Frequently Asked Question
Answers to the most frequently asked questions about partnering with Peony for enterprise AI projects, including our process, capabilities, and how we deliver impactful results at scale.
What industries do you specialize in?
We have experience working with businesses across various industries, including SaaS, Retail, Finance, Real Estate, and E-commerce. Our AI consulting and implementation approach is flexible and industry-agnostic, allowing us to build tailored solutions that align with your unique business goals and operational needs. We’d love to learn more about your industry and how we can support your growth.
What happens during the first call?
Our initial consultation is a 30-minute discovery session designed to understand your business, challenges, AI goals, and existing technology setup. During the call, we’ll explore potential solutions, discuss possible strategies, and assess whether we’re the right fit to work together. There’s no obligation — just an opportunity to explore how we can support your business growth.
Who owns the AI systems built for customers?
You retain full ownership of all intellectual property related to your project from day one. This includes workflows, custom code, database infrastructure, and every component developed as part of your AI solution.
If our partnership comes to an end, we provide a complete handover with thorough documentation, training, and user guides to ensure a smooth transition. Your system remains fully yours — always.
Do you build solutions from scratch or use existing tools?
We do both. Our approach is practical and results-focused. We leverage trusted tools and AI platforms when they provide the most efficient solution, while also developing custom systems when your business needs require greater flexibility or functionality.
Our priority is to deliver effective results quickly without unnecessary complexity — while still building from scratch when standard tools are not enough.
What is your typical project timeline?
We deliver the best results through engagements lasting at least three months, allowing sufficient time for strategy, consulting, and roadmap development. However, we believe in fast execution and continuous collaboration, which is why we aim to deliver an initial proof of concept (POC) within the first three weeks of every project to gather feedback and ensure we’re aligned with your goals.
What does your team structure look like?
Each project is led by a dedicated Partner who acts as your executive sponsor and main point of contact. They are supported by a team of Solution Architects, ML Engineers, and Integration Specialists who collaborate to design and deliver your solution.
For enterprise engagements, we assign a dedicated team with direct communication channels and the option for 24/7 support.
Can you work with our existing AI vendors?
Yes, absolutely. We are technology-agnostic and regularly work alongside existing vendor ecosystems. Whether you’re using AWS, Azure, GCP, or specialized AI platforms, we integrate seamlessly into your current setup. We also help optimize your existing investments while expanding your system’s capabilities for better performance and scalability.