We help companies optimize, build, and operate AI infrastructure — from GPU to production.
We own every layer — from GPU infrastructure through model selection, fine-tuning, and deployment to production. No handoffs. No gaps.
Engagements from model selection and GPU economics to enterprise AI roadmaps. We translate your business problem into the right technical architecture — and tell you what not to build.
Dedicated pods of AI Architects and LLM Engineers embedded in your delivery cycle. RAG pipelines, fine-tuning, MLOps, inference optimisation — we build it, you own it.
Ongoing model monitoring, retraining, performance optimisation, and SLA-backed support. Keep your AI stack current as models, hardware, and requirements evolve.
Enterprise AI projects fail at infrastructure, not ideas. Too many vendors. Too many handoffs. Nobody owns the outcome. Aevon.ai is different: one engagement, one team, every layer.
Built by operators who have shipped production AI at Microsoft, Salesforce, and venture-backed startups. We know what enterprise-ready actually means.
Deep integrations into NVIDIA, Databricks, Snowflake, and Hugging Face. Better infrastructure access, faster deployments, and a path to clients already on these platforms.
Cost per inference, cost per output, payback model — we make the numbers visible so your CFO sees the same picture as your CTO.
All code, models, infrastructure configuration, and documentation from your engagement is yours. No lock-in, no dependencies. A client who can walk away freely is a client who chooses to stay.
30-minute call. We diagnose the problem: model choice, infrastructure gaps, cost drivers, and blockers. Honest assessment — we'll tell you if we're not the right fit.
Two-week POC. We prove the architecture with your data. Side-by-side benchmarks — cost, latency, accuracy. Fixed fee. No ambiguity.
A dedicated pod builds and ships to production. Weekly checkpoints. You own the IP, the code, and the infrastructure. We don't create lock-in.
Ongoing managed services: model monitoring, retraining, performance optimisation, and SLA-backed support as the AI landscape continues to move fast.
Our referral partner program pays 10% of annual contract value for as long as the client stays. No delivery. No sales quota. Paid when we get paid.
Tell us what you're building. We'll tell you how to build it right.