This is what an AI agent reads. Same page, second kind of user.

1---
2title: "Work | Applied AI Case Studies | AppStream Studio"
3description: "Production systems, not demos. See how AppStream puts AI to work inside real workflows in healthcare, private equity, proptech, and more."
4url: https://appstream.studio/case-studies
5markdown_url: https://appstream.studio/case-studies.md
6---
7 
8Work
9 
10# See AI at work.
11 
12Production systems solving real business problems, not prototypes or strategy decks. Each one starts with the work people were doing and ends with what changed.
13 
14Healthcare2 Proptech1 Private Equity2
15 
16## Healthcare
17 
182 systems
19 
20- [Community Health System/ Engineer · Operate A scheduling engine on a legacy EMR books 250,000 appointments a year. A health system with 100+ clinics was stuck on a scheduling module that couldn't keep up. We built a new scheduling engine on top of their EMR instead of replacing it. appointments/yr 250K+ avg booking time 1:37 uptime 99.9% Read the case study](https://appstream.studio/case-studies/healthcare-scheduling-transformation.md)
21- [Healthcare Startup (DME)/ Engineer AI scores reimbursement likelihood before a medical device ships. A DME startup was writing off revenue because nobody could predict which placements would get reimbursed. We built an AI engine that checks every case against Medicare and Medicaid policy before anything goes out the door. industry write-off rate 20-50% scoring Real-time documentation Audit-ready Read the case study](https://appstream.studio/case-studies/ai-reimbursement-eligibility-engine.md)
22 
23## Proptech
24 
251 system
26 
27- [National Proptech Platform/ Engineer A 50-state buy-side marketplace, with search that understands intent. The nation's largest flat fee brokerage had a sell-side business but no way for buyers to search, discover, or transact. We built the marketplace and a proof-of-concept for AI-powered property search that understands context, not just filters. states 50 proptech site Top 10 semantic search First Read the case study](https://appstream.studio/case-studies/buy-side-marketplace-agentic-search.md)
28 
29## Private Equity
30 
312 systems
32 
33- [PE-Backed Enterprise/ Engineer · Operate One AI assistant answers HR questions across every acquired company. A PE-backed study abroad provider had acquired multiple companies, each with its own HR systems, policies, and tribal knowledge. We consolidated everything into SharePoint and built a generative AI assistant that answers people ops questions across the entire enterprise. of employees 100% knowledge layer 1 rebuild per deal 0 Read the case study](https://appstream.studio/case-studies/enterprise-genai-people-operations.md)
34- [PE Portfolio Companies/ Govern Security remediation that cleared every audit inside the deal timeline. Multiple PE-backed companies needed security work done fast — pen test remediation, vulnerability assessments, credential hardening, DDoS mitigation, and a zero-downtime cloud migration. All under deal or audit pressure. engagements 5 downtime 0 audit pass rate 100% Read the case study](https://appstream.studio/case-studies/pe-security-compliance-remediation.md)
35 
36## What’s newly possible in your business?
37 
38Tell us about the workflows slowing you down. An AI engineer, not a salesperson, will help you work out whether today’s AI can meaningfully change them.
39 
40[Talk to an AI engineer](https://appstream.studio/schedule-a-discovery-call.md) · [Send us a note](https://appstream.studio/contact.md)
41 
42We’re a strong fit when you have
43 
44- Knowledge-heavy work that spans several systems
45- High volume, manual handoffs, or expensive errors
46- Proprietary data and hard-won institutional knowledge
47- Real security, compliance, or integration requirements
48- An executive who owns the outcome
49 
50---
51 
52## AppStream Studio
53 
54AppStream turns frontier AI capabilities into production systems that perform real work. Talk to an AI engineer: https://appstream.studio/schedule-a-discovery-call · Email: contact@appstream.studio
55 
56- [Home](https://appstream.studio/index.md)
57- [Solutions](https://appstream.studio/solutions.md)
58- [Advise](https://appstream.studio/solutions/advise.md)
59- [Engineer](https://appstream.studio/solutions/engineer.md)
60- [Operate](https://appstream.studio/solutions/operate.md)
61- [Govern](https://appstream.studio/solutions/govern.md)
62- [How we work](https://appstream.studio/how-we-work.md)
63- [Industries](https://appstream.studio/industries.md)
64- [Insights](https://appstream.studio/blog.md)
65- [Partners](https://appstream.studio/partners.md)
66- [About](https://appstream.studio/about-us.md)
67- [Contact](https://appstream.studio/contact.md)
68