AI Development Company · EU · USA · UAE · India

The AI development company
for AI that is yours.

Most vendors resell a generic API and call it AI. We do not. EonTech is a custom AI development company that builds and trains bespoke models on your data. Senior engineers based in Poland cover the full path from the first data audit to a live, monitored model — for clients in the EU, the USA, the UAE and India.

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  • You own the weights and code
  • GDPR-native · ISO 27001-aligned
  • Your time zone · senior teams

Full-cycle AI, engineered — not resold

EonTech is a Poland-based AI development company that ships production machine learning to founders, product leaders and enterprises across the European Union, the United States, the United Arab Emirates and India. We are a custom AI development company by design: every engagement starts from your data, your users and a measurable target, and ends with weights, code and pipelines that belong to you. We run the full stack — data engineering, model training, evaluation, deployment and MLOps — under one senior team, so nothing is thrown over a wall.

The AI application development company you hire matters more than the model architecture you pick. We are that team for organisations that need a real engineering partner rather than a demo shop: fintech and e-commerce scale-ups, healthtech and logistics operators, SaaS platforms adding AI copilots to shipped products, and studios exploring adaptive AI in games and interactive systems.

What we build

Four ways we put AI to work

Pick one track or combine them. Each is built by senior engineers and shipped to production, not a demo.

  • 01 · Bespoke models

    Custom AI development on your data

    We train models on your own data. No off-the-shelf wrappers. You own the weights, the code, and the pipeline — a real moat, not a licensed one.

  • 02 · LLMs

    Fine-tuned LLMs & RAG

    We fine-tune open LLMs (large language models) and wire retrieval over your documents. The model speaks your domain, not the open web.

  • 03 · Vision

    Computer vision & document AI

    Defect detection, document parsing, and tracking for logistics. We ship vision models that run in real time at the edge or in the cloud.

  • 04 · MLOps

    Production MLOps

    Training is the easy part. We handle versioning, monitoring, and retraining. Your model stays accurate after launch, not just at the demo.

No generic wrappers

Your data. Your model. Your edge.

A wrapper around a public API is not a moat. A model trained on your data is. We treat your data as the asset it is. We keep it inside EU-grade controls and never share it across clients.

You leave with portable, open deliverables. The weights, the training code, and the serving pipeline are yours to keep and run anywhere — in your own cloud, on premise, or across regional providers if compliance requires it. 

# bespoke model · trained on your data$ eontech train --data ./client› preparing dataset … 184k rows› epoch 12/12 · val_acc 0.94✓ model packaged · you own the weights✓ served behind your private API

Under the hood

Everything a production AI system needs

An AI application development company is judged on what happens after the first good notebook run. These are the eight surfaces we own end to end.

  • Data pipelines

    Ingestion, cleaning, labelling, versioning. Reproducible datasets so every model can be traced back to the exact rows it saw.

  • Model architecture

    Transformers, CNNs, gradient boosting, hybrids. We pick the smallest architecture that hits the target, not the biggest one that impresses.

  • Fine-tuning & RAG

    Domain adaptation on open models (Llama, Mistral, Qwen, small BERT variants). Retrieval over your documents with source citations.

  • AI copilots & agents

    Tool-using copilots for support, sales, engineering, and back-office work. Guardrails, evaluation harnesses, and per-tenant isolation built in.

  • Evaluation harness

    Held-out sets, human-in-the-loop scoring, red-team prompts, drift alerts. Every claim is backed by a number you can audit.

  • Serving & scaling

    vLLM, TGI, Triton, ONNX, or a plain FastAPI service — whichever fits latency and cost. GPU pools sized to real traffic, not vendor slides.

  • Security & isolation

    Data stays inside your cloud tenancy or ours under strict EU controls. No cross-client training. Secrets, keys and PII are minimised by design.

  • Cost control

    Prompt caching, response streaming, quantised weights, small-first routing. We are paid to make your AI bill go down over time, not up.

