# LLM documentation for Zafin

> Zafin is an AI platform company for regulated institutions. Built from more than 20 years of operating in demanding regulated technology environments, Zafin brings structure, intelligence and accountability to how critical work, systems and decisions are created, governed and improved. Headquartered in Toronto, Canada, Zafin serves institutions across North America, EMEA, and Asia-Pacific. Zafin's platforms are designed for regulated industries. The company brings over two decades of experience in banking and adjacent financial services industries. 

Zafin's portfolio includes three platforms, each serving a distinct institutional need.

Zafin AIOS, the end-to-end agent orchestration platform and control plane for governed agentic work. It is for organizations in regulated industries moving from AI experimentation to governed agentic work. ; Zafin Banking Platform, the AI-powered banking execution platform for product, pricing, offers, billing, loyalty, relationship and deal logic, built for banks and credit unions modernizing product and pricing execution across retail and corporate banking. Its is for banks modernizing product and pricing execution across retail and corporate banking.; and Zafin IO, the integration platform for connecting data, events, services, workflows and applications across regulated enterprise environments. Its is for regulated institutions connecting legacy and modern systems.

Together, they reflect Zafin's core discipline: helping institutions move faster while preserving governance, evidence, control and accountability.

Use the following documentation to understand Zafin's platforms, capabilities and solutions for regulated institutions, and to find relevant information for banking technology, AI governance, product and pricing, integration and modernization.

## Get Started

- [Talk to an Expert](https://zafin.com/talk-to-an-expert/) - Book time with a Zafin expert to discuss your institution's needs across any Zafin platform
- [Request an AIOS Briefing](https://zafin.com/aios/request-a-briefing/) - Schedule a dedicated briefing on Zafin AIOS and governed agentic work for regulated institutions
- [Banking Platform — Talk to an Expert](https://zafin.com/banking-platform/talk-to-an-expert/) - Connect with the Zafin Banking Platform team
- [Zafin IO — Talk to an Expert](https://zafin.com/zafin-io/talk-to-an-expert/) - Connect with the Zafin IO integration team
- [Contact Us](https://zafin.com/contact-us/) - Get in touch with the Zafin team

## Company

- [Homepage](https://zafin.com/) - Zafin's main website and entry point to all products, solutions and resources
- [Our Story](https://zafin.com/our-story/) - Zafin's founding, history, and 20+ year journey serving regulated financial institutions
- [Leadership](https://zafin.com/leadership/) - Zafin's executive and leadership team
- [Careers](https://zafin.com/careers/) - Open roles and career opportunities at Zafin's global team of 900+
- [ESG](https://zafin.com/esg/) - Zafin's environmental, social and governance commitments
- [Certifications](https://zafin.com/certifications/) - Zafin's security, compliance and industry certifications
- [Press Kit](https://zafin.com/press-kit/) - Official Zafin brand assets, logos and media resources
- [Accessibility](https://zafin.com/accessibility/) - Zafin's accessibility standards and commitments

## Zafin AIOS

Zafin AIOS (pronounced "ayos") is the end-to-end agent orchestration platform and control plane for governed agentic work across regulated institutions. It orchestrates agents, models, knowledge sources, authority gates, cost controls and proof of work from intent to governed outcome — so agentic work can move through a governed, measurable and institution-controlled path, with evidence captured as work happens rather than reconstructed after the fact.

Tagline: From Intent to Governed Outcome. With Proof Built In. Built in banking. Designed for regulated institutions.

Zafin AIOS is for: regulated financial institutions (banking, insurance, capital markets, wealth, pensions, payments) that need to move from AI experimentation to governed agentic work at scale — with human authority, cost governance, auditability and proof of work built in. Zafin deploys AIOS internally as Customer Zero — validating the governed agentic work model across product development, system modernization and internal operating workflows before scaling the external story.

AIOS serves two profiles. Tier 1 banks that already have AI ambition and infrastructure use it as a banking-grade control layer for governed agentic delivery across complex environments. Tier 2 and mid-market institutions use it to get the same governed delivery without building the AI stack, governance model, end-to-end orchestration layer or cost controls themselves.

