At Seedbox, we transform AI concepts into tangible business solutions. As an AI Lab, we combine research, product thinking, and deployment to turn business challenges into AI-powered outcomes. Our services are designed to guide you from strategic evaluation to full-scale implementation – ensuring every step delivers real value. We build AI with a human touch: made for real people, designed around real workflows, and developed in line with Europe’s highest standards of security, transparency, and sovereignty.
AI-first Services
Introduction
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
AI Use Case Exploration Workshop
x

From insight to execution.
This workshop lays the groundwork for targeted AI deployment. Together, we analyze core processes in your organization to identify where AI can deliver tangible impact—aligned with your tech and operational reality.Target group: Management, process owners, business & ops teams, innovation managers. Suited for both entry-level and experienced teams.

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
360° AI Readiness Assessment
Lay the foundation.

This compact, benchmark-based assessment helps you evaluate how well your organization is positioned to leverage AI effectively. Together, we analyze the four key dimensions – strategy, processes, technology, and culture – to uncover blind spots, clarify your AI potential, and define actionable next steps.

Duration: 1½ days total (incl. Prep & Wrap-up)

Target group: Executives & decision-makers, especially: C-Level, department heads, digital, strategy & innovation leads, IT and process owners

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
AI Future Vision Workshop
Define your GenAI vision.

In this strategic workshop, we develop a tailored GenAI ambition for your organization. Together, we define a shared understanding, clear goals, and a realistic vision for the role of AI in your business. It’s the ideal starting point for companies wanting to think ahead before building.

Duration: 1 day + Prep & Wrap-up

Target group: Management, strategic decision-makers, and transformation leads – especially in strategy, innovation, and digitalization.

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
Gen AI Strategy Roadmap
Strategy that sticks.

This multi-day offsite format helps leadership teams build a realistic, organization-specific GenAI strategy. Away from daily operations, we evaluate your market, technology, and structures, and define your most impactful action areas for clear, aligned roadmap with realistic next steps and full organizational buy-in.

Duration: 3-4 days offsite (confidential format)

Target group: Executives, strategy leads, and decision-making teams.

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
Your Custom AI Case
From idea to prototype — tailored to your business.

You bring the use case — we bring the AI expertise. We work together to validate your idea, design a fit-for-purpose solution, and build a functional prototype that fits your tech stack and workflows. Whether it's an internal tool, a client-facing assistant, or a data-heavy automation case — we’ll rapidly iterate with no-code or low-code tools, test feasibility, and deliver a first proof-of-concept.

Relevant for: Innovation teams, IT architects, and domain experts with specific challenges

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
Employee Enablement & Knowledge AI
Retain knowledge and train employees smarter and faster.

Solutions:

AI-assisted onboarding & role-specific training

Internal knowledge base copilots

Document-based learning assistants

Relevant for: HR, L&D, and operations teams in training-intensive or regulated industries

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
Governance, Risk & Compliance (GRC) AI
Automate compliance, reduce risk, and stay audit-ready.


Solutions:

Legal & policy document review

Compliance monitoring & alerts

Export control & ESG copilots

Relevant for: Legal, compliance, and ESG leaders in export-heavy, regulated sectors

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
Sales Intelligence & Market Discovery
Find leads faster and close smarter with AI assistance.


Solutions:

AI research agents for customer discovery

Automated sales collateral & pitch generation

CRM task assistants

Relevant for: Any sales team out there

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
Decision Intelligence & Planning AI
Make faster, better decisions with real-time insights.

Solutions:

Executive report copilots

Scenario simulation tools

Go-to-market optimization assistants

Relevant for: Strategy, finance, and executive teams driving growth or market entry

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
Process Monitoring & Data Insights
Turn raw data into actionable insights and predictions.

Solutions:

Anomaly detection from sensors

Monitoring dashboards

Predictive maintenance copilots

Relevant for: Ops, quality, and maintenance teams in manufacturing and engineering firms

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
Customer Service & Communication AI
Boost customer satisfaction while reducing support costs.

Solutions:

Virtual chat & email assistants

Sentiment and feedback analysis

Multilingual support copilots

Relevant for: Heads of Customer Service, CX & Support, B2B service providers, insurers, utility companies, companies with multilingual customer bases

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
LLM Router for Cost-Performance Optimization

Challenge:

Enterprises overspend on AI inference by using the same model for every task, regardless of complexity.

Our Solution:

A smart, prompt-aware router that dynamically selects the optimal model for each task—reducing inference costs by up to 85% while maintaining output quality.

