StartAI.Structured.Concrete.
Many companies want to start with AI but lack a clear first move. In 4 weeks, we deliver a prioritised use case, a feasibility check, and an actionable implementation plan.
Why the first step is decisive
AI stays an initiative. Without a plan.
Three indicators show why AI starts get blocked.
0 %
of AI initiatives are never started
Two thirds of all identified AI potentials in companies are never converted into active projects: not because of lack of interest, but because of missing orientation about the right first step, unclear priorities, and perceived risk.
0–0 mo.
for the internal decision on a first AI project
The typical internal decision process for a first AI project in mid-size companies takes three to six months: driven by internal discussions without a solid foundation. A structured analysis format replaces months with weeks.
< 0 wks
to a concrete, actionable AI plan
With the right structured approach: assessment, use case identification, feasibility concept, and implementation plan: companies can go from uncertainty to a documented, solid AI roadmap in less than four weeks.
The reality: and what is possible
Typical status quo without structured entry → After AI Entry
Without structured entry → uncertainty. With AI Entry → clear plan.
Typical status quo without structured entry
AI and data have been recognised as strategically important for months or years: but no project has been started. The first step appears too large, too unclear, or too risky.
Internal discussions about AI priorities without a solid foundation. Management, IT, and business teams have different ideas about which approach is right.
Uncertainty about whether your own data is suitable for AI at all, what a realistic project would cost, and which prerequisites are missing.
After AI Entry
A complete inventory of the data landscape and a prioritised use case assessment. A clear answer to the question: which process is the right first step: and why?
Internal alignment on priorities, prerequisites, and next steps. Management, IT, and business teams speak the same language.
A concrete implementation plan, directly usable as a decision basis, budget request, or briefing for external engagement.
From uncertainty to a concrete, actionable AI plan
In four weeks: a complete inventory, prioritised use cases, and a directly usable implementation plan.
What you concretely gain
In four weeks from uncertainty to a documented, prioritised use case assessment with implementation plan.
Structured conversations with management, IT, and business teams create the alignment that was missing before.
A complete final document as decision basis, budget request, or project briefing: ready to use immediately.
Results based on completed AI sprint projects. Effort and result scope may vary.
Clarity about the right AI entry point
4 wksIn four weeks from uncertainty to a documented, prioritised use case assessment with implementation plan.
Internal alignment on AI priorities
+100 %Structured conversations with management, IT, and business teams create the alignment that was missing before.
Decision basis for AI investments
4 wksA complete final document as decision basis, budget request, or project briefing: ready to use immediately.
Four phases. One concrete result.
The structured sequence of the AI entry sprint
Inventory of data landscape & processes
We capture your current data landscape, process bottlenecks, and decision paths with management, IT, and business teams. The output is a reliable baseline with clearly named gaps, risks, and leverage points.
Four phases. One concrete result.
The structured sequence of the AI entry sprint
Inventory of data landscape & processes
We capture your current data landscape, process bottlenecks, and decision paths with management, IT, and business teams. The output is a reliable baseline with clearly named gaps, risks, and leverage points.
Use case identification & concept
We prioritise the relevant AI use cases by business impact, data readiness, and delivery feasibility. For the top use case, you get a concrete technical concept including architecture, effort, and rollout path.
Direct implementation on request
If needed, we move directly into implementation of the prioritised use case without extra ramp-up. Alternatively, your team can execute with another partner based on the same deliverables.
Handing over results
You receive a complete final document with priorities, feasibility assessment, and concrete next steps. Results are handed over with stakeholders so decisions can be made immediately.
„Companies rarely fail to start AI because of technology; they fail because the first step is unclear. That is exactly what AI Entry solves: clear priorities, realistic feasibility, and a plan your team can act on immediately."
Dominik Wörz
Founder, alpLytics · Vienna
What ends up on the table
What ends up on the table
What you concretely have
in – wks
to complete AI roadmap
– %
own usability of the final document
–
prioritised use cases with feasibility assessment
Typical tech stack depending on use case
Technology recommendations by use case
Hover for details · Recommendations follow the problem: not the trend.
100 % Open Source
Keine Lizenzkosten, kein Vendor Lock-in
DSGVO-konform
Alle Tools laufen auf EU-Servern
Toolagnostisch
Das beste Tool für Ihr Problem — nicht mit Provision getrieben
bewährte Tools
in 1 Kategorien
Technologie-Rail
PostgreSQL
StorageAssessment and validation of existing database structures
Typischer Einsatz
Assessment and validation of existing database structures
Warum gewählt
Ausgewählt für Stabilität, Wartbarkeit und Team-Fit.
Stack-Fit
Zentrale Datenbasis und Performance
Why alpLytics
What sets this format apart from other entry formats
No workshop without output. No strategy deck without technology. No result that only has value if a large project follows.
Not a disguised sales pitch
The output belongs to you: always
AI Entry is designed to create independent value, even without a follow-on project. The final document can be used internally or with any implementation partner.
Strategy and technology in one format
Not pure strategy consulting. Not pure tech vendor.
We combine strategic prioritisation with technical feasibility in one coherent workflow. You get no strategy without execution path and no tech plan without business relevance.
Four weeks means four weeks
No endless growing assessment
The format is time-boxed with clear phases, deliverables, and scope. You receive a firm result, not an open-ended assessment.
Who is this format for?
Who is this format for?
We prioritise companies seeking a structured entry: not another workshop about AI trends.
CEO
Typical profile
Mid-size company, 50–500 employees
Sprint fit is assessed in a free 20-minute initial conversation.
CTO
Typical profile
Mid-size company without dedicated data team
Sprint fit is assessed in a free 20-minute initial conversation.
CFO
Typical profile
Mid-size company, budget request in preparation
Sprint fit is assessed in a free 20-minute initial conversation.
Mid-size company, 50–500 employees
AI is important but no project has ever started. Too many options without prioritisation. Budget for a follow-on project needs a solid foundation.
Mid-size company without dedicated data team
Technical possibilities are known: but which process has the greatest leverage? And is the data foundation actually ready for it?
Mid-size company, budget request in preparation
For approval of an AI project, an externally developed, solid foundation with concrete figures and realistic effort estimates is needed.
Frequently asked questions
What prospective clients usually ask
Next step
In 4 weeks you will know where you stand: and what the right next step is.
Request AI entry: we clarify in 20 minutes whether your company and timing fit the format. No sales pitch, no commitment.
Fixed price · defined output · independent of follow-on project · no sales pressure