Why do 80% of AI projects fail —
and how do you become one of the other 20%?

80% of AI initiatives deliver no measurable business value. Not because the technology isn't there — but because strategy, processes, and execution expertise are missing. We help you become one of the companies that actually makes AI work.
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Our Services
THE STATE OF THE INDUSTRY AND OUR PERSPECTIVE

AI isn’t a trend. But most AI projects still fail.
Act Today, Dominate Tomorrow

The numbers are clear: 80% of AI projects fail to deliver their promised business value (RAND Corporation, 2025). 30% of all generative AI projects are abandoned after the proof-of-concept — before ever going live (Gartner, 2024). And only 1 in 4 companies achieves the expected ROI from AI (IBM CEO Study, 2025). The problem is rarely the technology. 70% of failures are people and process problems (BCG, 2024): missing strategy, wrong use case prioritization, AI layered on top of old processes instead of rethinking them. At the same time, companies that get it right achieve 41% ROI on their AI investments (Snowflake / Gartner, 2025). We are TAISC. We help SMBs, mid-market companies, enterprises, and PE portfolios become part of the 20% — with strategy, hands-on execution, and real expertise.

Companies that don’t actively use AI risk falling behind in the fast-moving innovation race. Studies from leading institutions like GitHub, Google, and MIT/Princeton make it clear: developers become up to 55% faster with AI — especially for complex tasks like debugging, testing, and requirements engineering. New tools like Lovable.dev, bolt.new, and v0.dev compress prototype development from weeks to hours.
Microsoft, as one example, grew its record revenue per employee to over $700,000 in 2024 thanks to Copilot adoption (Microsoft & GitHub). Yet only 30% of companies actively encourage AI adoption (GitHub Study).

TAISC stands for “The AI Software Company.” We specialize in AI strategy, development, automation, and training — for SMBs, mid-market companies, digitally-driven businesses, enterprises, and private equity portfolios. Our goal: to deploy AI not as an experiment, but as a genuine competitive advantage.

‍It’s time to become part of the revolution — and adopt the AI standards of tomorrow today to secure a decisive competitive edge.
HOW WE WORK

Phase 1: Discover & Prioritize
Phase 2: Strategy & Roadmap
Phase 3: Pilot & MVP — test fast, scale safely

You can jump in at any phase — straight to Phase 3 if the use case is clear; straight to training if the team needs clarity first; straight to Fractional CAIO if strategic leadership is what you need.
- Our clients’ goals and competitive advantage are what drive us, which is why we’ve developed methodologies that provide structure, a roadmap, and a path to successful implementation all the way through enablement.
- Starting with the Double Diamond, Design Thinking, and Scrum

1. Strategic Analysis
2. Roadmap Design
3. Implementation
4. Development
5. AI Enablement
6. Guidance

Workshop (half-day to full-day)

Together we identify your challenges, opportunities, and the use cases with the greatest business impact. You get clarity — strategically, technically, and economically — before you invest a single dollar in development.

AI Audit and Roadmap Development

Based on the workshop, we develop a prioritized AI roadmap: which use cases first, which technologies, what timeline, what budget. Build-vs-buy analysis included.

Test fast, scale safely

We integrate AI solutions that support and empower your development team day-to-day. From intelligent development assistance to AI-powered test automation and large-scale data processing — we implement proven AI solutions that slot seamlessly into your existing systems. Modern AI technologies, tailored to your specific needs, enabling your teams to move faster and ship better software.

Phase 4: Production & Scaling

Proof-of-concept or MVP with a fixed scope and clear success criteria. We build what works — not what looks good on paper. Typical timeline: 4–12 weeks.

Optional: Training & Enablement — Building Knowledge In-House

Once the first use case is live, we help you unlock further potential. Whether it’s an internal AI platform, integrating AI into existing products, or building your own AI team — we scale with you. This agile, scalable approach lets you adopt AI incrementally and with minimized risk. You benefit from our experience across dozens of successful AI projects as we guide you through every step of your AI transformation.

We’re not a consulting firm that analyzes AI from the outside. We’re a team of AI engineers, developers, and strategists who have built and shipped AI products ourselves. Deep technical expertise, a holistic approach, and a network of specialized partners — for projects of any size.

Why TAISC — Expertise born from real projects.

We’re with you from the first spark of an idea to successful delivery. Our team identifies the right AI solutions, integrates them seamlessly into your processes, and drives maximum value creation. You gain efficiency, agility, and lasting competitive advantage — all within a coherent, end-to-end approach.

How we work — from first idea to finished solution.

AI Consulting & Strategy
Implementation & Integration
Software Development & Modernization
Knowledge & Skill Acceleration Program
  • Clarity in the AI market
  • Immediately actionable next steps
  • Accelerated execution
  • Competitive edge
Your Challenge
Many companies struggle to identify and prioritize the right AI use cases. Without a clear strategy and roadmap, investments remain ineffective — and AI stays an expensive experiment instead of a real competitive advantage.
Processes and architectures aren’t ready for AI implementation. Add complexity and uncertainty on top of that.
Your software product or service lacks innovation power, or legacy systems and technical debt are slowing your development down.
Teams often lack AI-specific skills, and there’s no long-term support for building that knowledge sustainably.
Our Solutions
We develop a custom AI roadmap perfectly tailored to your business. From strategy through innovation workshops, we help you identify and realize AI opportunities quickly and decisively.
We guide you step by step through the AI transformation of your processes and systems. Our experts ensure a smooth integration of new AI technologies into your existing infrastructure, so you can stay focused on your core business.
Scaling, monitoring, continuous improvement. No project disappears into a drawer — just solutions that get used every day and deliver measurable ROI.
With our hands-on training programs, we get your team ready to make the most of AI. Individually tailored learning programs and ongoing support build lasting capability.
Your Benefit
  • Effective use of new technologies
  • Measurable increase in development efficiency
  • Minimized risk
  • Long-term scalability
  • Higher software quality
  • Significantly faster development cycles
  • More innovation power and competitiveness
    Reduced technical debt
  • Long-term skill development
  • Higher productivity
  • Increased employee satisfaction
  • Sustainable business growth

Your direct line to our AI specialists

When deployed correctly, artificial intelligence gives you an enormous competitive advantage, speeds up your processes, and takes work off your plate — while you stay focused on your day-to-day business. With a holistic strategy and implementation, it can even grow your revenue.

Have questions or want to discuss a concrete AI project with us? Our expert team is here to advise you and answer your questions. Schedule your free 30-minute consultation now!

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Häufige Fragen zu TAISC

Why do so many AI projects fail — and how does TAISC prevent that?
Who is TAISC right for — SMBs, mid-market, or enterprises?
What makes TAISC different from traditional management consultancies?
How quickly will we see first results with TAISC?
Can I start at a specific step — without going back to the beginning?