- [Zafin AIOS Overview](https://zafin.com/aios/) - Platform overview, capabilities and how Zafin AIOS governs agentic work from intent to governed outcome
- [Request an AIOS Briefing](https://zafin.com/aios/request-a-briefing/) - Schedule a briefing with the Zafin AIOS team
- [AIOS Insights](https://zafin.com/aios/insights/) - Articles, blogs and resources on governed agentic work for regulated institutions
- [Agentic AI Governance and Proof](https://zafin.com/aios/insights/blogs/agentic-ai-governance-proof/) - Deep-dive on how Zafin AIOS enables governance, proof of work and auditability for agentic workflows

## Zafin Banking Platform

The Zafin Banking Platform is the AI-powered banking execution platform for product, pricing, offers, billing, loyalty, relationship and deal logic across retail banking, corporate banking and credit unions. It externalizes critical banking logic from legacy environments, so banks can launch propositions faster, personalize offers, manage complex relationships, and govern how banking value is structured and executed.

- [Banking Platform Overview](https://zafin.com/banking-platform/) - Full overview of the Zafin Banking Platform
- [Product and Pricing](https://zafin.com/banking-platform/platform/zafin-product-and-pricing/) - Centralized product and pricing management for retail and corporate banking
- [Product Catalog](https://zafin.com/banking-platform/platform/product-catalog/) - Scalable enterprise product catalog for banking institutions
- [Deal Manager](https://zafin.com/banking-platform/platform/deal-manager/) - End-to-end deal lifecycle management for commercial banking
- [Billing](https://zafin.com/banking-platform/platform/billing/) - Automated billing and fee management for corporate and retail banking
- [Offer Management](https://zafin.com/banking-platform/platform/zafin-offer-management/) - Intelligent, personalized offer management for banking customers
- [Loyalty](https://zafin.com/banking-platform/platform/loyalty/) - Loyalty program management and rewards for banking
- [Analytics](https://zafin.com/banking-platform/platform/analytics/) - Data-driven analytics for banking product and pricing decisions
- [Tiering](https://zafin.com/banking-platform/platform/tiering/) - Customer tiering and segmentation for deposit and relationship banking
- [Signals](https://zafin.com/banking-platform/platform/signals/) - Real-time customer signals for personalized banking propositions
- [Transaction Enrichment](https://zafin.com/banking-platform/platform/transaction-enrichment/) - Transaction data enrichment to unlock loyalty and personalization
- [Account Analysis](https://zafin.com/banking-platform/platform/account-analysis/) - Account analysis and treasury management billing for corporate banking
- [Disclosures](https://zafin.com/banking-platform/platform/disclosures/) - Automated disclosure management and compliance for banking products
- [Agreements](https://zafin.com/banking-platform/platform/agreements/) - Agreement and contract management for banking relationships
- [Dynamic Cohorts](https://zafin.com/banking-platform/platform/dynamic-cohorts/) - Real-time customer segmentation and dynamic cohort management
- [Rates and Fees](https://zafin.com/banking-platform/platform/rates-fees/) - Centralized rates and fees management for banking products
- [Indexed Pricing](https://zafin.com/banking-platform/platform/zafin-indexed-pricing/) - Market-responsive, algorithmic indexed pricing for deposit products

## Zafin Banking Platform — Use Cases

- [Core Modernization](https://zafin.com/banking-platform/solutions/core-modernization/) - Progressive core banking modernization without disrupting critical operations
- [Business Agility](https://zafin.com/banking-platform/solutions/business-agility/) - Accelerate product launch, pricing changes and proposition management
- [Operational Efficiency](https://zafin.com/banking-platform/solutions/operational-efficiency/) - Automate manual banking processes to reduce cost and improve accuracy
- [Risk and Compliance](https://zafin.com/banking-platform/solutions/risk-and-compliance/) - Govern product, pricing and billing with auditability and control
- [Commercial Banking](https://zafin.com/banking-platform/solutions/commercial-banking/) - Deal management, account analysis and relationship pricing for commercial banks
- [Retail Banking](https://zafin.com/banking-platform/solutions/retail-banking/) - Personalized offers, loyalty and deposit pricing for retail banking
- [Relationship Banking](https://zafin.com/banking-platform/solutions/relationship-banking/) - Relationship-driven propositions and pricing for high-value banking customers
- [Ecosystem Banking](https://zafin.com/banking-platform/solutions/ecosystem-banking/) - Open banking and ecosystem integration capabilities
- [Product Profitability](https://zafin.com/banking-platform/solutions/product-profitability/) - Profitability analytics and pricing optimization for banking products
- [Credit Unions](https://zafin.com/banking-platform/solutions/credit-unions/) - Product, pricing and loyalty solutions tailored for credit unions

## Zafin IO

Zafin IO is the integration platform for regulated institutions. Proven first in banking, it connects data, events, services, workflows and applications across enterprise environments so institutions can connect legacy and modern systems and modernize progressively without disrupting critical operations. Proven first in banking, Zafin IO is also applicable across banking-adjacent sectors, such as insurance, capital markets, wealth, pensions, payments and financial infrastructure, and more broadly across regulated industries with similar integration and modernization demands.

