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.
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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.






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.
IPOIQ analyzes upcoming IPOs, evaluates financials, highlights risk signals, and produces clean investment-ready reports for retail traders, analysts, and advisory firms.
Explore IPOIQStackAdvisor.AI converts business requirements into complete technical architectures—including cloud services, diagrams, and cost estimates.
Try StackAdvisorOur AI pipeline analyzes online discussions, identifies developer topics, and creates detailed 2500–3000 word technical articles that your audience will actually want to read.
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Presented at the AWS Summit Bangaluru 2024 on the Amazon Bedrock and Image Pattern Analysis using Claude 3 Haiku model

This presentation offers a concise overview of key features in Amazon Q designed to boost developer productivity.

This presentation showcases how early-stage startups can leverage Serverless Technologies to accelerate time to market while minimizing the need for extensive infrastructure management.
We offer range of services from Building applications in the Cloud to Cost/Ops Optimization of existing applications. We carefully identify your business needs and help you choose the right set of technologies to build your product.


In an unprecedented reversal, AWS has restored CodeCommit to general availability after deprecating it in July 2024. This decision validates teams that remained committed to AWS-native git repositories while leaving migrated teams questioning their investment.
Read moreA hidden AWS SecurityHub configuration policy, invisible in the console but active at the API level, was silently draining budget. Using Amazon Q, an agentic AI assistant, within just 15 minutes, Q identified the root cause through systematic API introspection, multi-step reasoning, and tool execution.
Read moreThe fastest way to accumulate technical debt is to force a NoSQL database to behave like a relational one. This comprehensive guide reveals when DynamoDB makes sense—and when you're setting yourself up for years of operational pain.
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