Agnostic Industries launches AI-based advisory system for real-time decision-making

Artificial Intelligence Agnostic Industries launches AI-based advisory system for real-time decision-making

2025-08-04 Source: Press release 1 min Reading Time

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With its newly launched “Core Advisor LLM”, Agnostic Industries introduces a domain-specific AI system aimed at automating strategy and investment decision processes. Targeted at highly regulated and capital-intensive sectors, the system positions itself as an alternative to traditional consulting and private equity models.

Dashboard view of the Core Advisor LLM, designed for integration with operational systems.(Bild: Agnostic Industries) — Dashboard view of the Core Advisor LLM, designed for integration with operational systems.
(Bild: Agnostic Industries)

The consulting and investment sector is undergoing a shift. As generative AI becomes more embedded in enterprise workflows, new models are emerging that aim to reduce reliance on expensive and time-consuming advisory services. Agnostic Industries, a deeptech company based in Varel, Germany, and Houston, Texas, has launched a system that aims to operationalise strategic logic through its own large language model (LLM).

The “Core Advisor LLM” is designed to support organisations in industries such as defence, energy, infrastructure, and financial services. According to the company, the system combines general language capabilities with domain-specific logic to support activities like market analysis, strategic planning, and portfolio structuring. Rather than generating static reports or presentation decks, it produces actionable outputs ready for implementation – ranging from investment models to transformation playbooks.

What differentiates this product is its positioning as an “execution-grade AI agent.” This means it is designed not just to analyse or advise, but to support real-time operational decision-making. Human experts – such as M&A specialists or infrastructure consultants – can be integrated on demand to complement the AI’s output where needed.

Agnostic Industries sees particular potential in mid-sized companies, municipal utilities, and publicly owned infrastructure operators – organisations facing high transformation pressure but limited consulting budgets. The company promises significant cost reductions compared to traditional advisory approaches, as well as immediate deployability via cloud-based infrastructure.

AI-based decision support tools are increasingly entering fields once dominated by management consultants and investment analysts. However, the effectiveness of such tools depends heavily on transparent model architecture, regulatory alignment, and human oversight. Whether systems like the Core Advisor LLM can deliver sustained value in high-stakes environments remains to be tested – especially in sectors where decision risks are non-trivial and accountability structures are complex.

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Date: 08.12.2025

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