- [Zafin IO Overview](https://zafin.com/zafin-io/) - Overview of Zafin IO, the integration platform for regulated institutions
- [Core Connectors and Accelerators](https://zafin.com/zafin-io/core-connectors-accelerators/) - Pre-built connectors and accelerators for banking system integration
- [Zafin Data Fabric](https://zafin.com/banking-platform/platform/zafin-data-fabric/) - Data integration and orchestration layer that connects data sources across legacy and modern banking environments, delivered as part of the Zafin IO platform

## Case Studies

- [Tier 1 US Bank — $20M Quarterly Savings](https://zafin.com/banking-platform/insights/banking-blueprints/case-studies/tier-1-us-bank-eliminating-manual-pricing-to-deliver-real-time-rates-and-unlock-20m-in-quarterly-savings/) - Eliminating manual pricing to deliver real-time rates
- [Tier 1 US Bank — $10M Revenue Unlock](https://zafin.com/banking-platform/insights/banking-blueprints/case-studies/tier-1-us-bank-solving-pricing-complexity-with-unified-pricing-billing-to-unlock-10m-in-revenue/) - Solving pricing complexity with unified pricing and billing
- [Tier 1 Canadian Bank — $44M Revenue Growth](https://zafin.com/banking-platform/insights/banking-blueprints/case-studies/tier-1-canadian-bank-accelerating-acquisition-with-intelligent-offer-management-to-drive-44m-in-revenue-growth/) - Accelerating acquisition with intelligent offer management
- [Tier 2 US Bank — 25% Deposit Growth](https://zafin.com/banking-platform/insights/banking-blueprints/case-studies/tier-2-us-bank-modernizing-legacy-pricing-to-personalize-offers-and-unlock-25-deposit-growth/) - Modernizing legacy pricing to personalize offers
- [Tier 1 European Bank — Enterprise Product Catalog](https://zafin.com/banking-platform/insights/banking-blueprints/case-studies/tier-1-european-bank-unifying-product-management-with-a-scalable-enterprise-catalog-to-centralize-control-and-unlock-regional-growth/) - Unifying product management to unlock regional growth
- [Gulf Bank — Revenue Uplift and Automation](https://zafin.com/banking-platform/insights/banking-blueprints/case-studies/gulf-bank-revenue-uplift-automation/) - Revenue uplift through automated pricing and billing
- [Tier 1 North American Bank — Core Modernization](https://zafin.com/banking-platform/insights/banking-blueprints/case-studies/core-modernization-and-digital-transformation-at-a-tier-1-north-american-bank/) - Core modernization and digital transformation
- [Tier 1 Australian Bank — Core Modernization](https://zafin.com/banking-platform/insights/banking-blueprints/case-studies/core-modernization-and-digital-transformation-at-a-tier-1-australian-bank/) - Core modernization and digital transformation
- [Personalized Deposit Pricing at Scale](https://zafin.com/banking-platform/insights/banking-blueprints/case-studies/personalized-deposit-pricing-at-scale/) - Algorithmic, market-responsive deposit pricing
- [Intelligent Deposit Pricing Campaigns](https://zafin.com/banking-platform/insights/banking-blueprints/case-studies/intelligent-deposit-pricing-campaigns/) - Data-driven deposit pricing campaigns
- [All Case Studies](https://zafin.com/newsroom/case-studies/) - Full library of Zafin client case studies

