THE GENERATIVE AI STUDIOTHAT SHIPS.
We take companies from strategy to production — not decks, not demos, not pilots that die on the vine.
Trusted by these AI forward companies
What we do
We solve the AI problems your team is stuck on
Most companies know they need Generative AI. Few know where to start, what to build, or how to ship it without burning six months on a proof of concept that never sees daylight. That's where we come in.
From curiosity to clear GenAI direction
- GenAI use case discovery and prioritization
- Agentic vs assistive vs automated system evaluation
- Rapid proofs-of-concept using real enterprise data
- Technical feasibility and risk assessment
- Clear recommendations on what to build—and what not to
Customer Stories
Don't take our word for it
Daren McCormick
President, Pointclear Solutions
“The Appstream team took the time to deeply understand our platform and constraints. Their ability to modernize without risking stability was critical to our success.”
+27%
Increase in productivity
$1.4M
Annual operational savings
Industries
We've done this in your industry
We don't learn on your dime. We bring deep domain experience so we can move fast from day one.
Healthcare Platform Modernization & Digital Transformation
We help health systems, payers, and digital health companies modernize their platforms for the AI era. From HIPAA-compliant infrastructure to intelligent clinical workflows, we deliver systems that scale with patient care demands.
- HIPAA-Grade Security & Compliance
- Trusted by 50+ Health Systems
- 99.9% Uptime SLA
Why AppStream
We're not your safe choice. We're your smart one.
Other firms sell you hours and hope. We ship production AI systems and stay until they work.
AI as architecture, not a feature
We don’t bolt AI onto legacy platforms. We design systems where intelligence is structural — embedded in workflows, data layers, and decision-making.
Microsoft-native. Production-obsessed.
Azure. .NET. TypeScript. Python. We don’t dabble. This is our stack, and we’ve been shipping enterprise systems on it for years.
Process you can see. Outcomes you can measure.
No black-box engagements. Clear phases, honest timelines, and a bias toward shipping — not experimenting.
Same team. Start to finish.
No bait-and-switch. No rotating juniors. The architects who design your system are the engineers who build it.
Your AI roadmap starts
with a conversation
No pitch decks. No pressure. Just a working session to figure out
if we're the right team to build what you need.
FAQ
Questions? Good.
We build for people who ask them.
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 is a Generative AI studio built on the Microsoft stack. Azure. .NET. AI-native architecture. Enterprise-grade delivery.
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 not a chatbot. It's not a pilot. It's not a slide deck.
AI transformation means:
- Identifying real bottlenecks in your business
- Re-architecting systems to be AI-native
- Embedding automation into workflows
- Shipping production-grade solutions
- Training your team to operate differently
Strategy to production.
Architecture to agentic automation.
Not theory. Execution.
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 transformation 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.
Three things:
1. We are Microsoft-native.
Azure certified. Deep in .NET, C#, TypeScript, Python, and modern enterprise tooling.
2. We build AI into the foundation.
Not as a feature. As architecture.
3. We think like owners.
We've built products. Raised capital. Shipped platforms. We understand incentives, budgets, and outcomes.
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
- Serious about becoming AI-native
Some are PE-backed.
Some are Fortune 500.
All of them know legacy systems won't survive the AI era.
They want to lead it.
Security
Secure, compliant,
and private
More on SecuritySecurity isn't a phase in our process. It's in the architecture. SOC 2, ISO 27001, HIPAA — built in from day one.
