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LuminForge demo · Northpoint operator suite
Live AIClaude Opus 4.7 · Vision

Photo → Quote
in six seconds.

Northpoint's customers send a photo of broken equipment and get a real line-item quote before the dispatcher even sees the request. Atlas (powered by Claude vision) identifies the unit, calls out what's wrong, prices it against Northpoint's quote book, and proposes a tech and a slot.

Avg. quote turnaround
9min
vs. 4.2 hrs pre-Atlas
01

Customer sends photo

Via the contact form, an SMS reply, or an email attachment. Atlas accepts any equipment in-frame.

02

Atlas looks + reasons

Identifies make/type/age tells, flags visible issues. Same pricing book the lead estimator uses.

03

Quote + slot in seconds

Line-item estimate, proposed tech, dispatch window. Held tentatively for 30 minutes.

Step 1 · Pick a photo

What did the customer send in?

Three pre-baked customer scenarios. Click one — Atlas (Claude Opus 4.7 vision) looks at the image, reads the customer's note, and produces a structured line-item quote.

Pick a photo above. Atlas typically returns a quote in 4–8 seconds.

v1 · Atlas runs against three pre-baked customer photos in this demo to keep the cost bounded. In production every inbound customer photo runs through the same pipeline — Claude Opus 4.7 vision with a cached system prompt covering Northpoint's full quote book. Falls back to a standard quote intake form if the model isn't available.