## Insights and Thought Leadership

- [Insights Hub](https://zafin.com/insights/) - Zafin's central hub for banking and regulated industry insights
- [Banking Blueprints Blog](https://zafin.com/banking-platform/insights/banking-blueprints/) - Articles, research and expert perspectives on banking modernization, product, pricing and AI
- [AIOS Insights](https://zafin.com/aios/insights/) - Resources on governed agentic work and AI governance for regulated institutions
- [Zafin IO Insights](https://zafin.com/io/insights/) - Resources on integration and core modernization for banking
- [White Papers and Reports](https://zafin.com/banking-platform/insights/banking-blueprints/white-paper-and-reports/modernize-what-matters-a-pragmatic-blueprint-for-core-banking-system-transformation/) - In-depth research and industry reports
- [Agentic Workflows in Corporate Banking](https://zafin.com/banking-platform/insights/banking-blueprints/white-paper-and-reports/agentic-workflows-corporate-banking/) - Research on governing agentic workflows in corporate banking environments
- [Podcasts](https://zafin.com/banking-platform/banking-blueprints/podcasts/) - Audio conversations on banking modernization, AI and financial services
- [Glossary](https://zafin.com/glossary/) - Definitions of key banking and fintech terms

## Selected Blog Posts

- [Agentic AI Governance and Proof](https://zafin.com/aios/insights/blogs/agentic-ai-governance-proof/) - How governed agentic work requires proof, auditability and institutional control
- [2026 Outlook: Ten Big Questions Shaping Banking](https://zafin.com/banking-platform/insights/banking-blueprints/blogs/2026-outlook-the-ten-big-questions-shaping-the-future-of-banking/) - Strategic outlook on the forces shaping banking in 2026
- [The Future of Banking Is Conversational](https://zafin.com/banking-platform/insights/banking-blueprints/blogs/the-future-of-banking-is-conversational-enabling-intelligent-banking-with-mcps/) - How MCPs and intelligent banking are reshaping financial services
- [AI in Banking: Human Collaboration](https://zafin.com/banking-platform/insights/banking-blueprints/blogs/ai-in-banking-human-collaboration/) - How human authority and AI collaboration drive responsible banking outcomes
- [Bank AI Explainability](https://zafin.com/banking-platform/insights/banking-blueprints/blogs/bank-ai-explainability/) - The case for explainability and auditability in banking AI systems
- [The CIO's Guide to Core Modernization](https://zafin.com/banking-platform/insights/banking-blueprints/blogs/the-cios-guide-to-core-modernization/) - A strategic guide for banking CIOs on core modernization approaches
- [Future of Banking: From Product Growth to Relationship Economics](https://zafin.com/banking-platform/insights/banking-blueprints/blogs/future-of-banking-product-growth-to-relationship-economics/) - How banks are shifting from product-led to relationship-led growth
- [Technical Debt as Balance Sheet Risk](https://zafin.com/banking-platform/insights/banking-blueprints/blogs/technical-debt-balance-sheet-risk-banks/) - Why banks must treat technical debt as a financial risk
- [Who Owns the Customer Conversation in the Age of AI](https://zafin.com/banking-platform/insights/banking-blueprints/blogs/who-owns-customer-conversation-age-of-ai/) - How AI is reshaping customer ownership in banking

