Energy
Predict Plus: Smarter:
Energy with AI
We built a SaaS platform that uses AI forecasting, automation, and real-time insights to help energy teams optimize resources and boost overall team efficiency.
Project Goal
Our goal is to streamline workflows and enable faster, data-driven decisions, keeping organizations very agile and scalable and ready for changing landscapes.
We utilize a robust technology stack for high-performance solutions: Java for backend and AI development, Python and PyTorch for AI, React for frontend.
Tech stack
For DevOps, we rely on Kubernetes and Zabbix, Figma for UI/UX design, and Microsoft Azure for management and overall project oversight.
For DevOps, we rely on Kubernetes and Zabbix, Figma for UI/UX design, and Microsoft Azure for management and overall project oversight.
For DevOps, we rely on Kubernetes and Zabbix, Figma for UI/UX design, and Microsoft Azure for management and overall project oversight.
Services
Custom Web DevelopmentCustom Web Development
Tailored web solutions built from scratch to match your business goals, tech stack, and scalability needs.Tailored web solutions built from scratch to match your business goals, tech stack, and scalability needs.
AI Software DevelopmentAI Software Development
We integrate AI features like chatbots, recommendations, and automation to make your product smarter.We integrate AI features like chatbots, recommendations, and automation to make your product smarter.
ML Software DevelopmentML Software Development
We design and train machine learning models for prediction, classification, and data-driven decisions.We design and train machine learning models for prediction, classification, and data-driven decisions.
Development OperationsDevelopment Operations
Streamlined DevOps processes to automate delivery, improve reliability, and scale infrastructure.Streamlined DevOps processes to automate delivery, improve reliability, and scale infrastructure.
Quality AssuranceQuality Assurance
Comprehensive testing to ensure your product is stable, bug-free, and user-ready across all devices.Comprehensive testing to ensure your product is stable, bug-free, and user-ready across all devices.
Business AnalysisBusiness Analysis
We clarify requirements, uncover gaps, and align technical solutions with your business objectives.We clarify requirements, uncover gaps, and align technical solutions with your business objectives.
Design DevelopmentDesign Development
User-centered UI/UX design that enhances usability, supports brand identity, and drives engagement.User-centered UI/UX design that enhances usability, supports brand identity, and drives engagement.
Thinking ahead is key to sustainable growth. From the start, we prioritized a scalable architecture, building a platform that adapts as the client’s needs expand.
Key Insight
Strategic early technical decisions removed future bottlenecks and costly redesigns, ensuring seamless platform growth and long-term success.
Project Plan
1. Architectural Planning & Development
We engineered a robust, modular system architecture to ensure seamless scalability, high availability, and future integrations — adapting easily to business needs and tech advancements.
2. Core System Implementation
Our team developed and deployed the initial platform, implementing a secure, high-performance infrastructure. We used optimized databases, efficient backend, and scalable frontend.
3. Continuous Optimization & Feature Enhancements
We adopted an iterative approach, analyzing performance and feedback. Proactive monitoring helped fix bottlenecks, boost efficiency, add features, and meet tech and market needs.
4. Scalability & Market Adaptation
To future-proof the platform, we implemented dynamic scaling, automated management, and load balancing to handle user growth, maintain response times, and adapt to industry trends and compliance.
This screen allows users to monitor energy surplus and deficit throughout the day, view purchased and sold energy, and analyze gaps in real time. It also provides an order history with details like volume, time, and target, while enabling quick actions such as placing new buy or sell orders.
This screen allows users to monitor energy surplus and deficit throughout the day, view purchased and sold energy, and analyze gaps in real time. It also provides an order history with details like volume, time, and target, while enabling quick actions such as placing new buy or sell orders.
“
We were fortunate to turn to Wami because their team showed real dedication to our project. Some specialists have joined our team and continue to work on this large and complex project. We also visited their office in Kharkiv and got to know each team member. Friendly and professional team, grateful to them for their work.
Evgeny
CEO at "Predict+"
Approach
Challenge
The client needed a reliable partner to handle most of the product’s development — a technical team that could manage the full cycle, collaborate smoothly, scale efficiently, and ensure long-term stability and growth, while they focused on core business goals.
Solution
We started with an in-depth discovery phase to align with the client's vision and business goals. An experienced software architect led the design of a scalable, high-load system architecture tailored to future growth.
Solution
We built a cross-functional team of 19 experts, including project managers, business analysts, UI/UX designers, developers, QA engineers, DevOps, and data scientists. The team was scaled gradually, matching evolving technical needs and ensuring delivery agility.
Solution
From planning and design to implementation and support, our team covered the entire development cycle. We worked closely with the client’s internal team, ensuring seamless integration, clear communication, and smooth knowledge transfer.
Solution
We implemented processes for continuous delivery and regular performance reviews. This allowed us to refine workflows, reduce bottlenecks, and boost efficiency across the development cycle.
Final Solution
By building a cross-functional team and fostering close collaboration, we managed the development cycle effectively. Our strategic partnership drove scalability, efficiency, and long-term growth, allowing the client to focus on their core business needs.
Teamvoice
“
I joined this project because of its scale and real-world impact. My role goes beyond managing the backlog — I'm shaping how AI and machine learning actually translate into smarter energy decisions. That kind of responsibility keeps you sharp.
Product Owner
Max
“
What stands out here is the consistency. Evolving requirements, shifting priorities — the team absorbs it and still delivers. That kind of stability doesn't just happen.
Tech Lead
Tetiana
“
Some decisions took real creative thinking, and I'm glad we had the space to make them. Honestly, good team dynamics and open communication make a bigger difference than most people admit and this project has both.
Head of Frontend
Olexander
Solving the next challenge
Next Project
BessMax — Battery storage decisions, data-driven →
Next Project
BessMax — Battery storage decisions, data-driven →