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AI and GenAI:
From idea to live solution
Storm Reply brings Generative AI quickly, safely, and scalably into your applications.
We create AWS-based AI solutions for the German Mittelstand that not only impress but also save measurable time, make knowledge usable, and create new efficiency.
Your path to real business value
Generative AI is changing how companies shape knowledge, processes, and customer interactions – but there are usually months of uncertainty between an idea and productive use. Many organizations start with individual experiments or pilot projects that deliver impressive results but never make the leap into everyday use.
Storm Reply fills exactly this gap. With the Storm Innovator GenAI we connect the speed of prototyping with the stability of productive cloud architectures on Amazon Web Services.
Our approach is clearly structured: From the identification of suitable use cases to rapid, controlled prototyping to the integration into your existing systems.
We translate business goals into technical feasibility, taking data protection and governance into account from the very beginning and building on serverless AWS services for scalability and cost efficiency. The result: production-ready solutions that generate real business value – not in years, but in weeks.
Why many AI initiatives never go productive
The market for generative AI is in motion. Almost every company is now testing chatbots, assistants, or document analysis. However, while the number of pilot projects is rising rapidly, the number of productive implementations remains surprisingly low.
The reasons are multifaceted – and have less to do with technology than with structure and responsibility. Many teams start with a Proof-of-Concept without a clear target image: There are no measurable success metrics, a business owner, or a long-term operational perspective. At the same time, technical dead ends arise because prototypes are developed in isolated tools – outside the governance, security, and cost controls of IT.
Additionally, there is concern about data protection and compliance: Without traceable data flows, audit logs, and guardrails, decision-makers lack the trust to approve a go-live. After all, many initiatives fail due to integration into real processes – AI remains an add-on rather than part of the workflow.
Storm Reply addresses exactly these barriers: With an AWS-based framework that considers governance, scalability, and security from the start. We translate the pressure for innovation into a clear implementation plan – so that your AI projects do not end with demos, but deliver real value.
From idea to result – with our framework
Our approach follows a clear, proven principle –
three pillars, one goal: productive AI outcomes.
After dozens of AI projects, we know what causes innovations to fail – and what makes them successful. It’s not the next model or tool that matters, but a clear, repeatable path from idea to operation. This is exactly where we focus: with the Storm Innovator GenAI.
In three pillars we bundle experience, technology, and methodology – so that a Proof-of-Concept becomes a productive solution is created.
Pillar 1 – Use case identification & evaluation
Pillar 2 – Rapid implementation with the Storm Innovator GenAI Accelerator
Pillar 3 – Production-Ready Deployment
From potential to priority
The first step on the path to a productive solution is a clear understanding of where generative AI actually creates added value. In a structured workshop with your specialist departments, we identify relevant use cases, evaluate them in terms of business impact, data availability and technical feasibility, and rank them according to their potential benefits. We combine our experience from dozens of cloud and AI projects with a proven scoring model that takes both economic and technical factors into account. The result is a prioritised roadmap with realistic goals, expected ROI, and a clear implementation sequence – the foundation for any successful project.
Ergebnis: eine klare, priorisierte Roadmap für Ihre GenAI-Reise.
From idea to working prototype – in weeks, not months
With the Storm Innovator GenAI Accelerator, we transform prioritised ideas into tangible results. Our framework contains all the key building blocks for successful pilots: secure AWS architecture, prompt and agent orchestration, logging, observability, guardrails and cost controls. This results in a functional prototype within a few weeks that can already be integrated into your existing environment – for example, for multi-agent scenarios, internal knowledge management or service automation. We develop iteratively, actively involve your subject matter experts and validate the added value using concrete KPIs. The focus is on speed without compromising security and governance – powered by AWS.
Result: a working prototype, not just a theoretical concept.
Secure, scalable – ready for everyday use
Successful AI projects don't end with the prototype. That's where they really begin. In this phase, we transform the validated pilot into a robust, production-ready solution – based entirely on AWS best practices. We implement serverless architectures, CI/CD pipelines, security policies and monitoring mechanisms to keep operations, compliance and costs under control in the long term. Depending on your needs, we integrate your solution into existing systems such as CRM, DMS or service platforms and ensure smooth operation, including support and governance structures. This turns a successful pilot into a scalable product that delivers real business value – secure, traceable and maintainable.
Result: a production-ready solution with governance, monitoring and support.
We advance your project idea forward
Funding opportunities for your project start
Especially in the development of initial AI prototypes, AWS offers the possibility of support in certain cases.
As a long-standing AWS Premier Partner, Storm Reply is familiar with these programs and knows which requirements and use cases may be eligible for funding – for example, in the context of proof-of-concepts or pilots for generative AI applications.
We take care of the review, coordination, and application for suitable funding options directly with AWS for you. This allows you to start your project faster and with less risk – with more budget for innovation instead of administration. The actual amount of funding and approval is always at the discretion of AWS, but our experience shows: well-structured, clearly defined POCs have particularly good chances.
Start your AI project with Storm Reply – from use case to go-live.
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Storm Reply is part of the Reply Group and specialises in developing and implementing innovative AWS-based solutions and services. The company's expertise in Infrastructure as a Service (IaaS), Platform as a Service (PaaS) and Software as a Service (SaaS) enables them to provide comprehensive support throughout the entire cloud transformation process. Using AWS creates measurable business value. As an AWS Premier Consulting Partner, Storm Reply assists leading European and global companies with implementing and managing critical cloud-based systems and applications. The targeted use of AI and generative AI from the AWS portfolio automates processes and enhances long-term innovative strength. This creates a scalable, cloud-based foundation for the continuous transformation of business models.