Finding:

Our LLM router achieved over 95% accuracy in model selection, enabling faster, cheaper, and more efficient deployments.

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
Explainability & Hallucination Detection in RAGC

Challenge:

Lack of transparency in AI outputs creates trust and compliance issues, especially in retrieval-augmented generation (RAG) settings.

Our Solution:

We integrate real-time explainability algorithms that detect hallucinations and trace model reasoning paths through external knowledge.

Finding:

We reduced hallucinations in RAG scenarios by up to 95% and provided interpretable outputs aligned with the EU AI Act.

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
Model Compression & Knowledge Distillation

Challenge:

Large models are compute-heavy and environmentally costly to run in production.

Our Solution:

We distill large models into compact, performant versions using advanced pruning techniques and knowledge distillation on HPC clusters.

Finding:

Our KafkaLM-15B achieved a 37.5% size reduction with over 90% of the teacher model’s performance, enabling faster inference, lower cost, and better carbon efficiency.

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
(Re-)Build Your Business AI-first
Burn the playbook. Start AI-first.

This strategic hackathon helps leadership teams explore what a truly AI-first version of their company could look like – from structure to culture. Together, we build a future vision, key priorities, and a bold transformation blueprint.

Duration: 3 days offsite – weekends possible

Confidential format.

Target group: Executive boards, founders, and C-suite leaders with innovation mandate.

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
Your Custom AI Prototype
Validate and build your idea – with speed and precision.

In this collaborative format, you bring the use case—we bring the AI expertise. Together, we’ll validate the idea, design the solution, and deliver a working prototype tailored to your tech stack. With rapid iterations and no-code tools, you’ll leave with a functional and testable PoC—built for real-world needs

Target group: Innovation Leads, Product Managers, IT Architects, C-Level Teams

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Research
LLMs
AI Design Sprint™
From challenge to validated concept – fast.

In just a few days, we define and prototype your AI idea. With real use cases and rapid testing, you get clarity, validation, and a roadmap for execution – including technical feasibility.

Duration: 2 days + Prep & Follow-up

Target group: Product, innovation, and business owners solving real problems with AI.

Interested? Let's talk
Already boosted
50+ businesses
with AI
Let's boost yours.
Schedule a call
Strategy
Enablement
Validation
Hands-On
Integration
Build
AI Use Case Exploration Workshop
x

From insight to execution.
This workshop lays the groundwork for targeted AI deployment. Together, we analyze core processes in your organization to identify where AI can deliver tangible impact—aligned with your tech and operational reality.Target group: Management, process owners, business & ops teams, innovation managers. Suited for both entry-level and experienced teams.

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
360° AI Readiness Assessment
Lay the foundation.

This compact, benchmark-based assessment helps you evaluate how well your organization is positioned to leverage AI effectively. Together, we analyze the four key dimensions – strategy, processes, technology, and culture – to uncover blind spots, clarify your AI potential, and define actionable next steps.

Duration: 1½ days total (incl. Prep & Wrap-up)

Target group: Executives & decision-makers, especially: C-Level, department heads, digital, strategy & innovation leads, IT and process owners

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
AI Future Vision Workshop
Define your GenAI vision.

In this strategic workshop, we develop a tailored GenAI ambition for your organization. Together, we define a shared understanding, clear goals, and a realistic vision for the role of AI in your business. It’s the ideal starting point for companies wanting to think ahead before building.

Duration: 1 day + Prep & Wrap-up

Target group: Management, strategic decision-makers, and transformation leads – especially in strategy, innovation, and digitalization.

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Gen AI Strategy Roadmap
Strategy that sticks.

This multi-day offsite format helps leadership teams build a realistic, organization-specific GenAI strategy. Away from daily operations, we evaluate your market, technology, and structures, and define your most impactful action areas for clear, aligned roadmap with realistic next steps and full organizational buy-in.

Duration: 3-4 days offsite (confidential format)

Target group: Executives, strategy leads, and decision-making teams.

Interested? Let's talk
Already boosted
50+ businesses
with AI
Let's boost yours.
Schedule a call
Strategy
Enablement
Validation
Hands-On
Integration
Build
Your Custom AI Case
From idea to prototype — tailored to your business.

You bring the use case — we bring the AI expertise. We work together to validate your idea, design a fit-for-purpose solution, and build a functional prototype that fits your tech stack and workflows. Whether it's an internal tool, a client-facing assistant, or a data-heavy automation case — we’ll rapidly iterate with no-code or low-code tools, test feasibility, and deliver a first proof-of-concept.

