Feasibility Studies
Local AI/LLM & Emerging Tech Studies
Evaluating the risks, computational costs, and data privacy implications of local Large Language Model (LLM) hosting and emerging technical setups.
Scientific feasibility validation for emerging technologies
Integrating cutting-edge tech like local Large Language Models (LLMs), autonomous agents, or complex IoT networks presents significant risks. Companies face high setup costs, computational latency bottlenecks, and complex privacy compliance.
I run independent, research-backed feasibility studies. By combining my academic research in artificial intelligence and simulation with industrial systems engineering experience, I calculate hardware requirements, evaluate privacy impacts, and benchmark performance to help your team make informed technology roadmap decisions.
🎯 Service Scope & Key Capabilities
This module covers the following targeted topics and key expert competencies:
📦 Specifications: Inputs & Deliverables
A clear breakdown of the resource inputs required from your side and the concrete deliverables you will receive as the output of this service module:
Required Client Inputs
To be provided to initiate development
- Core business targets description
- Privacy constraints parameters
- Primary technology candidates
- Current server/compute infrastructure specs
- Representative data samples
- Cloud/hardware cost thresholds
- Model sizing constraints
- Review session feedback
Guaranteed Deliverables
Outcome packages included in the scope
- Technology briefing goals
- Sizing constraints profile
- Hardware sizing & specification map
- Security boundary diagram
- Benchmark execution speed projections
- Computational cost-benefit sheets
- Independent Feasibility Study report PDF
- Recommended technology roadmap options
📋 Project Plan & Execution Phases
Our technical feasibility assessments evaluate emerging technology integrations:
Tech Briefing
We define the emerging technology target (e.g. hosting a local LLM) and your performance and privacy constraints.
Requirement Mapping
We map hardware specifications, model parameter sizes, network bandwidths, and security boundaries.
Calculation & Run
We run benchmark simulations, calculate hardware and latency costs, and verify data privacy compliance.
Strategic Advisory
We deliver an independent feasibility study report outlining recommended paths, hardware profiles, and risk mitigations.
Start a Conversation
Write directly to request an inquiry about the Feasibility Studies module or custom bundle options.
Contact & Booking Inquiry
Send an email request to
georg.hackenberg@fh-wels.at
Typically responding within 2 business days.
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