyewear capture, lab turnaround, and vision plans
About Veltrowin Optical
Industry
Optical / Vision Retail
Company size
Small multi-office optical group
Modeled footprint
6 offices
Patients
About 9,000 low-PII patient records
Catalog
About 90 frames, lens packages, and coatings
Vision plans
14 plans plus self-pay
Modeled scale
About $5.5M gross eyewear sales over two years
Veltrowin Optical is a fictional small optical group built for BI teams that want credible vision-care retail data without enterprise or electronic-health-record clutter. The group runs eye exams, sells frames and lenses, fabricates lenses through an optical lab, and bills against vision-insurance plans across six fictional offices. All offices, brands, lens lines, vision plans, providers, and patients are invented for analytics demos and do not represent any real company, payer, or person.
Operating Profile
- Generates roughly $5.0M to $6.0M gross eyewear sales alongside about $2.4M in eye-exam fees across six offices.
- Carries roughly 90 products across frames, sunwear, lenses, and coatings, split into active, clearance, and end-of-life SKUs on their own demand curves.
- Dispenses each eyewear order as a frame plus its lens work, with lab jobs joined back to the exact order line each fabricates.
- Fabricates through two in-house labs and two outsourced labs, with the in-house labs about a day faster at a lower remake rate.
- Turnaround and on-time measures count only completed lab jobs, so unfinished work never inflates them.
- Bills 14 fictional vision plans plus self-pay on low-PII patient records with no names, addresses, or clinical history.
Recent Business Events
- 1Back-to-school demand lifts exam volume and eyewear capture each year, especially for everyday frames and progressive lenses.
- 2Year-end benefit expiry drives a second eyewear surge as patients use remaining vision-plan allowances before reset.
- 3Sunwear sales peak in the late-spring and summer months and fall back in winter.
- 4The optical lab sees turnaround pressure during peak periods, with rush and remake jobs running longer than standard single-vision work.
- 5A newer office ramps from its mid-window opening while steady new-patient acquisition lifts exams, orders, and revenue by about a third.
These are the operating questions this kit is optimized to answer first.
Exam volume, exam fees, covered amount, out-of-pocket, and refraction change by age band
Eyewear capture rate, units sold, net revenue, gross margin amount, and gross margin rate
Product-line and brand ranking, coating attach rate, and discount depth by catalog status
Lab turnaround days, on-time rate, and remake rate by facility and job type
Vision-plan mix, network status, allowance usage, and self-pay share
Office and region comparison across exams, eyewear revenue, and lab load
Embedded Analytical Stories
Exam-to-eyewear capture
Capture rate on completed exams tracks the order count office by office, and a larger refraction change lifts capture from 51% to 76%.
Growth and seasonality
Back-to-school and benefit-expiry peaks ride on a rising base as new patients join, separating trend from season.
Lab operations tension
In-house labs beat the outsourced labs on turnaround, late deliveries, and remakes, putting the regional lab on the watchlist.
Vision-plan economics
In-network, out-of-network, and self-pay paths change covered amounts, allowances, and out-of-pocket.
Product-line margin
Frame, sunwear, lens, and coating lines compare on units, net revenue, and gross margin for merchandising.
Catalog lifecycle
Active, clearance, and end-of-life SKUs separate on demand and markdown, so assortment and pricing decisions are visible side by side.