BBVA AI Factory

What BBVA AI Factory does

BBVA AI Factory is BBVA's global AI development center, operating through local hubs in Spain, Mexico, and Turkey to build and deploy artificial-intelligence capabilities inside the bank's digital channels. The unit was originally established in 2016 as BBVA Data & Analytics and rebranded to BBVA AI Factory in February 2021 to reflect a sharpened strategic focus on AI-first product development. Its mission is to convert AI opportunities into production-grade data products that serve BBVA's retail and corporate customers across Spain, Mexico, Turkey, Peru, Colombia, and Argentina. Multidisciplinary teams of data scientists, ML engineers, solution architects, data analysts, and product managers are embedded with the bank's business units, and outputs are deployed through BBVA's mobile app and web banking platform rather than sold externally. The Factory has no independent external customers and operates as an internal cost center of its publicly listed parent, Banco Bilbao Vizcaya Argentaria, S.A.

The Factory's product portfolio centers on an AI-powered conversational banking ecosystem led by the Blue virtual assistant and a multi-agent AI assistant architecture combining specialized agents with a RAG-based information agent and triage routing agent. Core data products include a transaction categorization engine processing 7 million transactions daily across 15 major categories and 72 subcategories (including PSD2-aggregated movements from other banks), an Expense & Income Forecast engine generating roughly 30 million predictions per month at 85% accuracy with confidence tags, the Bconomy financial health score (0–100) with sociodemographic benchmarking, and balance anomaly detection with uncertainty quantification. Underlying technology spans deep neural networks (LSTM), transformer architectures, BERT-based models, causal ML pipelines, reinforcement learning, graph analytics with node2vec embeddings, and multi-agent orchestration. Responsible AI is embedded through a Fairness in AI framework covering statistical parity, equal opportunity ratio, predictive parity, and disparate impact metrics, plus uncertainty quantification via dropout-based bootstrapping for 95% confidence intervals. The Factory also publishes research at NeurIPS, KDD, and ECML PKDD, and open-sources tools via the Mercury library (Mercury-Graph, Mercury-Reels) along with datasets such as SocialStigmaQA.

BBVA AI Factory does not sell products or services externally; pricing is not publicly disclosed and no standalone revenue is reported. All products are delivered to BBVA's own customer base through owned digital channels, with the Expense & Income Forecast alone used by approximately 1 million monthly clients. Revenue and pricing mechanics are therefore not applicable at the unit level, and the entity's economic value is realized inside its parent's P&L rather than through direct monetization. The unit's profile is shaped by its strategic importance to BBVA's broader digital transformation, its multi-country deployment footprint, and the intellectual capital generated through academic publication and open-source contributions — including BBVA's 2026 recognition as World's Most Innovative Bank by Global Finance, in which AI Factory was specifically highlighted.

Name

BBVA AI Factory

Legal name

BANCO BILBAO VIZCAYA ARGENTARIA, S.A.

Website

https://bbvaaifactory.com

Company type

Private

Founded year

2014

Operating status

Operating

Headcount range

5,001–10,000 employees

Short description

BBVA AI Factory is the global AI development center of Banco Bilbao Vizcaya Argentaria, operating hubs in Spain, Mexico, and Turkey to build and deploy AI-driven data products — including transaction categorization, expense forecasting, financial health scoring, and a multi-agent AI assistant — exclusively through BBVA's mobile and web banking channels.

Ownership category

akta.pro rank

akta.pro primary industry

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

akta.pro secondary industries

AI/ML Engineering & Model Development Services (BPAEAHAF), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

Keywords

• Conversational banking AI
• Transaction categorization engine
• Financial forecasting models
• Open-source ML library
• Multi-agent AI assistant

Headquarters

HQ city

Madrid

HQ country

Spain

HQ region

Europe

Markets served

GTM type

B2C

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Operations

Distribution channels2 records

Marketing channels4 records

Core offering

BBVA AI Factory is BBVA's global AI development center, operating hubs in Spain, Mexico, and Turkey, that builds AI-powered data products for BBVA's banking customers. Core offerings include the Blue conversational virtual assistant, a multi-agent AI assistant with RAG-based information retrieval, a transaction categorization engine processing 7 million transactions daily, an expense and income forecasting engine producing 30 million monthly predictions at 85% accuracy, and the Bconomy financial health scoring system. All products are deployed internally through BBVA's mobile app and web banking platform.

