Blog
How Compliance Views AI Agents, LLMs, and Data Sovereignty
Compliance in banking and insurance is embracing AI agents, LLMs, and the cloud, with costs and data sovereignty as key decision factors.
Compliance
AI
ACTICO at the Annual Convention of Thrift Banks Philippines 2026
ACTICO is proud to be a Silver Sponsor of the Annual Convention of Thrift Banks Philippines 2026 – one of the key gatherings for the thrift banking sector in the country.
The Annual Convention brings together thrift banks and industry stakeholders to exchange ideas, explore innovation, and shape the future of lending in the Philippines. For ACTICO, it is the ideal opportunity to connect with institutions that are growing their loan portfolios and ready to make smarter, faster credit decisions.
Our APAC experts Ruben Alink and Beatrix Palomar will be at the ACTICO booth, ready to share how the ACTICO Credit Decision Platform is helping thrift banks automate and scale their credit decisioning – from SME loans to personal lending. We will take you through how we have helped one of our clients approve a loan in just 2 minutes instead of 2 days.
Want to learn more?
Come and discover how institutions like yours are boosting efficiency, increasing approval volumes, and staying fully compliant.
Can’t join us on-site?
Get in touch with our APAC team to explore how ACTICO can support your business. Fill out our form and we will get back to you.
Featured Topics
LLMs have changed what’s possible in financial spreading. The ability to semantically understand a financial statement, regardless of format, language, or structure, is a genuine breakthrough, and any serious automated spreading solution is built on it.
However, production-ready financial spreading tools demand more: the ability to handle inconsistent and heterogeneous input formats at scale, a comprehensive domain-specific context layer aligned to your spreading templates and guidelines, and structured Human-in-the-Loop workflows that keep analysts in control of every critical decision.
General-purpose AI tools can handle none of that out of the box. The result is a solution that looks compelling in a controlled demo, and breaks down in production.
In this 30-minute webinar, ACTICO Product Manager Christopher Hansert breaks down exactly what a purpose-built automated spreading solution requires, and demonstrates the full end-to-end process.
What you’ll see:
- Where generic LLMs fit into a real financial spreading automation pipeline
- The governance and auditability requirements that production deployments demand
- A live demo covering document parsing, data extraction, field mapping, and Human-in-the-Loop review
Secure your spot now. Sign up using the form on the right.
Your speaker for the session:
Christopher Hansert
Product Manager Credit Solutions
ACTICO
Christopher Hansert leads product management for ACTICO’s credit risk solutions, with a specific focus on the architecture of AI-assisted financial spreading and credit assessment workflows.
Insights from Accenture and ACTICO on how financial institutions are deploying AI agents to automate credit assessment workflows across commercial and corporate lending – governed, auditable and built for enterprise scale.
Commercial credit teams spend a disproportionate share of their time on work that doesn’t require their expertise: extracting figures from financial statements, mapping data across formats, populating rating templates, drafting credit memos.
Agentic AI changes this. Not by automating decisions, but by automating the preparation, so analysts arrive at the decision point with everything already done.
This Executive Briefing, developed from Accenture and ACTICO’s joint webinar “Agentic AI in Action,” shows what this means in practice: Agentic AI is production-ready on the ACTICO Credit Risk Platform today. It covers the technology, the governance requirements and the ROI model — so financial institutions can make an informed decision on how to start now.
Key Highlights:
- The three waves of AI in credit risk, and what makes Agentic AI fundamentally different from Predictive and Generative AI
- How the ACTICO Credit Risk Platform’s credit agent executes an end-to-end credit risk assessment, from document extraction to credit memo – while keeping the analyst in control of every final decision
- The ROI model presented by ACTICO and Accenture: value levers, cost factors and what institutions can realistically expect
- Why governance cannot be retrofitted, and the three non-negotiable pillars for regulated deployment
- What separates leaders from laggards: Accenture’s perspective on the organizational and strategic factors that determine enterprise-scale success
- Why acting now is a strategic advantage, and what institutions that wait are actually giving up
Who is this relevant for?
