Talk to a public procurement expert

course_ia2.hero.title_prefix course_ia2.hero.title_highlight course_ia2.hero.title_suffix

course_ia2.hero.description

course_ia2.hero.bullet1course_ia2.hero.bullet2course_ia2.hero.bullet3
course_ia2.how_it_works.badge

course_ia2.how_it_works.title

💳
1

course_ia2.how_it_works.step1_title

course_ia2.how_it_works.step1_desc

📩
2

course_ia2.how_it_works.step2_title

course_ia2.how_it_works.step2_desc

▶️
3

course_ia2.how_it_works.step3_title

course_ia2.how_it_works.step3_desc

🎓
4

course_ia2.how_it_works.step4_title

course_ia2.how_it_works.step4_desc

🎓course_ia2.what_you_will_learn.badge

course_ia2.what_you_will_learn.title

course_ia2.what_you_will_learn.subtitle

1

course_ia2.what_you_will_learn.benefit1_title

course_ia2.what_you_will_learn.benefit1_description

2

course_ia2.what_you_will_learn.benefit2_title

course_ia2.what_you_will_learn.benefit2_description

3

course_ia2.what_you_will_learn.benefit3_title

course_ia2.what_you_will_learn.benefit3_description

🎓Curso en diferido

Teaching team

Professionals with extensive experience in AI applied to public procurement.

  • Xevi López

    Xevi López

    Expert in Public Procurement

    +11 years of experience in public procurement. Law degree (2014) and Master's in Access to the Legal Profession (2016) from the University of Girona, with specialized training in public procurement (UOC, 2023). He practiced as a lawyer from his own firm, advising public and private entities in administrative law until 2023. He currently heads the legal and procurement services of Transports Municipals del Gironès, SAU, and advises exclusively the public sector. In 2024 he founded and presides over the Catalan Association of Public Procurement Professionals (APCP).

  • Marcos Sánchez Siles

    Marcos Sánchez Siles

    Lawyer and economist · Public procurement (Faura Casas Auditors Consultors)

    Lawyer and economist responsible for public procurement at Faura Casas Auditors Consultors, S.L. Over 15 years advising public administrations, institutional public-sector entities and private operators on the design, planning and execution of procurement procedures, as well as on tender documents, file structuring and legal risk analysis. He has led and coordinated multidisciplinary legal teams, combining rigorous technical work with a strategic vision focused on efficiency, innovation and continuous improvement of public management. His experience spans Spain’s General State Administration and local government, as well as legal and strategic consulting. He is especially focused on turning legal knowledge into operational value. He currently focuses on specialized public procurement advisory, with emphasis on optimizing procedures, implementing innovative solutions and creating value for public organizations.

  • Manuel Ortiz López

    Manuel Ortiz López

    Public procurement specialist · Co-founder of Licitek SCA

    Public procurement specialist, consultant and co-founder of Licitek SCA. He has a strong track record advising companies on public tenders. Over the last two years he has supported more than 80 companies and freelancers, helping them turn public tenders into a real source of business. He approaches public procurement as a competitive environment with its own rules, designing tailored strategies, processes and tools so companies can compete with judgment and improve their chances of success.

  • Daniel Díaz

    Daniel Díaz

    Lawyer (ICAM) · Public law and regulated sectors

    Lawyer admitted to the Madrid Bar Association (ICAM), specialized in public law and regulated sectors. He has advised public-sector entities at national level and worked in law firms focused on high-complexity regulatory matters and strategic tenders. He is currently Head of Tenders at the Foundation for Biomedical Research of Hospital Clínico San Carlos, managing procurement for the San Carlos Health Research Institute. He combines his practice with academic research, focusing on public service management, especially on supply and drinking-water service models for populations.