## Newsroom

- [Newsroom](https://zafin.com/newsroom/) - All Zafin news, press releases, media coverage and company announcements
- [Press Releases](https://zafin.com/newsroom/press-releases/) - Official Zafin announcements and product launches
- [Company News](https://zafin.com/newsroom/company-news/) - Awards, recognition and company milestones
- [Media Coverage](https://zafin.com/newsroom/media-coverage/) - Zafin in the press and industry media
- [Zafin Launches AIOS](https://zafin.com/newsroom/press-releases/zafin-launches-aios-an-end-to-end-platform-to-orchestrate-and-govern-agentic-workaios-helps-regulated-institutions-orchestrate-agents-models-tools-and-workflows-from-intent-to-governed-outcome-wit/) - Official press release for Zafin AIOS launch (June 2026)
- [Zafin Launches Zafin IO and Zafin Data Fabric](https://zafin.com/newsroom/press-releases/zafin-launches-zafin-io-and-zafin-data-fabric-a-new-offering-to-accelerate-banking-transformation-this-offering-will-simplify-integration-processes-cut-core-modernization-risks-to-support-uninterrup/) - Official press release for Zafin IO and Data Fabric launch
- [Zafin Strengthens Collaboration with Microsoft, Advancing Bank Modernization with Azure AI](https://zafin.com/newsroom/press-releases/zafin-strengthens-collaboration-with-microsoft-advancing-bank-modernization-with-azure-ai/) - Zafin and Microsoft deepening AI and modernization partnership
- [Zafin Introduces IO Canvas](https://zafin.com/newsroom/press-releases/zafin-introduces-io-canvas-a-low-code-builder-to-redefine-data-integration-for-financial-institutionsproviding-a-low-code-environment-io-canvas-helps-banks-accelerate-progressive-core-modernization/) - Low-code data integration builder for financial institutions
- [Zafin and Curinos Collaborate on Deal Management and Fee Billing](https://zafin.com/newsroom/press-releases/zafin-and-curinos-collaborate-to-power-deal-management-and-fee-billing-with-embedded-market-intelligence-helping-banks-strengthen-deal-pricing-accuracy-ensure-billing-integrity-and-protect-mar/) - Embedded market intelligence for deal pricing and billing
- [Navy Federal Partners with Zafin for Core Modernization](https://zafin.com/newsroom/press-releases/navy-federal-partners-with-zafin-for-multi-year-core-modernization-initiative-to-drive-performance-and-accelerate-product-innovation/) - Multi-year core modernization initiative with Navy Federal Credit Union
- [Zafin Named to CNBC World's Top Fintech Companies 2026](https://zafin.com/newsroom/company-news/zafin-recognized-on-cnbc-worlds-top-fintech-companies-2026-list/) - Zafin recognized among the world's leading fintech companies
- [Zafin and Emirates NBD Win at Global Retail Banking Innovation Awards 2025](https://zafin.com/newsroom/company-news/zafin-and-emirates-nbd-win-at-the-global-retail-banking-innovation-awards-2025/) - Joint award win recognizing banking innovation
- [Zafin Featured in Microsoft's Azure SRE Agent Blog](https://zafin.com/newsroom/company-news/zafin-featured-in-microsofts-latest-azure-sre-agent-blog/) - Zafin recognized in Microsoft's agentic AI engineering blog

## Partners

- [Partners Overview](https://zafin.com/partners/) - Zafin's ecosystem of technology and consulting partners
- [Microsoft](https://zafin.com/partners/microsoft/) - Strategic partnership with Microsoft Azure for banking modernization and AI
- [FIS](https://zafin.com/partners/fis/) - Integration and modernization partnership with FIS
- [PwC](https://zafin.com/partners/pwc/) - Advisory and implementation partnership with PwC
- [Thought Machine](https://zafin.com/partners/thought-machine/) - Partnership enabling next-generation core banking modernization
- [Finacle](https://zafin.com/partners/finacle/) - Integration partnership with Infosys Finacle for core banking
- [10x Banking](https://zafin.com/partners/10x/) - Partnership for cloud-native core banking transformation
- [BIAN](https://zafin.com/partners/bian/) - BIAN-aligned architecture and standards partnership

## Events

- [Events](https://zafin.com/events/) - Upcoming Zafin events, summits, and webinars
- [Zafin Governed AI Summit](https://zafin.com/events/featured-event/zafin-governed-ai-summit/) - Zafin's flagship event on governed AI and agentic work for regulated institutions
- [Banking Leadership Summit 2026 (North America)](https://zafin.com/events/featured-event/banking-leadership-summit-2026-na/) - Annual banking leadership and innovation summit
- [On-Demand Webinars](https://zafin.com/events/on-demand-webinars/) - Recorded webinars on banking modernization, AI and regulated technology

## Work With Us / Contact

- [Careers](https://zafin.com/careers/jobs/) - Open roles at Zafin
- [LinkedIn](https://www.linkedin.com/company/zafin/) - Zafin on LinkedIn
- [YouTube](https://www.youtube.com/channel/UCUTh9EOomQB5NuMbaNpjtrw/videos) - Zafin on YouTube

## Legal and Policy

- [Privacy Notice](https://zafin.com/privacy-notice/) - Zafin's privacy policy and data handling practices
- [Terms of Use](https://zafin.com/terms-of-use/) - Zafin website terms of use
- [Cookie Policy](https://zafin.com/cookie-policy/) - Zafin's cookie usage policy
- [Accessibility Policy](https://zafin.com/accessibility/) - Zafin's accessibility standards and commitments
- [Modern Slavery Statement](https://zafin.com/modern-slavery-statement/) - Zafin's modern slavery and human trafficking statement
- [Responsible Supply Chain](https://zafin.com/responsible-supply-chain/) - Zafin's responsible supply chain policy