Build & Engineering

Customer-Facing AI Product Build

We build Claude into the product your customers use: production-grade AI features that hold up on the open internet. We've shipped this before — indoor event wayfinding and retail virtual try-on.

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A smartphone home screen glowing in the dark — a live, customer-facing product
What's included

What you get

Product-grade AI UX

Latency budgets, token streaming, graceful fallbacks, and tone — engineered so it feels like product, not demo.

Safety for strangers

Prompt-injection defence, content filtering, and rate controls — the open internet tests your feature harder than QA ever will.

Numbers from day one

Usage, drop-off, and cost per conversation instrumented at launch, so the feature earns its roadmap slot with evidence.

How it runs

Three moves, no mystery

Shape

One user job, one feature, explicit quality bars. Scope agreed before anyone writes code.

Ship

Production build behind feature flags, red-teamed against adversarial input before customers see it.

Sharpen

Prompts, guardrails, and UX tuned against real customer conversations, not synthetic test sets.

Is this you?

A good fit if

Build & Engineering

Related services

Questions

Frequently asked

How do you keep a public AI feature from going off the rails?

Prompt-injection defence, content filtering, rate controls, and adversarial testing before launch, plus fallbacks and streaming so it feels like product, not a fragile demo.

Have you actually shipped customer-facing AI?

Yes — indoor event wayfinding (Prism Events) and a retail virtual try-on are both live in the field, not slideware.

Let's scope Customer-Facing AI Product Build for your team.

A real person replies within one business day. Bengaluru · Dubai · Sydney.
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