Industrial AI Solutions

    Tailored AI systems for industry & manufacturing — secure, local and ROI-focused

    OPAIRS combines data, AI and business processes in one integrated on-premise system — locally operated, fully controllable and independent from cloud platforms.

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    Problem

    Fragmented data, isolated tools and AI without governance create high effort and low impact.

    Solution

    OPAIRS integrates data, AI and workflows in one local system architecture without vendor lock-in and with use-case-specific models.

    Impact

    Better data quality, faster decisions and secure scaling from shopfloor to management.

    The OPAIRS solution — System of Systems

    OPAIRS is a scalable system-of-systems that connects data, AI and business processes from operations to strategic management.

    Built by engineers in security, data science and manufacturing
    Scalable, no vendor lock-in, no subscriptions
    Sovereign and on-premise ready
    Explore OPAIRS hardware
    OPAIRS System of Systems architecture

    Trusted by partners and customers

    Werks.Experten Performance
    Schober Consulting
    DELL
    HP
    ELEMENTS CONSULTING
    NVIDIA
    FFG - Forschung wirkt.
    USTP – University of Applied Sciences St. Pölten
    Werks.Experten Performance
    Schober Consulting
    DELL
    HP
    ELEMENTS CONSULTING
    NVIDIA
    FFG - Forschung wirkt.
    USTP – University of Applied Sciences St. Pölten

    Our Products

    No SaaS. No subscription. Full sovereignty over your system-of-systems.

    Entry / Pilot

    Phase 1: System setup & productive start

    Build a sovereign AI and data foundation in your own infrastructure.

    • All-in-one system (hardware & software)
    • Integration of existing data sources
    • AI only where it creates real value
    • Short time-to-value with clear scope
    • On-premise, no cloud dependency
    • Expandable and scalable
    Scaling

    Phase 2: BI & knowledge development

    Systematic expansion of analytics, knowledge and decision capability.

    • End-to-end data governance
    • Multiple use cases and departments
    • Verified AI and LLM models
    • BI, forecasting and process optimization
    • Compliance-ready (EU AI Act, ISO, NIS2)
    • Integration into existing IT/OT landscapes
    Customization

    Phase 3: Smart Enterprise System

    Custom system architecture in the OPAIRS ecosystem aligned with strategy and culture.

    • Digital process twin
    • Tailored system architecture
    • Edge AI and hardware integration
    • Automation and robotics
    • Highest security requirements (incl. air-gapped)
    • Long-term extensible and future-proof
    Explore phases & options

    Why OPAIRS?

    AI only where it creates real value

    Applied with your company knowledge and clear business goals.

    Full data sovereignty & security by design

    On-premise capable, controllable and built for high security requirements.

    The digital twin of your business processes

    Connects operations with data-driven transparency and control.

    Consulting, technology & execution

    From strategy to productive operation with one consistent partner.

    Single point of truth for your data

    Consistent data basis for analysis, automation and decisions.

    Ready to use your data and AI in a meaningful way?

    Consulting and analysis with clear technical and strategic recommendations for your company.

    Contact us

    FAQ

    Insights

    An overview of industrial AI, data sovereignty and regulatory requirements that take AI seriously.

    Economics: On-premise vs cloud/APICompliance: EU AI Act in industry
    Stylized factory with chimneys and tanks in turquoise, next to a bar chart with a rising forecast curve and gears – time-series forecasting for industrial manufacturing
    Research & Development

    OPAIRS Forecasting: Self-Hosted Time-Series Forecasting for Manufacturing

    How much material will we consume next quarter, when will energy demand rise, which items will run out? Time-series forecasts answer questions like these – usually through cloud services that production data has to be sent to. OPAIRS has built its own forecasting service that runs entirely on-premise, recommends a model only when it demonstrably beats a simple baseline, and connects with the SQL Agent into one continuous chain: query the data, forecast, evaluate.

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    OPAIRS SQL Agent benchmark: pass rate of all six LoRA adapters for PostgreSQL, T-SQL and Apache Iceberg compared with Claude Opus 4.8, GPT-OSS-20B and the untuned base models
    Research & Development

    OPAIRS SQL Agent: Comparing Six LoRA Adapters for Industrial Databases

    Six LoRA adapters, a 26-question catalog spanning PostgreSQL, T-SQL and Apache Iceberg databases, two external reference models: OPAIRS has systematically evaluated its SQL agent. Two Granite adapters lead the field. For production use, however, the deciding factors are not only answer quality but also speed, memory footprint, concurrency and the available context from ERP, MES, PLM and other industrial systems.

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    OPAIRS Runtime 3 on NVIDIA RTX PRO 4500 Blackwell with GPT-OSS-20B and up to 2,637 tokens per second
    Research & Development

    RTX PRO 4500 Blackwell: 3.4x LLM Throughput Through Runtime Optimization

    Same GPU, same main model, up to 3.4x the output: OPAIRS Runtime 3 raises the throughput of GPT-OSS-20B on the RTX PRO 4500 Blackwell to up to 2,637 tokens/s. At the same time, the tests show why Qwen3.8-27B will not take over the production stack for now.

    Read article
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