This briefing is for anyone with an interest in how Agentic AI is reshaping credit risk, from those exploring the technology for the first time, to senior decision-makers in financial institutions who are actively evaluating, piloting, or scaling it in commercial lending.
Practitioners will find it most relevant if you are a Chief Risk Officer or Head of Credit Risk looking to reduce manual effort and improve consistency across commercial lending, a CTO or Digital Officer responsible for enterprise AI strategy, a Head of Commercial Banking seeking faster turnaround times and more consistent credit decisions, a Risk Infrastructure leader accountable for model governance and regulatory compliance (IRB, IFRS 9, Basel III/IV), or a Strategy executive building the business case for adoption.
Submit the form to access the full briefing instantly — no waiting.
Experience Agentic AI for smarter Credit Risk Management – live in Frankfurt
The Agentforce World Tour is the place to be for everyone shaping the next stage of AI transformation – and we are part of it.
Salesforce brings together decision-makers and experts to showcase how Agentic AI, data, and modern platforms are redefining business processes. Expect inspiring keynotes, real-world use cases, live demos, and a dedicated industry area for Financial Services.
See what this means for your credit risk management. At our booth, you can expect:
- Deep Dive into Commercial Credit Risk Assessment: How AI agents reduce manual effort and accelerate decision-making
- Agentic AI in Action: Live demo of AI agents in credit risk assessment
- The technology behind it: The ACTICO Credit Risk Platform – built on the Salesforce platform and powered by Agentforce
- One platform, many capabilities – all AI-powered: financial spreading, internal rating models, credit risk assessment, and loan origination & decisioning
Why you should visit us
If you’re exploring how to:
- make faster, more informed credit decisions
- reduce manual effort
- future-proof your processes
then let’s talk.
Your meeting at Agentforce World Tour in two simple steps
Step 1: Register for free on the Salesforce event page.
Sign up here
Step 2: Schedule your meeting using the form on the right.
Agentic AI for Credit Risk Assessments
Agentic AI for Credit Risk Assessment for Banks and Financial Institutions
Financial institutions are under pressure to process growing volumes of data while maintaining high standards of risk management and regulatory compliance.
Agentic AI introduces a new way to operate: AI agents that analyze data, coordinate tasks, and support complex decision workflows. Within credit risk processes, AI agents can gather information, extract financial data, generate structured analyses, and prepare risk assessments for analyst review. The result is a more efficient and consistent process, while final decisions remain firmly in human hands.
Book a Demo Explore the ACTICO Credit Risk Platform
Why Agentic AI Matters
Banking Processes Are Increasingly Complex
Credit risk assessment requires analysts to combine data from multiple sources, including financial statements, market data, internal policies, and historical customer information.
Many steps remain manual and time-consuming:
- Extracting financial statements from reports
- Collecting data across internal and external systems
- Performing financial ratio analysis
- Preparing credit memos and risk reports
- Checking compliance with internal lending policies
Traditional automation can support individual steps, but it cannot manage the entire workflow.
Agentic AI changes this by enabling goal-driven workflows where AI agents plan tasks, gather information, and execute structured analysis across multiple systems.
AI Agents Supporting Credit Analysts
How Agentic AI Works in Credit Risk Assessment
In credit risk workflows, AI agents act as operational partners for analysts. They automate repetitive tasks and prepare structured analysis, enabling experts to focus on risk evaluation and decision-making.
Typical workflow with Agentic AI:
- A new credit request or annual review is triggered.
- The agent checks whether all required data is available.
- Financial statements are extracted and structured automatically.
- The agent performs financial analysis and peer comparison.
- A structured risk assessment and credit memo are prepared.
- The credit analyst reviews the analysis and makes the final decision.
- Analyst feedback improves the agent’s knowledge base.
This collaboration significantly reduces manual work while maintaining full human oversight.
