Let's Talk
Free 30-minute discovery call. Tell us about your challenge — we'll tell you if AI can solve it.
What you get from this call:
- An honest assessment of whether AI is the right solution for your problem
- A clear picture of what data you'd need and what's achievable
- A rough timeline and budget estimate — before you commit to anything
- No sales pitch — if we're not the right fit, we'll tell you
Email us directly
bhavya@empyronsolutions.comBased in
Germany & India
Common Questions
Frequently Asked Questions
We complement existing teams — not replace them. We bring specialized expertise in areas like LLM fine-tuning, agentic systems, and production deployment that most in-house teams haven't built yet. We also handle the heavy lifting on infrastructure so your team can focus on their core work.
It starts with a free 30-minute discovery call. If there's a fit, we do a 1-week solution design phase with a detailed proposal. Build phase is typically 4–8 weeks. We offer project-based, retainer, and discovery sprint models depending on your needs.
All work is done under NDA. We work within your existing cloud infrastructure (AWS, Azure, GCP) — your data never leaves your environment. Fine-tuned models are owned entirely by you, including the weights.
Yes. We adapt to your infrastructure, not the other way around. Whether you're on AWS, Azure, GCP, or hybrid — we build on what you already have. We use open-source tools wherever possible to avoid vendor lock-in.
It depends on the use case, but our past deployments have delivered 3x inference throughput improvements, 35% cloud cost reductions, 90%+ document processing accuracy, and 40% operations automation. We define success metrics upfront and measure against them.
A discovery sprint can deliver a production-ready proof of concept in 2 weeks. Full production deployments typically take 4–8 weeks. We prioritize shipping early and iterating over long development cycles.