You’ve got LLM FOMO. No roadmap. No results.

Everyone’s talking about AI — and your leadership team wants answers.
But your experiments haven’t moved past the playground. Internal pilots have stalled. And no one agrees on what “AI in production” should actually mean.
At CONFLICT, we cut through the hype. We help teams make smart, strategic decisions about when (and how) to deploy AI — without wasting cycles or budget. From LLM integrations to custom models, we build real applications with real ROI.

Symptoms

• Internal teams experimenting with GPT, but nothing has shipped
• No clear use case, business value, or technical roadmap
• Fear of compliance or data exposure
• Uncertainty around tools, vendors, and long-term ownership
• Past attempts failed to move the needle (or ever leave the sandbox)

How We Help

• AI roadmap design: identifying valuable use cases worth investing in
• Technical feasibility assessments and system architecture
• Custom LLM applications: chat, generation, summarization, retrieval
• Retrieval-augmented generation (RAG), LangChain, and agent systems
• Fine-tuned models, prompt engineering, and fallback logic
• Secure, scalable AI infrastructure built for production environments
• CalliopeAI: our internal AI workbench to accelerate prototyping and deployment

“No more labs. No more fluff. Just real AI, in production, driving results.”

When to Call Us

• Your AI pilot never made it out of the pitch deck
• You’re afraid of wasting time and compute on a dead-end project
• The board wants “AI strategy,” and you need answers that work
• You know AI is coming — but don’t want to build the wrong thing

From Hype to Horsepower

Let’s turn hype into horsepower.
We’ll help you go from “AI experiments” to “AI advantage.”

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