How it ships

From data to a model you trust

Four milestones. Each one has a written exit criterion before the next begins, so you always know what you are paying for and what you are getting.

  1. Discovery

    We map the use case to a measurable target. You get a clear scope before any code is written.

  2. Data

    We audit and prepare your data under GDPR rules. Clean inputs decide the result.

  3. Train & eval

    We train, then score against held-out data. Every claim is backed by a number you can check.

  4. Deploy

    We ship the model behind an API you own. Then we watch it and retrain as data drifts.

Use cases

What we actually ship

Real shapes of work — the projects that come through the door and the outcomes we scope against. Every one is delivered as production code, not a proof of concept.

  • Fintech

    Underwriting & fraud scoring

    Custom risk models trained on your transaction and application history. Explainable outputs, adverse-action reason codes, and per-decision audit trails.

  • E-commerce

    Search, recommendations & merchandising

    Embedding-based catalogue search, personalised ranking, and generative product summaries. Measured against revenue per session, not vanity CTR.

  • Logistics

    Vision on the line & in the yard

    OCR on waybills, damage detection from photos, and container tracking. Runs on cheap GPUs at the edge, syncs to your ERP over a queue.

  • Healthtech

    Clinical document AI

    Extraction from referrals, prior-auth forms and lab reports. HIPAA- and GDPR-grade handling; the model never memorises identifiers.

  • SaaS & internal tools

    AI copilots for your product

    In-product assistants, natural-language reporting, and workflow automations. Built as an AI copilot development company that ships to your codebase, not around it.

  • Gaming & interactive

    Adaptive AI for games and simulations

    NPC behaviour trees enriched with learned policies, procedural content, and matchmaking models. We work as an AI game development company for studios shipping live services.

Industry relevance

Where our AI work already lives

We do not sell AI as a category. We sell AI that fits the rules, economics and data of a specific industry — the six we know best.

  • Fintech

    Payments, lending, wealth, and crypto. Compliance-first delivery for MiCA, PSD2, and SOC 2 environments.

  • E-commerce & retail

    Search, personalisation, forecasting, and generative merchandising for brands and marketplaces.

  • Logistics & supply chain

    Route optimisation, ETA models, warehouse vision, and demand forecasting on real operational data.

  • Healthtech

    Clinical NLP, imaging support tools, and back-office automation under HIPAA and GDPR.

  • SaaS & platforms

    AI features inside existing products — copilots, semantic search, summarisation, moderation.

  • Media & gaming

    Content generation, moderation, matchmaking, and adaptive AI for live-service titles.

Global reach, one team

A Polish AI development company, working worldwide

EonTech is headquartered in Poland and delivers as a nearshore engineering partner. If you are looking for an AI development company in India, an AI development company in USA, or an AI development company in Dubai, we compete on senior engineering quality, EU-native compliance, and the timezone overlap that makes a project actually move.

Contracts and invoicing are handled in your jurisdiction where required. Data stays where your regulator wants it. Delivery cadence stays weekly.

  • Poland & European UnionHome base · GDPR-native · same-day travel
  • United Kingdom & IrelandFull overlap of the working day · UK GDPR
  • United StatesEast Coast overlap 3–6 pm CET · US-entity contracting
  • United Arab EmiratesFull working-day overlap · DIFC / ADGM-friendly
  • India & APACMorning overlap · English-first delivery

Trust & compliance

Built for regulated delivery

Custom AI development is only as good as the controls around it. These are the guarantees we sign for on every engagement.

  • GDPR-native

    EU-based delivery, DPAs and SCCs where needed, data minimisation as a design rule.

  • ISO 27001-aligned

    Documented information-security controls across code, cloud, and endpoints.

  • EU AI Act aware

    Risk classification, model documentation, and human-oversight patterns baked into delivery.

  • Your IP, always

    You keep the weights, source code, training data, and the pipeline. Portable from day one.

