aion AI Infrastructure - Enterprise GPU cloud powering next-generation AI applications

Applied AI Research Lab

Building AI that powers leading enterprises

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Trusted By

88% of enterprises experiment with AI, yet only 7% reach production scale.

Production Scale: 88% of organizations use AI but only 7% at meaningful scale

AI Adoption is broken

We're fixing it

Most enterprises are stuck in an endless loop of AI experiments that never scale. We take you from POC to production-grade AI — in weeks, not months.

Products & Services

Custom models. Intelligent agents.

End-to-end AI systems.

Every engagement ends with a system that runs in production — on your data, inside your environment, built around how your business actually operates.

Custom Models

Models trained from the ground up on your domain, your data, and your edge cases. Purpose-built architectures that understand your industry the way your best engineer does.

Intelligent Agents

Multi-step, multi-tool agents designed around your workflows. Built to handle complex business logic and operate reliably at scale.

End-to-End AI Systems

From data ingestion to deployment. Custom models and agents integrated with your existing systems, with full observability built in.

Domain Fine-Tuning

Foundation models adapted to your specific tasks, terminology, and performance requirements.

Evals & Benchmarking

Every model is tested against your domain before it ships. Your tasks, your failure modes, your metrics.

Optimised for Production

The right model, at the right size, at the right cost — with data to prove it.

AION Nexus

The research platform behind every engagement.

It runs the evaluations, drives the fine-tuning, and compresses timelines that typically take months into weeks.

Layer 1

Hardware & Cluster

Active

Compute

Configuration and cluster efficiency profiling

Memory

Bandwidth analysis and bottleneck identification

Infrastructure

Production deployment readiness assessment

Output

Where it works, where it breaks, by how much

Layer 2 — Inference Performance

Layer 3 — Model Quality

Layer 4 — Behavioural & Task-Specific

SFT & Optimisation

Once we know what needs fixing,

Nexus fixes it.

A synthetic data pipeline ingests your domain documents, SOPs, and knowledge bases to generate high-quality training datasets — systematically.

Fine-tuning strategies

Full SFT, LoRA, QLoRA, instruction tuning, continued pre-training — selected based on what the evaluation shows.

Synthetic data pipeline

Eliminates the manual data preparation that stalls most fine-tuning projects.

Production quantisation

Cost-modelled for the right latency and accuracy tradeoff.

Re-evaluated before shipping

Every adapted model runs through the same four-layer eval stack before it ships.

How We Work

Your engineers and researchers, from Day 1.

Embedded in your team. Accountable for the outcome.

Our Forward Deployed Engineers and Researchers work inside your environment — not from a separate office. They sit with your team, operate within your systems, and work on your data from the moment an engagement begins.

Embedded from Day 1

Inside your environment, not consulting from the outside. Your team, your systems, your data — from the start. They run the evals, drive the fine-tuning, build the agents, and integrate everything.

Full-stack capability

Research, engineering, and deployment in one team. No handoffs, no translation layers.

Domain transfer

Your team learns alongside ours, so the knowledge stays when the engagement ends.

Data sovereignty

Your data never leaves your control plane. Full governance, full compliance.

Outcome ownership

The engagement ends when the system runs without us. Not before.

Free AI Audit

Free AI Audit & Benchmarking

Walk away with a clear AI roadmap.

Before anything else, we take the time to understand your business, your data, and where AI can create the most impact. Here’s what you get:

No commitment required.

AI Maturity Assessment

Your organisation at a glance

Sample Report

Data Infrastructure72%

ML Operations45%

Governance & Ethics58%

Team Capability31%

Strategy Alignment63%

54/100

Overall Maturity Score

3 areas

High-Impact Opportunities

Powering progress across industries

AI solutions built for your sector

Fintech

Health-tech

Retail

E-Commerce

Telecom

Insurance

AI adoption statistics — illustrating the gap between AI experimentation and production deployment

Vision

Our Vision and Mission

The future of AI shouldn't be determined by a select few.

We believe breakthrough technology should be accessible to anyone building for humanity, not gatekept behind exclusive partnerships or reserved capacity. Whether you need infrastructure, embedded research, or specialized engineers, access should be immediate, transparent, and merit-based.

Ask Us Anything

Frequently Asked Questions

We've got answers for you

aion

aion supports 100+ leading open-source and commercial-grade models across language, vision, and multimodal tasks. Models are continuously benchmarked and ranked on the aion serverless inference leaderboard, helping customers choose the best option for quality, latency, and cost.

Yes. aion offers serverless inference options that automatically scale with demand, making it easy to deploy production workloads without managing infrastructure.

Yes. aion supports custom model training and fine-tuning, optimization for cost, latency, and accuracy, and end-to-end pipeline design from data to production. FDEs work directly with your team to ensure models are production-ready.

aion's FDEs embed directly with customer teams to architect training and inference pipelines, optimize models and infrastructure, integrate aion into existing systems, and accelerate time-to-production. They operate as an extension of your engineering organization.

FDE engagements are priced based on scope, duration, and technical complexity. This flexible model ensures customers pay only for the level of support they need—without long-term consulting lock-ins.

Get Started

Custom models. Intelligent agents. Production-grade AI.

We embed with your team, build to your domain, and deploy systems that run on your data — end to end.

Book a Call Book AI Audit