Why AI Studio™?


AI Studio™ is Management Solutions’ subscription service for the accelerated development of generative artificial intelligence (GenAI) solution MVPs, enabling organizations to explore and validate use cases quickly and with limited investment.

AI Studio™ enables organizations to transform an idea into a minimum viable product in just a few weeks, allowing an early assessment of its functional and technical feasibility before committing to large-scale development. This approach enables organizations to reduce uncertainty, shorten decision-making cycles, and prioritize initiatives with the greatest potential for impact.

Built on the Firm’s accumulated experience across clients and sectors, and powered by GenMS™, Management Solutions’ GenAI development framework, AI Studio™ combines business insight, technological capabilities, and regulatory expertise to accelerate experimentation with GenAI through a practical, secure, and results-driven approach.

AI Studio™ addresses the key challenges associated with launching GenAI initiatives, enabling organizations to:

  • Rapidly validate business ideas by turning them into functional MVPs in approximately three weeks.
  • Reduce decision-making time and costs by avoiding full-scale development projects without prior evidence of expected value.
  • Access specialized capabilities without having to build them in-house, through a managed GenAI MVP development service.
  • Leverage reusable knowledge and best practices from the Firm´s experience in previous projects across different sectors and environments.
  • Anticipate the solution’s key design elements from the earliest stages.
  • Embed security and compliance criteria from the outset, facilitating subsequent evolution toward a robust solution aligned with applicable regulations.
Management Solutions has created AI Studio™ to accelerate the validation of GenAI use cases, lower barriers to entry, and facilitate the transition to real, secure, and scalable solutions.

 

SCOPE OF AI Studio™ 


The services included in AI Studio™ cover the key activities required to rapidly define, build, and evaluate a GenAI MVP, while considering its potential future evolution.

 

Defining the use case

• Translating the business requirement into a viable and scoped MVP proposal.

• Defining the MVP’s scope, objectives, and evaluation criteria.

• Early consideration of relevant business, technology, and data constraints.

 

MVP Development

• Rapid build of a simplified yet operational version of the solution.

• Configuration of the components needed to demonstrate use case functionality.

• Application of best practices and reusable assets acquired from previous developments.

• Deployment of the MVP in controlled environments with the required levels of security and confidentiality.



 

Preliminary preparation for scaling

• Initial assessment of results, expected value, and design alternatives.

• Reuse of the MVP as a foundation for a potential production solution.

• Identification of dependencies, target architectures, and relevant integrations.

• Consideration of future security, validation, testing, and monitoring requirements.

 

 

 

Features of AI Studio™


Initiatives developed using AI Studio™ have the following features:


Speed

MVPs are developed in approximately 3 weeks, accelerating idea validation and decision-making.


Integrated expert knowledge

It brings together specialists in GenAI, architecture, data, and systems, along with business and regulatory experts, facilitating dialogue between functional requirements and technical design.


Accessibility

Allows you to explore GenAI use cases through a subscription model, at a significantly lower cost compared to traditional development from scratch.


Sectoral and geographic adaptability

It draws on the Firm’s experience across multiple industries, regulated sectors, and regions, enabling each MVP to be tailored to the client’s specific context.


Value-driven

Each MVP is designed to provide practical evidence regarding the utility, viability, and expected outcomes of the use case.


Security and Confidentiality

The service is provided under high security standards, incorporating the necessary safeguards for handling sensitive information based on the client’s context.


Reusability

The work done on the MVP can serve as a foundation for the subsequent development of the final solution, maximizing the value of the investment made.


Industrialization vision from the start

Although the goal is to build an MVP, potential constraints for future implementation are considered from the outset, including architecture, security, and validation.

 

AI Studio™ Components


AI Studio™ is a managed service for accelerating GenAI MVPs, structured into different components that help reduce time, costs, and uncertainty in early-stage experimentation.

 

Managed subscription service

A recurring service model that provides clients with stable capacity to explore and develop GenAI MVPs in a planned, agile, and predictable way.

