Turn unstructured documents into structured data
Extraction, classification and validation pipelines for invoices, contracts, forms and reports.
Hilyoon designs, builds and operates production-grade AI — from LLM applications and autonomous agents to computer vision and ML pipelines — integrated with the tools your teams already use.
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Accounts payable automation
Your data stays yours
Engineering with the modern AI stack
What we build
Practical systems that remove manual work, connect to your existing software and keep humans in control.
Extraction, classification and validation pipelines for invoices, contracts, forms and reports.
Tool-using agents that read, decide and act across your CRM, ERP, email and internal APIs.
Detection, segmentation and inspection models deployed to the cloud or the edge.
Projects
Products we have designed, engineered and shipped end to end.
Our approach
A focused engineering process that proves value early and scales what works.
We start with one high-value workflow and prove measurable impact in weeks, not quarters.
Data pipelines, models, integrations, deployment and monitoring — one team owns it all.
Private deployments, access controls and audit trails built in from day one.
Every project ships with clear KPIs, so you know exactly what the AI is delivering.
Services
Senior engineers who take AI from prototype to reliable production software.
Copilots, assistants and content systems built on leading LLMs, tuned for accuracy and cost.
Autonomous and human-in-the-loop agents that use tools and APIs to finish real tasks.
Retrieval pipelines and vector search that ground answers in your own documents and data.
Detection, OCR, segmentation and visual inspection for images, video and documents.
Forecasting, classification and recommendation models trained on your data.
CI/CD for models, evaluation, observability and scalable cloud or on-premise serving.
Connect AI to your ERP, CRM, helpdesk and internal systems to automate workflows.
Identify the highest-ROI use cases and validate them quickly with a working prototype.
Industries
Why Hilyoon
We validate impact on a real workflow before you commit to a large build.
Evaluation, guardrails, monitoring and fallbacks are part of every delivery.
Systems designed for English, Romanian and Arabic users — including right-to-left interfaces.
Your code, your models, your data. No lock-in, full documentation and handover.
Book a free strategy call. We will map your highest-impact use case and outline a pilot plan.
Book a consultationFAQ
We design, build, deploy and maintain AI systems — LLM applications, agents, computer vision and ML models — and integrate them with your existing software so they deliver value in daily operations.
Most engagements start with a focused pilot that delivers a working system on real data in 4–6 weeks. Full production rollouts typically follow in 2–4 months depending on scope.
Cost depends on scope, data and integrations. After a short discovery call we provide a written estimate with fixed milestones, so there are no surprises.
Yes. We deploy to your cloud account or on-premise, and can use open-weight models when data must never leave your environment.
Yes. We build multilingual systems and interfaces in English, Romanian and Arabic, including full right-to-left support.
Contact
Tell us what you want to automate or build. A senior engineer will reply with next steps.