StackAdvisor AI: Bridging Vibe Coding and Structured Software Planning
From Idea to
Production — Faster, Smarter, AI-Native
We help startups and enterprises design, build, and scale cloud-native products with AI at the core — without over-engineering or wasted spend.
Architecture. Automation. AI. Delivered with real-world engineering discipline.
Our amazing clients
Trusted by startups and growing teams worldwide
Our Solutions
We offer a range of tailored solutions to help you achieve your business goals. Our team of experts will work with you to understand your needs and develop a custom solution that meets your specific requirements.
MVP Development
Launch faster with a market-ready MVP designed to validate ideas, attract users, and scale as your b...
Validate Your IdeaSaaS Product Development
Build secure, scalable, and subscription-ready SaaS platforms with a focus on performance, usability...
Scale Your SaaSCloud-Native Application
Design and build cloud-native applications that leverage microservices, serverless architectures, an...
Start Cloud-Native DevelopmentEnterprise Application
Develop robust, secure, and high-performing enterprise applications tailored to complex business nee...
Start Enterprise DevelopmentLegacy Modernization
Transform outdated systems into modern, cloud-native applications that improve performance, security...
Move to Modern ArchitectureAutomation & Integration
Streamline operations and improve efficiency through API-driven integrations and intelligent automat...
Automate Your BusinessAI/ML
Automate decisions, uncover insights, and build intelligent product features without unnecessary com...
Start AI/ML DevelopmentIoT & Connected Systems
Build secure, scalable IoT and connected systems that collect, process, and act on real-world data, ...
Start IoT DevelopmentYou know
Your business.
We know technology.
Transform Your Ideas into Reality with Our Cloud-Native Expertise!
Our team specializes in building Minimum Viable Products (MVPs) to Full-scale Digital Solutions that are not only secure and robust but also scalable and efficient.






Case Studies / Guides
Based on our collective experience building cloud-based applications over the years, this collection highlights best practices, technical guidelines, reference materials, and diagrams of reference architecture.
AWS-Powered Solutions
Secure, scalable cloud solutions built on AWS
As an AWS Consulting Partner, we design, build, and manage cloud-native solutions that help businesses scale faster, improve reliability, and optimize cloud costs.
AWS Consulting & Architecture
Designing secure, scalable, and high-performance AWS architectures aligned with your business goals.
- Cloud Architecture Design
- AWS Best Practices
- Scalable Cloud Solutions
Cloud Migration & Modernization
Seamless migration and modernization of applications, data, and workloads on AWS with minimal downtime and risk.
- Application Migration
- Data Migration
- Legacy to Cloud
AWS DevOps & CI/CD
Automated CI/CD pipelines, infrastructure as code, and cloud monitoring for faster, reliable releases.
- CI/CD Pipelines
- Infrastructure as Code
- Cloud Automation
Serverless & Event-Driven Systems
Building highly scalable, cost-efficient, event-driven applications using serverless and microservices architectures.
- Serverless Architecture
- Microservices
- Cloud-Native Applications
Cost Optimization
Optimizing cloud usage and costs through performance tuning, monitoring, and best practices.
- Cloud Cost Management
- AWS Cost Optimization
- Performance Optimization
Managed AWS Services
Ongoing cloud management, monitoring, and support to ensure performance, security, and reliability.
- Cloud Monitoring
- AWS Support & Maintenance
- Managed Cloud Services
Generative AI Solutions
AI systems that automate expert-level decision-making.
We build domain-trained AI systems that replicate expert workflows— financial analysis, architecture design, technical content creation, and many more. These solutions are production-ready, used by real customers, and built on top of secure, scalable cloud-native foundations.
Generative AI for Finance
IPOIQ analyzes upcoming IPOs, evaluates financials, highlights risk signals, and produces clean investment-ready reports for retail traders, analysts, and advisory firms.
Explore IPOIQGenerative AI for Software Development
StackAdvisor.AI converts business requirements into complete technical architectures—including cloud services, diagrams, and cost estimates.
Try StackAdvisorGenerative AI for Technical Content
Our AI pipeline analyzes online discussions, identifies developer topics, and creates detailed 2500–3000 word technical articles that your audience will actually want to read.
View Sample PostsOur Process
A delivery model designed for teams that need outcomes, not layered approvals, handoffs, or one-size-fits-all frameworks.
Problem Framing
We work directly with stakeholders to define the real business problem, success metrics, and technical boundaries before locking scope.
Solution Architecture
We design cloud architecture, data flows, security, and integration points upfront to ensure the solution scales without rework.
Senior-Led Build
Experienced engineers build secure, cloud-native solutions on AWS with clear ownership and accountability.
Real-World Validation
We test for performance, security, and reliability based on real usage patterns and operational scenarios.
Launch, Optimize & Evolve
We deploy, monitor, and continuously refine systems to support growth, stability, and cost efficiency.

AWS Partner Network
Cloud That Works for Your Business
Backed by the AWS Partner Network
APPGAMBiT is an AWS Consulting Partner, validating our ability to design, build, and manage AWS environments that meet AWS's own expectations.
💡 In short: your cloud is built within the AWS ecosystem, not around it.
Want a quick assessment of your idea?
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What Our Clients Say
Ready to Build Your Project?
Let's Talk Before You Build
A focused discussion on architecture, scalability, and long-term impact — ensuring the right solution for your business.
- Architecture & scalability review
- Technology stack recommendations
- Timeline & resource planning
- Long-term impact assessment
Confidentiality Guaranteed
NDA Available Upon Request
Schedule a consultation to discuss your project requirements
Discuss Your IdeaNo commitment required • Free consultation
Recent Articles
Insights, guides, and best practices from our team
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