Designing Effective and Responsible Agent Systems
Built for Governance, Compliance, and Scale
Successful agent-based systems follow a clear architecture and governance model. Financial institutions operate in highly regulated environments, which means Agentic AI must be deployed with robust controls built in from the start.
- Defined Roles — Agents must have clear responsibilities and defined tasks within the workflow.
- Structured Data Access — Agents require access to relevant internal and external data sources such as financial statements, internal policies, and market information.
- Defined Actions and Prompts — Agents execute specific tasks such as financial analysis, KPI calculations, and variance identification.
- Guardrails and Compliance Controls — Strict guardrails ensure agents use only relevant data and operate within defined regulatory boundaries, avoiding unsupported conclusions and ensuring bias controls are in place.
- Native Platform Integration — Agents should operate directly within credit risk systems to enable efficient workflows and continuous improvement.
Governance requirements that come as standard:
Agentic AI allows analysts to focus on expert judgement while AI handles time-intensive operational work
Get insights on how banks and financial institutions are using Agentic AI to transform credit risk assessment – in our Executive Briefing “Agentic AI in Commercial Credit Risk”.
Frequently Asked Questions
What is Agentic AI?
Agentic AI refers to AI-powered systems that autonomously plan and execute complex, multi-step tasks to achieve a defined goal. Unlike traditional automation or Generative AI, agents reason, adapt to new information, and coordinate across systems — all within clearly defined boundaries.
How does Agentic AI differ from Generative AI?
Generative AI answers questions and creates content when prompted — one step at a time. Agentic AI goes further: it breaks down a goal into subtasks, executes them in sequence, responds to interim results, and delivers a structured output ready for human review. It acts, not just answers.
Will AI agents replace credit analysts?
No. The role of Agentic AI is to handle time-intensive operational work — data gathering, financial extraction, analysis preparation — so analysts can focus on expert judgement and final decisions. Human oversight remains central throughout the process.
What specific tasks can a credit agent perform?
A credit agent can validate incoming credit requests, extract and structure financial statement data, perform ratio analysis and peer comparisons, prepare qualitative and quantitative risk assessments, generate credit memos, and flag early warning signals — all within your existing credit risk platform.
How is ROI calculated for Agentic AI in credit risk?
ROI is driven by two factors: the value created and the costs incurred. On the benefit side, the key metrics are reduction in processing time per workflow (financial spreading, risk ratings, credit memos) and the analyst capacity freed up as a result. On the cost side, the main factors are implementation, prompt engineering and maintenance, and consumption-based usage fees. In practice, institutions can realistically target a 50–60% reduction in time-to-decision, with ROI reaching approximately 3x when scaled beyond the initial pilot.
Can Agentic AI be deployed in compliance with financial regulations?
Yes. Responsible deployment requires full traceability of all agent actions and outputs, strict data access controls aligned to need-to-know principles, human-in-the-loop checkpoints for all credit decisions, and compliance with frameworks such as the EU AI Act and DORA. ACTICO’s platform is built with these requirements in mind.
Can the agent capabilities be accessed from other systems?
Yes. ACTICO exposes agent capabilities via MCP (Model Context Protocol) servers, allowing third-party systems to call functions such as financial spreading or risk rating preparation through an API. This means the capabilities are not limited to the ACTICO interface.
How long does implementation take?
This varies depending on the scope and existing infrastructure, but a focused pilot — targeting one or two workflows such as financial spreading or risk rating — can typically be up and running within weeks. Scaling to additional workflows follows once the pilot is validated.
How do I get started implementing Agentic AI in our Credit Risk Assessment processes?
The best first step is to map your current credit workflows and identify where the most manual, repetitive work takes place. From there, ACTICO can help scope a proof of concept, model the ROI for your specific volumes, and demonstrate the capabilities against your own data.
Live Event
Shaping the Future of Credit Decisioning – meet ACTICO in Manila
ACTICO joins the Annual Convention of Thrift Banks Philippines 2026 as Silver Sponsor. Discover how thrift banks are automating credit decisions at scale.
