Andrei Karpenko

JAMB - Instant, transparent home service estimates with AI

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JAMB delivers instant, transparent estimates for home services. Pick a room or task, select finishing materials, and get a full cost breakdown. Powered by an AI Assistant — your virtual inspector for photos, text, or PDFs.

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Andrei Karpenko
Hi Product Hunt! We built JAMB to make home repair pricing transparent and structured. Right now, getting an estimate often means vague numbers, hidden costs, or waiting for a contractor visit. With JAMB, you can generate a line-item estimate instantly: • Pick a room or service, • Choose finishing materials from real brands, • See costs update in real time (labor, materials, fees, taxes), • Save, print, or share your estimate, • And once it’s saved to your account, find a contractor in any U.S. city through our partner Thumbtack. We also added an AI Assistant — your virtual inspector. Upload a photo, short description, or even a PDF, and in seconds you’ll get a report of issues, suggested services, and costs tailored to your location. We’re not looking for customers here on PH — our goal is to share the concept, gather feedback, and see how the community thinks about it. What we’d love to hear from you: • How does the flow feel — too complex, or clear enough? • Does the AI “virtual inspector” angle make sense to you? • What would you expect to see in a tool like this that we don’t yet cover? Thanks for checking it out — excited to hear your thoughts!
Eskhil Nikiforov
hi! How is JAMB different from marketplaces like Angi or Thumbtack?
Andrei Karpenko

@eskhil_nikiforov Great point! Marketplaces usually connect you to pros and leave the rest up to you. JAMB goes further: it gives you an instant, transparent estimate with materials included, and only then helps you find a pro to execute the job.

Anastasi

Hi! It's so interesting
How accurate is the AI Assistant when analyzing photos? Does it really detect all the issues?

Andrei Karpenko

@anastasiyam Great question! The AI Assistant is still evolving, but it can already analyze photos, short descriptions, and even PDFs to suggest the most relevant services. It won’t replace an inspector yet, but it gives a solid starting point instantly.

HAAST

Is JAMB available everywhere in the U.S. or only in certain regions right now?

Andrei Karpenko

@haast_bureau Right now we’re focused on U.S. coverage, since the cost models are ZIP-based. JAMB is available everywhere in the U.S.

Anastasiya Shevkalenko

Currently the app works in the U.S. Will it also become accessible internationally, with materials and equipment adjusted to regional availability?

Andrei Karpenko

@ann_shhh Right now we’re focused on U.S. coverage, since the cost models are ZIP-based. But we’ve built the logic to adapt to other countries, and that’s definitely in our roadmap.