Central Region · Applied AI
AI quoting in One-North
For One-North operators who want a working pilot in weeks, not a year-long programme.
What AI quoting actually does
Customers send a photo, a brief, or a voicemail – AI drafts a structured quote in your pricing format. You review, tweak, send. Quotes go out the same day, not next week.
Most of our One-North engagements start the same way: a 20-minute call where the owner describes a workflow we've heard before in shape but never in detail. AI quoting is then designed against the detail, not the shape.
- 01 Reads photos, voice notes, emails, and PDFs
- 02 Uses your pricing rules and current material costs
- 03 Drafts in your branded template, ready to send
- 04 Tracks win/loss to make the next quote sharper
Built on: Claude Vision Whisper Xero Vercel
Why One-North businesses choose this
One-North is Singapore's dedicated biotech, media and tech research precinct – AI here is judged by researchers and engineers, not procurement teams.
Why One-North businesses are a fit for this.
Biopolis, Fusionopolis and a dense cluster of biotech, media and deep-tech startups sit inside one of the most concentrated research precincts in Asia. Businesses here expect AI built with real technical rigor, since many of them build AI themselves.
We work with teams across One-North: Biopolis · Fusionopolis · Mediapolis · Ayer Rajah · Buona Vista.
How we build AI quoting for a One-North team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your One-North business, so value lands before the build is finished. Every engagement starts with a short call and a paid discovery if the brief needs one.
AI-generated quotes.
The outcome for One-North teams
Quote turnaround drops from days to under an hour. For One-North teams, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.
Quote turnaround drops from days to under an hour.
AI quoting in One-North – common questions
How long does AI quoting take to ship for One-North businesses?
We aim for a working pilot inside 4-6 weeks – narrow scope, real One-North businesses data, measurable outcome. From there it's another 6-8 weeks of hardening before you'd consider it production. Full rollouts (multiple sites, multiple teams) typically land in 3-4 months.
Are there hidden costs we should plan for?
Three to know about: model/API spend (which we set up under your own account, not ours, so you see and control it), any new SaaS subscriptions we recommend, and your team's time during rollout. We surface all three in the quote so there are no surprises.
Has this actually shipped for a real One-North?
Yes. Quote turnaround drops from days to under an hour. We'll share comparable engagements on the call.
Who owns the code and the model setup?
You do, on delivery. We deploy AI quoting into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude Vision sits in your account too – we don't operate it from ours.
Skip the pitch.
Tell us the workflow and we'll come back with what we'd build first.
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Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.