Relevant for: Innovation teams, IT architects, and domain experts with specific challenges

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Employee Enablement & Knowledge AI
Retain knowledge and train employees smarter and faster.

Solutions:

AI-assisted onboarding & role-specific training

Internal knowledge base copilots

Document-based learning assistants

Relevant for: HR, L&D, and operations teams in training-intensive or regulated industries

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Governance, Risk & Compliance (GRC) AI
Automate compliance, reduce risk, and stay audit-ready.


Solutions:

Legal & policy document review

Compliance monitoring & alerts

Export control & ESG copilots

Relevant for: Legal, compliance, and ESG leaders in export-heavy, regulated sectors

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Sales Intelligence & Market Discovery
Find leads faster and close smarter with AI assistance.


Solutions:

AI research agents for customer discovery

Automated sales collateral & pitch generation

CRM task assistants

Relevant for: Any sales team out there

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Decision Intelligence & Planning AI
Make faster, better decisions with real-time insights.

Solutions:

Executive report copilots

Scenario simulation tools

Go-to-market optimization assistants

Relevant for: Strategy, finance, and executive teams driving growth or market entry

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Process Monitoring & Data Insights
Turn raw data into actionable insights and predictions.

Solutions:

Anomaly detection from sensors

Monitoring dashboards

Predictive maintenance copilots

Relevant for: Ops, quality, and maintenance teams in manufacturing and engineering firms

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Customer Service & Communication AI
Boost customer satisfaction while reducing support costs.

Solutions:

Virtual chat & email assistants

Sentiment and feedback analysis

Multilingual support copilots

Relevant for: Heads of Customer Service, CX & Support, B2B service providers, insurers, utility companies, companies with multilingual customer bases

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
(Re-)Build Your Business AI-first
Burn the playbook. Start AI-first.

This strategic hackathon helps leadership teams explore what a truly AI-first version of their company could look like – from structure to culture. Together, we build a future vision, key priorities, and a bold transformation blueprint.

Duration: 3 days offsite – weekends possible

Confidential format.

Target group: Executive boards, founders, and C-suite leaders with innovation mandate.

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
Your Custom AI Prototype
Validate and build your idea – with speed and precision.

In this collaborative format, you bring the use case—we bring the AI expertise. Together, we’ll validate the idea, design the solution, and deliver a working prototype tailored to your tech stack. With rapid iterations and no-code tools, you’ll leave with a functional and testable PoC—built for real-world needs

Target group: Innovation Leads, Product Managers, IT Architects, C-Level Teams

Interested? Let's talk
Strategy
Enablement
Validation
Hands-On
Integration
Build
AI Design Sprint™
From challenge to validated concept – fast.

In just a few days, we define and prototype your AI idea. With real use cases and rapid testing, you get clarity, validation, and a roadmap for execution – including technical feasibility.

Duration: 2 days + Prep & Follow-up

Target group: Product, innovation, and business owners solving real problems with AI.

Interested? Let's talk
Already boosted
50+ businesses
with AI
Let's boost yours.
Schedule a call
No items found.
Already boosted
50+ businesses
with AI
Let's boost yours.
Schedule a call
LLM Router for Cost-Performance Optimization

Challenge:

Enterprises overspend on AI inference by using the same model for every task, regardless of complexity.

Our Solution:

A smart, prompt-aware router that dynamically selects the optimal model for each task—reducing inference costs by up to 85% while maintaining output quality.

Finding:

Our LLM router achieved over 95% accuracy in model selection, enabling faster, cheaper, and more efficient deployments.

Interested? Let's talk
Explainability & Hallucination Detection in RAGC

Challenge:

Lack of transparency in AI outputs creates trust and compliance issues, especially in retrieval-augmented generation (RAG) settings.

Our Solution:

We integrate real-time explainability algorithms that detect hallucinations and trace model reasoning paths through external knowledge.

Finding:

We reduced hallucinations in RAG scenarios by up to 95% and provided interpretable outputs aligned with the EU AI Act.

Interested? Let's talk
Model Compression & Knowledge Distillation

Challenge:

Large models are compute-heavy and environmentally costly to run in production.

Our Solution:

We distill large models into compact, performant versions using advanced pruning techniques and knowledge distillation on HPC clusters.

Finding:

Our KafkaLM-15B achieved a 37.5% size reduction with over 90% of the teacher model’s performance, enabling faster inference, lower cost, and better carbon efficiency.

Interested? Let's talk
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