Florida · Applied AI

AI customer feedback in Miami

AI review and feedback, built for businesses operating in Miami.

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What AI customer feedback actually does

Every Google review, NPS survey, support ticket, and social mention pulled into one place – themed, scored, and ranked by impact. You finally see what customers actually complain about.

We've worked with enough operators in Miami to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any AI customer feedback project is sit with your team for a day before we propose anything.

Built on: Claude Google Business API Trustpilot Vercel

Why Miami businesses choose this

Miami runs on trade, tourism and a wave of finance and tech relocations from the Northeast – AI here means serving a bilingual, fast-moving market that operates around the clock.

Why Miami businesses are a fit for this.

A major gateway for trade with Latin America, a tourism economy that runs year-round, and a newer wave of finance and tech companies relocating in. Miami businesses want AI that works as comfortably in Spanish as English.

We work with teams across Miami: Downtown Miami · Brickell · Coral Gables · Wynwood · Miami Beach · Doral.

How we build AI customer feedback for a Miami team

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Miami 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 review and feedback.

The outcome for Miami teams

The shape of the result for Miami teams: Star ratings up ~0.4 in 90 days from faster, on-brand responses. Built on Claude, hardened with the rest of the stack as it scales.

Star ratings up ~0.4 in 90 days from faster, on-brand responses.

AI customer feedback in Miami – common questions

How long does AI customer feedback take to ship for Miami businesses?

We aim for a working pilot inside 4-6 weeks – narrow scope, real Miami 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.

Anyone else in this space using AI customer feedback?

Plenty. Star ratings up ~0.4 in 90 days from faster, on-brand responses. The interesting question is rarely "does it work" – it's "is your team ready to use the output." That's what we'd scope on the call.

Who owns the code and the model setup?

You do, on delivery. We deploy AI customer feedback into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude 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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Talk to us about this

Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.