Product overview

BBVA AI Factory is BBVA's global AI development center operating hubs in Spain, Mexico, and Turkey. The core offering centers on an AI-powered conversational banking ecosystem led by virtual assistant 'Blue' and a multi-agent AI assistant architecture. Key data products include transaction categorization (7M daily transactions), expense/income forecasting (30M predictions/month with 85% accuracy), and financial health scoring (Bconomy). Supporting infrastructure includes the Mercury open-source library for graph analytics and recommendation systems. The organization transformed from BBVA Data & Analytics to AI Factory, reflecting a shift from data analytics toward AI-first product development. BBVA was named World's Most Innovative Bank 2026 by Global Finance, with AI Factory specifically recognized as a leading financial innovation lab.

Differentiator

Problem solved

Functional benefit

Brands

• BBVA AI Factory: BBVA's global AI development center that operates through local hubs in Spain, Mexico, and Turkey, transforming AI opportunities into data products.
• Mercury

Ideal customer profiles1 record

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability11 records

Feature10 records

Recent moves4 records

Expansion highlights5 records

Direct peers

• OCBC Bank AI Lab: OCBC's AI and analytics function, including its AI Lab in Singapore, develops production AI for retail banking including virtual assistants and personalized finance. Comparable as a regional bank's dedicated AI organization pursuing conversational and predictive banking products.
• DBS Bank AI: Singapore-based DBS Bank has built significant in-house AI capabilities, including conversational assistants and predictive analytics, and has been externally recognized for banking innovation. Comparable as a global bank's AI-led transformation program deploying customer-facing AI products.
• Capital One Machine Learning: Capital One's in-house ML organization builds fraud detection, conversational AI (Eno), and personalization at scale for a major US bank. Directly comparable as a bank's internal AI center producing customer-facing assistants and anomaly detection models.
• JPMorgan AI Research: In-house AI research organization of JPMorgan Chase producing AI systems for financial services. Highly comparable as a large global bank's internal AI center publishing peer-reviewed research and deploying production-grade models, with a similar mandate of embedding AI into core banking workflows.
• Wells Fargo AI Center of Excellence: Wells Fargo's enterprise AI and machine learning organization develops virtual assistants (Fargo), fraud detection, and personalized banking AI. Comparable as a major bank's in-house AI function deploying multi-channel conversational and predictive products.

Broad incumbents

• DataRobot: Enterprise AI platform providing ML lifecycle, MLOps, and generative AI capabilities to financial institutions. Comparable as an incumbent platform vendor addressing the same model-development and deployment needs that BBVA AI Factory solves internally.
• H2O.ai: Enterprise AI/ML platform vendor with deep penetration in financial services (fraud, credit, AML). Comparable as a broader incumbent whose platform competes for the same AI-for-banking workload that BBVA AI Factory internalizes, and which many banks use instead of building in-house.
• Databricks: Data and AI platform widely adopted by banks for ML, generative AI, and lakehouse analytics. Comparable as a broad incumbent whose platform underpins similar enterprise AI initiatives (forecasting, NLP, recommendation) across the financial services industry.

Regional players

• Ant Group: Operator of Alipay and a leading financial AI platform in China, deploying conversational AI, credit scoring, and fraud detection at massive scale. Comparable as a regional AI-led financial platform that competes conceptually with BBVA AI Factory's vision of AI-native banking, but in a different geography.

Emerging players

• Anthropic: Foundation-model lab building Claude, increasingly adopted by banks (including through partnerships) for conversational and analytical AI. Comparable as an emerging player whose general-purpose assistants may substitute for parts of BBVA AI Factory's multi-agent stack over time.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about BBVA AI Factory