Bring the AI frontier into your business.

Most dev shops sell hours.

We don't.

Traditional firms optimize for billable time. More scope. More change orders. More friction.

We optimize for outcomes.

AppStream Studio turns frontier AI capabilities into production systems that perform real work. We're an Anthropic Certified Services Partner, partner with Microsoft Azure, AWS, and Salesforce, and pick the model and stack that fit the problem.

Our engineers aren't “resources.” They're product thinkers. Architects. Builders.

We ship production systems that scale — for PE-backed companies, large enterprises, and teams that cannot afford mediocrity.

If you want cheap code, we're not your partner.
If you want systems that last a decade, we are.

It's the work of turning new AI capabilities into production systems that perform real work inside your business.

A prototype can be built in an afternoon. A system your business depends on has to do much more, every time:

• Authenticate users and respect their permissions
• Retrieve the right context from your systems
• Integrate with the software you already run
• Handle failures, edge cases, and exceptions
• Produce outcomes you can measure
• Stay reliable as the models underneath change

We do it end to end: Advise on where AI creates value, Engineer it into your workflows, and Operate it in production, governed throughout.

The model isn't the advantage. What you build around it is.

Simple. We align incentives.

Instead of billing for time, we structure partnerships around delivery and momentum. Most engagements run on a flat monthly rate tied to a dedicated squad.

No surprise change orders.
No bloated time-and-materials invoices.
No games.

For larger programs, we scope custom engagements based on business impact and timeline.

Best next step? A short working session. We'll tell you quickly if we're a fit.

We take it all the way to production. Strategy-only firms hand implementation elsewhere. AI boutiques stop at the prototype. We advise, engineer, and operate, with governance throughout, and partner with Anthropic, Azure, and AWS so we can pick the model that fits your problem instead of the one we resell.

We put AI inside the work. Not another tool beside the workflow. Agents retrieve context, use your systems, execute steps, and hand people the decisions that need judgment.

We think like owners. We've built products. Raised capital. Shipped platforms. We understand budgets, timelines, and what “done” actually looks like.

We don't deliver decks. We deliver working software.

We embed a focused product + engineering squad inside your organization.

You get:

• Architecture leadership
• AI engineering expertise
• Product strategy
• Full-stack execution
• Production deployment

We use AI acceleration internally to move faster — but what you receive is stable, secure, production-grade systems.

You pay for progress & digital value. Not logged hours.

Typically:

• $25M+ revenue
• Growing fast or modernizing aggressively
• Complex internal systems
• Knowledge-heavy work spread across several systems

Some are PE-backed.
Some are Fortune 500.
All of them have valuable workflows that today's AI can change, and an executive who owns the outcome.