ARCHITECTINGTHE PLATFORMS YOUR NEXT DECADE WILL RUN ON
Legacy systems don't survive the AI era. We rebuild them so they lead it — from architecture to agentic automation, from strategy to production.
Trusted by these AI forward companies
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What we do
Designing & Deploying Generative AI Systems That Actually Work
We help companies research, design, and implement Generative AI systems that integrate deeply with their data, workflows, and platforms — safely, scalably, and with real business impact.
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
Trusted by teams runningmission-critical platforms
AppStream helps enterprises modernize complex systems without disrupting core operations. Our focus is stability, security, and AI-first outcomes.
Trusted by these AI forward companies
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
Award-Winning Excellence
Recognized as leaders
We're honored to be named the Top Generative AI company in the State of Tennessee.
Industries
Industry experience that matters
Deep technical experience with strong domain understanding. We adapt our solutions to the realities of each industry.
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
Why companies trust AppStream
We build and modernize mission critical systems with a clear process, deep engineering, and predictable results.
Built for mission-critical systems
We work with platforms that cannot fail. We modernize complex systems step by step without disrupting live operations, security, or compliance.
Deep engineering, not surface-level AI
We don't add AI for demos. We design AI-native systems that fit real workflows, data, and infrastructure, and deliver measurable results.
Clear process and predictable outcomes
Clients always know what comes next. We work in clear phases, align with internal teams, and focus on outcomes, not experiments.
Partnership Approach
We work as a true partner, not a revolving team. The same experts stay with you, building deep domain knowledge and long-term momentum.
Open Source & Community
Giving back to
the developer community
We actively contribute to open-source projects we use and believe in. These tools are built in real enterprise projects and shared to help teams build, scale, and modernize faster.
Ready to accelerate
your AI initiatives?
Connect with our team to explore custom AI solutions
that create measurable business outcomes, fast.
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 boutique Microsoft-focused innovation consultancy. 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 SecurityWe build and modernize systems with security embedded from day one, following industry standards and compliance requirements end to end.