Course content

Day 1: Fundamentals of Artificial Intelligence

course_ia2.day_schedule_override

1

Introduction to AI and its evolution

  • History and key concepts: from symbolic AI to LLMs
  • Essential terminology to align technical and non-technical teams
  • Real cases applied to the public sector
2

Essential Machine Learning

  • Supervised vs. unsupervised: when to use each approach
  • From data to model: pipeline and validation
  • Basic metrics: accuracy, precision/recall and F1
3

Neural networks and Deep Learning

  • From perceptron to deep networks: intuition and practice
  • Regularization and overfitting: how to avoid them
  • Frequent use cases in vision and text
4

Transformers and LLMs

  • Attention and embeddings: foundations of modern models
  • Context, tokens and effective prompt design
  • Fine-tuning and adapters (e.g., LoRA) at a high level
5

RAG and Graphs

  • Augmented retrieval: vector databases and semantic search
  • Chunking strategies and answer grounding
  • Agent patterns and tool orchestration
Level: Basic · Intermediate

Day 2: Legal context and regulatory framework

course_ia2.day_schedule_override

1

Fundamentals of AI applied to the public sector

  • Basic concepts of AI, machine learning and automation
  • Concrete examples of use in contracting authorities
2

Legal and regulatory framework

  • Analysis of the European AI Regulation (AI Act)
  • Public procurement rules (EU directives and national legislation)
  • Requirements for AI systems used in tenders
3

AI in contract planning and preparation

  • Cost estimation
  • Definition of technical requirements
  • Market needs assessment
  • Drafting specifications with greater precision
4

Automation and AI in bid evaluation

  • Decision support systems
  • Automated analysis of bids
  • Managing algorithmic bias risk
  • Transparency and non-discrimination safeguards
5

Oversight, audit and accountability

  • How to audit AI systems used in procurement procedures
  • Human oversight mechanisms
  • Decision traceability and administrative responsibility.
6

Practical cases and ethical challenges

  • Review of real experiences in different countries
  • Ethical dilemmas
  • Roadmap for responsible AI adoption in public procurement
Level: Intermediate

Day 3: Tools

course_ia2.day_schedule_override

1

Map of AI models

  • Key differences between the main LLMs on the market
  • Criteria for choosing the right model by task type
  • Open-source vs. proprietary models in the GovTech ecosystem
2

Advanced prompting for tenders

  • Structuring prompts
  • Strategies to reduce "hallucinations"
3

AI agents

  • What is an AI agent?
  • Automating repetitive tasks
  • Practical use cases
4

Competition lab

  • Competitor analysis with AI
  • Extracting patterns, recurring low bids and pricing strategies
  • Data-driven strategic decisions
5

AI workflow design

  • Integrating AI tools into daily processes
  • No-code and low-code tools
6

Compliance and best practices

  • Privacy and information security
  • Audit and human validation
Level: Intermediate

Day 4: Real cases for bidding companies

course_ia2.day_schedule_override

1

Opportunity detection

  • Tender databases, awards and deadlines
  • Analysis of public tenders with AI
2

Alert configuration

  • Automatic tracking of opportunities
  • Creating precise filters
  • Reducing noise in notification channels
3

Competitor analysis

  • Market intelligence
  • Analysis of average discount percentage
  • Monitoring of awarded companies
4

Pipeline configuration

  • Centralization and management of the entire bidding process
  • Organizing case files with multiple pipelines
Level: Intermediate

Day 5: Real cases for public entities

course_ia2.day_schedule_override

1

From need to tender

  • Supplier market analysis with AI
  • Charts and report generation
  • Aligning base budgets with the real market
2

Specification generation with AI

  • Creating custom templates with AI
  • AI contextualization (knowledge)
  • Drafting specifications and other documents from scratch
3

Bid evaluation and comparison

  • Automated extraction of key data
  • AI-based analytical support
4

Tools and assistants

  • Use of conversational assistants
  • Full-cycle centralization
  • Smart review with automatic validators
Level: Intermediate
course_ia2.pricing.badge

course_ia2.pricing.title

course_ia2.pricing.subtitle

course_ia2.pricing.plan_name

  • course_ia2.pricing.feature1
  • course_ia2.pricing.feature2
  • course_ia2.pricing.feature3
  • course_ia2.pricing.feature4

course_ia2.pricing.price

course_ia2.pricing.price_desc

course_ia2.pricing.cta
🎓curso_ia2_faqs.badge

curso_ia2_faqs.title

curso_ia2_faqs.contacto_doubt_title

curso_ia2_faqs.contacto_doubt_subtitle

curso_ia2_faqs.contacto_doubt_button