Technology

AI & Machine Learning

AI & ML: From MVP to Enterprise MLOps Two 
Decades of Production Intelligence

Why Gradion

Gradion delivers end-to-end AI acceleration with proven MLOps blueprints and 23+ years of field-tested experience.

Data readiness

We streamline and unify your data layer so teams spend more time building, not cleaning.

From pilot to production

Our infrastructure, security, and ROI frameworks ensure your PoCs reach users, not a dead end.

Scalable talent

Our EU/Asia blended bench brings hard-to-find ML and LLM talent, ready to deploy on day one.

Flagship Reference: IDnow

When IDnow needed to scale AI‑driven identity verification, they chose Gradion to embed ML experts alongside their European team.

Supported key initiatives aimed at enhancing operational efficiency, scalability, and compliance within a regulated environment.

Integrated seamlessly with client workflows to provide long-term support across evolving technology needs.

Engagement has run continuously for years, proving our ability to integrate and deliver inside a regulated environment.

Service Spectrum

Stage	What We Deliver
Ideate & Validate	Rapid AI ideation sprints • Technical/commercial feasibility & ROI canvassing • 4-week PoCs and prototype apps for market validation.
Data & Model Build	Data engineering & feature stores • Classic ML, deep learning, and generative AI (LLMs, diffusion) • Custom model training & fine‑tuning on‑prem or cloud GPUs.
Deploy & Operate	Containerised model serving (K8S, serverless) • CI/CD for models, shadow mode, canary releases • Monitoring, drift detection, and automated retraining.
Scale & Govern	MLOps platform engineering • Responsible AI frameworks, bias audits, GDPR alignment • Performance & cost optimisation across CPU/GPU fleets.

Use‑Case Playbooks We Run Frequently

Identity & Fraud Detection

CV + NLP pipelines for real‑time KYC and document verification.

Predictive Maintenance

Time‑series models that reduce downtime up to 30 %............

Personalisation & Next‑Best‑Action

Recommendation engines lifting conversion 10–20 %. ..........

Generative AI & Chat Assistants

Domain‑tuned LLMs for support automation and knowledge retrieval.

Rapid Venture Validation

Prototype‑in‑a‑Month service for startups to test AI business hypotheses without heavy capex.

Market‑Ready Accelerators

LLM Fast‑Track

We validate ideas quickly and cheaply by plugging into proven LLM APIs (OpenAI GPT‑4o, Anthropic Claude, Google Gemini). Only when usage volume or data‑sovereignty demands it do we fine‑tune or self‑host private models.

Data Readiness Kit

Automated pipelines to profile, cleanse, and label datasets-often unlocking 50% faster model iteration.

MLOps Jumpstart

Terraform + GitOps templates, GPU autoscaling, and integrated ML observability; live in your cloud in < 30 days.

Why Gradion

Proven Longevity

Two decades shipping AI before “GenAI” was a hashtag.

Full‑Stack Team

Data engineers, ML scientists, DevOps & SRE under one contract.

From Startup to Enterprise

We scale MVPs to platforms handling millions of live transactions. of live transactions.

Compliance Built‑In

ISO 27001 processes and responsible‑AI checklists satisfy auditors from finance to healthcare.

Hybrid Talent Model

EU leadership with Asia‑based ML pods enables 24‑hours iteration and cost‑efficiency. Early PoCs stay lean on API‑hosted LLMs; dedicated GPU clusters come later, when ROI and privacy needs justify them.

Have data need outcomes?

Let Gradion(NFQ Asia & NFQ Solutions) turn your datasets into deployed intelligence. Schedule an AI strategy call or a 4‑week PoC slot today.

Talk with our Technology Expert