Data & AI Strategy

Data & AI Strategy: Use data intelligently, identify opportunities, secure competitive advantages

Well-founded strategies for data-driven innovations, intelligent automation and sustainable competitiveness
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AMAI is a competent partner for AI integration

Why an effective Data & AI Strategy is crucial for your company's success

In the digitally connected economy, data is the new gold. Companies that have data Collect, Integrate, Secure and Evaluate Efficiently, create the basis for new business models and measurable success. A well-thought-out Data & AI Strategy — i.e. the coordinated strategy for Data Management, Data Governance, and the Use of AI — is the key to staying ahead of the competition.

At the same time, Master complex data landscapes, ensure data quality and put critical AI applications on a solid foundation. Without high-quality data, even the most advanced AI models are worthless: A recent survey by Fivetran showing An average of 6% loss of revenue or 406 million US dollars per year Through underperforming, data-related faulty AI models. AI-powered data quality processes (including anomaly detection, standardization) counteract this and enable scalable, compliance-compliant use of data.

Data governance as an important component: Data governance comprises the discipline of ensuring the quality, security and availability of corporate data through clear guidelines, standards and processes. It forms the backbone of a reliable data strategy and ensures that data can be used responsibly and in compliance with compliance.

The 5 Vs of Big Data as a Guide: To capture the diversity and complexity of modern data worlds, the 5 Vs — Volume (amount of data), Velocity (Speed), Variety (Diversity), Veracity (Truthfulness) and Value (Benefit) — offer a proven model. This helps companies to structure requirements precisely and to increase the added value of their data in a targeted manner. (TechTarget)

Real Results

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Real Results

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More success through an effective Data & AI Strategy: Benefits for your business

  • Securing competitive advantages: Identify market trends and customer behavior early on — with big data, advanced analytics and AI.
  • Increase operational efficiency: Automated data processes and AI-based workflows reduce costs and speed up decisions.
  • Develop innovative power: The interplay of big data and AI opens up new products, services and business models.
  • Improve data quality & governance: Data cleansing and anomaly detection increase reliability and compliance.
  • Intelligent automation: Natural language processing (NLP), predictive analytics and (where appropriate) robotic process automation (RPA) relieve teams and speed up processes
  • Transparent decisions & risk minimization: Real-time analyses make risks visible at an early stage and support proactive measures.
  • Scalability & Compliance: Architectures and processes grow with you — on-prem, cloud or hybrid — and remain auditable.

AMAI — Your experienced partner for sustainable Data & AI Strategies

With many years of experience in developing data-driven strategies, AMAI helps companies utilize the full potential of their data. We design tailor-made data & AI strategies that take into account both the technical requirements of data governance, data architecture and data lakes as well as organizational change processes.

Our interdisciplinary team of experts combines in-depth expertise in machine learning (ML), data science, cloud services, and compliance to develop innovative and sustainable solutions. Rely on our proven methods to turn your data into valuable strategic assets.

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Use cases: Examples of how you can use AI in your company

Our process model: This is how we move your AI initiative forward.

As a pure AI consulting and development company, we focus exclusively on AI projects. Our four-stage process model offers you maximum orientation from strategy to production-ready implementation. You don't have to go through all steps: We start right where you are and reliably bring your AI initiative to the next level.

AI Strategy
Right from the start: Your AI Strategy with substance

Before individual use cases are developed and evaluated, we work with you to define your company's overall AI strategy. In doing so, we define goals, fields of action, governance objectives and long-term development directions. This creates clarity, focus and priorities and forms the basis for all next steps, from use case workshops to implementation.

AMAI Konzept
AI Use Case Workshops
Sharpen focus: We show where AI really works for you

We start with a clear view of your processes, data situation and goals. Together, we identify the most meaningful and feasible AI use cases for a sharp focus right from the start.

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AI Business Case
Realistic planning: figures you can rely on

We evaluate costs, benefits, risks and opportunities for success. This creates a well-founded business case with a realistically estimated time-to-value and a sustainable basis for making decisions for your project.

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AI Integration
From code to production systems: We're bringing AI to the streets

With proven components, proven infrastructure and close coordination with your team, we efficiently put your AI solution into productive use. Real transfer of knowledge is taking place continuously.

✔ No prototype without a plan.
✔ No project has no effect.
✔ No effort without results.

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Case studies: Successfully implemented AI projects

Multimodal model to improve address classification: integration of census and geo-data for more precise recipient addresses

Tetris-playing AI: Optimizing the use of space and materials in logistics

Transparency on the track: AI-based real-time analysis of GSM-R switching radio to optimize rail infrastructure

Robust voice recognition for industry: Development of a precise ASR system for challenging environments

SegelnAg: Improving online sailing license verification through an AI-supported feedback system

Success factors and technologies in a robust Data & AI Strategy

A successful data & AI strategy is based on a clear vision and planning that includes both technical and organizational aspects. A solid data infrastructure (data lake, data warehouse, cloud integration), uniform data governance concepts and a culture of data-based decision-making are essential.

Important technologies in this context include data management, ETL processes (extract, transform, load), advanced analytics, Natural language processing (NLP), predictive analytics, and machine learning (ML). The strategic orientation should also focus on the use of AI-based automation solutions and the scalability of the data architecture.

Our experts at AMAI help companies develop these strategies to transform data from pure raw data to strategic business value drivers. With a strong focus on data protection (GDPR, CCPA), we create sustainable solutions that are effective in the long term and maximize the value of your data.

Real Results

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Real Results

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AMAI — Your Guide to AI Expertise from Strategy to Code.

About AMAI: What sets us apart!

We are not a generalist with an AI connection — we are AI specialists with implementation experience. It is precisely this concentration that brings speed, quality and impact to our customers.

Jürgen Stumpp - Managing Partner
Jürgen Stumpp
Managing Director, AMAI GmbH
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Our areas of expertise

AI use case identification & evaluation

AI business cases & roadmaps

Model development & ML engineering

System integration & productive implementation

Productivity, Scaling & Enablement

Explainability & responsible AI

KI Experten Besprechung
15
+
years of experience in AI development
50
+
realized AI projects
100
%
specializing in AI projects
AMAI is a competent partner for AI integration
Lukas Theurer

Questions? Just ask.

Lukas Theurer
Senior Data Scientist
+49 155 60990610
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