Specialized development capacity

Management Solutions’ multidisciplinary teams define, build, and evaluate MVPs, combining expertise in generative AI, architecture, data, systems, business, and regulations.

Acceleration methodology

A work approach focused on short cycles and rapid results, enabling the transformation of ideas into functional prototypes within just a few weeks.

 

Knowledge base and reusable assets

Leveraging accumulated knowledge, best practices, design alternatives, and reusable components from previous developments, reducing the risk of errors and accelerating execution.

 

Secure Execution Environment

Service delivery under security and confidentiality frameworks tailored to the client’s needs, enabling experimentation in contexts with high information protection requirements.

 

Complementary support services

Optional, discounted access to: (i) AI specialists for on-call support, (ii) testing and technical validation mechanisms, (iii) support for scaling to a pilot, and (iv) support in forecasting post-implementation costs.

 

Credentials


Management Solutions has experience developing and reviewing AI systems across all sectors, while ensuring regulatory compliance..

In-house Development
Management Solutions develops advanced solutions and minimum viable products in Generative AI in-house, maintaining production systems within the company. 

Specialized team
. Management Solutions has an international hub of over 1,200 data scientists who combine technical and quantitative expertise with solid regulatory knowledge and certifications from major cloud providers (AWS, Azure, and Google).

AI Models and Regulatory Practice
Management Solutions has led the development of numerous AI models (supervised learning, unsupervised learning, NLP techniques, deep RNNs, etc.) .with applications that include fraud detection, risk classification, energy forecasting, AML, XAI, and the measurement of reputational or model risk. At the same time, MS has been involved in implementing regulatory requirements across a range of industries, such as financial services, telecommunications, and insurance.

Experience with regulators and supervisors
Management Solutions has been ranked No. 1 by the ECB in all areas (11 lots covering risk areas, internal models, and horizontal supervisory support). We provide external expert support for On-Site Inspections (OSIs) and Internal Model Investigations (IMIs) under the Single Supervisory Mechanism (SSM).

Interpretable models
Management Solutions has extensive experience developing interpretable models and applying interpretability techniques across industries, including banking, insurance, energy, and telecommunications.

R&D Division
 Management Solutions allocates 10% of its capacity to R&D, enabling it to remain at the forefront of Artificial Intelligence. The Firm is a co-founder of the iDanae Chair (Intelligence, Data, Analysis and Strategy) in collaboration with the Polytechnic University of Madrid (UPM), through...

Close collaboration with the Royal Spanish Academy of Sciences (RAC)
Management Solutions is a supporting member of the RAC and participates in research projects involving AI applications in areas such as sustainability, including climate risk quantification, and efficient neural network training.

In-house development of GenMS™, the GenAI systems development framework, and proprietary advanced modeling tools, as well as libraries such as the ModelCraft™ Library, featuring advanced AI/XAI techniques
In-house developments covers multiple areas of advanced modeling, including dashboards, proprietary interpretability modules, and cloud architecture and service management; Gamma™, a model governance and MRM tool incorporating inventory and workflow management, a document repository, and MRM reporting; and Hatari™, a tool for quantifying reputational risk using data from media and social networks with innovative AI and NLP techniques..


Management Solutions

Management Solutions is an international consulting firm, focused on business, finance, risk, organization, technology and process consulting.

Management Solutions currently has a multidisciplinary team (functional, mathematical, technical and systems integration) of 4,000 professionals who carry out their activities through more than 50 offices (in Europe, the Americas, Asia, Africa and Oceania), from where we regularly serve clients that operate in more than 50 countries.

We create value propositions, committing ourselves to their effective implementation, exceeding the expectations of our clients and becoming a trusted partner.

For more information please visit: www.managementsolutions.com

For further information,
please contact:

Javier Calvo Martín
Partner at Management Solutions
javier.calvo.martin@managementsolutions.com
Manuel Ángel Guzmán
Partner at Management Solutions
manuel.guzman@managementsolutions.com Segismundo Jiménez Lainez
Director at Management Solutions
segismundo.jimenez@managementsolutions.com