How we built a tool to solve our own AI development challenges and decided to share it with the world.

At Conflict, our mission has always been to tackle complex problems with innovative solutions. We build cutting-edge technology for our clients, but as our focus on AI deepened, we ran into a challenge with our own development process. Our team was spending too much time navigating a fragmented toolchain. We had prompts in one place, RAG pipelines in another, and agent logic scattered across multiple environments. It was an inefficient workflow that slowed our pace of innovation.

We realized we needed a better solution—a platform that could consolidate every stage of the LLM workflow and allow our developers to focus on the creative work they do best. So, we did what we do best: we built it ourselves.

The result is CalliopeAI, an all-in-one workbench that has become the backbone of our AI development at Conflict. It has transformed the way we work, enabling us to move faster and build with greater confidence.

What Our Team Gained from CalliopeAI:

• Seamless Collaboration: CalliopeAI’s unified interface allows our developers to work on the same project without friction. We can easily share prompts, pipelines, and agents, ensuring everyone is on the same page.
• Accelerated Iteration: With built-in versioning and benchmarking, we can quickly test and compare different models and approaches. This has drastically reduced our development cycles, allowing us to deliver more value to our clients in less time.
• Focus on Logic, Not Infrastructure: CalliopeAI provides a clean, elegant environment that minimizes boilerplate and “glue code.” Our developers are free to focus on the core logic of the AI, where true innovation happens.

The success of CalliopeAI within our own company has been so significant that we decided it was too valuable to keep to ourselves. We believe it can help other teams solve the same problems we faced.

We’re now taking the first step in sharing this solution with the world by inviting a small group of innovators to join our private beta.

Join us and discover how you can build the future of AI more efficiently.