Vertical depth

We know your domain

Shipped across regulated and high-volume sectors. We speak the rules, not just the math.

  • Fintech
  • Healthtech
  • E-commerce
  • Logistics
  • SaaS
  • Gaming

Frequently asked

Answers before the sales call

Twelve questions we hear on almost every AI project — engagement model, geography, tokens, copilots, adaptive AI, gaming, and where our responsibility ends.

  • What does EonTech do as an AI development company?

    EonTech is a full-cycle AI development company: we scope the use case, prepare the data, train or fine-tune the model, wire it into your product, and run the MLOps that keeps it accurate in production. Software engineering and custom AI ship under one contract from a single senior team.

  • Are you a custom AI development company, or do you resell a platform?

    Custom, end to end. Every engagement starts from your data and your target metric. We use open models and open tooling where they fit and build bespoke architectures where they do not. You leave with weights, code, and a pipeline you can run without us.

  • Do you work as an AI application development company, or only on models?

    Both. Most projects need a working product around the model — an API, a copilot UI, a review console, dashboards, or an SDK. As a full-cycle engineering shop we build the model and the application together, so the AI actually lands in front of a user or a system that uses it.

  • Can you build an AI copilot for our product?

    Yes. As an AI copilot development company we design tool-using assistants that plug into your existing UI, respect your permission model, cite their sources, and are measured against task-completion metrics rather than chat volume. Guardrails, evaluation harnesses, and per-tenant isolation are part of the default build.

  • Do you deliver adaptive AI development for products that change over time?

    Yes. Adaptive AI development means models that learn from live signal — click-through, corrections, outcome feedback — inside a controlled retraining loop. We design the feedback capture, the offline evaluation gate, and the rollout strategy so the model improves without silent regressions.

  • Are you an AI game development company for studios?

    We take on AI game development work for studios that need production-grade ML behind the scenes: adaptive difficulty, matchmaking, cheat detection, procedural content, NPC behaviour, and content moderation. We do not sell art-generation pipelines dressed up as game AI.

  • Do you build for AI token development or blockchain-adjacent AI projects?

    We take on AI token development work — model APIs metered by on-chain credits, oracles that price inference, verifiable inference receipts — when the underlying use case is real. We will not ship a token layer that exists purely to raise capital; we scope the utility first, then the token mechanics.

  • Are you an AI development company in India, USA, or Dubai?

    EonTech is headquartered in Poland and delivers as a nearshore partner. For clients searching for an AI development company in India, an AI development company in USA, or an AI development company in Dubai, we work in your business hours, ship under EU data rules, and match or beat local senior rates. Contracts, invoicing and IP transfer are handled in your jurisdiction where required.

  • Why choose an AI development company in Poland over one in India or the USA?

    Timezone overlap with both the EU and the US East Coast, EU-native GDPR posture, and senior engineers you can meet in person on a short flight. AI development company in India options can compete on price; AI development company in USA options on proximity; Poland-based delivery sits between the two on cost and above both on data-protection alignment for EU customers.

  • How do you handle data protection and IP?

    Data is processed inside your cloud tenancy or ours under a signed DPA. We never train foundation-scale models on your data, never share it across clients, and hand back trained weights, source, and pipelines at project end. IP is yours by contract, not by promise.

  • How long does a first AI project take?

    A first useful model is usually four to eight weeks after data access, depending on how clean the data is. A production-grade rollout with MLOps and monitoring typically runs three to six months. We fix the first milestone in writing before any engineering starts.

  • What if we already have a data science team?

    Then we plug in where you are thin — usually MLOps, evaluation, serving, or a specific model that has stalled. We ship inside your repo, your cloud, and your review process. Your team keeps the work at the end.

Deeper AI services

Where AI/ML meets the rest of EonTech

Talk to an engineer

Ready to own your AI?

Tell us the use case. We reply with a clear, honest scope. No sales buffer, just engineers.

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