Credit Risk Management
Webinar
Webinar: Automated Financial Spreading – The Role of LLMs, Governance, and Audit Trails
Join this 30-minute webinar to understand why orchestrating multiple LLMs falls short on accuracy, auditability, and scale — and see a live demo of purpose-built decisioning AI in action.
Financial Spreading
AI
Thought Leadership
Agentic AI in Commercial Credit Risk | Accenture & ACTICO
How leading banks are deploying Agentic AI in commercial credit risk with the ACTICO Credit Risk Platform — insights from Accenture and ACTICO’s joint webinar. Download the Executive Briefing.
Credit Risk Management
AI
Explore Agentic AI for Credit Risk Management
Agentic AI enables financial institutions to modernize credit risk processes while maintaining transparency and regulatory control. Discover how AI agents can support your credit analysts and accelerate risk decisions.
nSight is nCino’s premier annual event for financial services—bringing together 1,700+ decision-makers and innovators from 300+ financial institutions for three days of sessions, peer exchange, and hands-on innovation showcases.
As a partner in the nCino ecosystem, ACTICO will be at the event throughout. Our focus: helping credit risk teams create and deploy internal rating models at scale – consistently, audit-ready, and without adding operational overhead.
ACTICO at nSight from May 12 to May 14, 2026
What we’ll show you
ACTICO Credit Risk Rating helps credit risk teams manage all internal rating models – any number, any complexity – on one platform. Designed to work seamlessly within nCino environments.
Take this opportunity at the booth to discuss your challenges and see live demonstrations of:
- Internal rating model governance across complex portfolios
- Scorecard integration in nCino environments
- Agentic AI support for rating teams – governed, explainable, audit-ready
On-Demand Webinar: ACTICO and Accenture discuss how Agentic AI is moving from experimentation to practical use in banking and financial services
Banks and financial institutions are increasingly exploring Agentic AI to accelerate operations, improve consistency, and support better decision-making.
The session focuses on how AI Agents can support commercial credit risk assessment, helping institutions reduce manual effort, improve transparency, and accelerate credit decisions.
The webinar also includes a live demo of an AI Credit Agent and a sample ROI calculation illustrating the potential business impact.
What you will learn:
- What Agentic AI is and how it differs from previous AI approaches
- Real-world use cases in banking and financial services
- Where AI Agents can support credit risk assessment processes
- A live demo of a Credit Agent, including automated financial spreading and credit workflows
- How to measure the value and ROI of Agentic AI initiatives
Featured in the webinar
Accenture shares strategic insights on the emergence of Agentic AI, including practical use cases across banking and financial services and why many institutions are moving from experimentation to implementation.
ACTICO demonstrates how Agentic AI can be applied specifically in commercial credit risk assessment,
including a live demo of an AI Credit Agent and a sample ROI framework.
Who should watch
This session is relevant for professionals across banks, insurance and financial institutions:
- Credit Risk
- Commercial Lending
- Risk & Compliance
- Digital Transformation
- Banking Technology and Operations
Why watch this webinar?
To learn how AI Agents can support more efficient, consistent, and scalable credit risk assessment processes.
Agentic AI in Commercial Credit Risk
Get insights on how banks and financial institutions are using Agentic AI to transform credit risk assessment – and what it means for yours – in our Executive Briefing which distils the webinar in a short read.
Book a Demo of the Credit Risk Platform
ACTICO has been recognised as Leading Decisioning Platform 2025 at the 21st Elets NBFC 100 Tech Summit, hosted by Elets Banking & Finance. The award highlights ACTICO’s strong position in the APAC market and the company’s contribution to advancing digital and automated credit decisioning for non-banking financial companies (NBFCs) and financial service providers.
ACTICO Credit Decision Platform enables financial service providers and NBFCs to automate credit decisions, combining business rules and AI in a seamless way. Decisions remain transparent and under the control of business domain experts.
Key capabilities of the solution:
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- real-time decisioning at scale
- flexibility and scalability to support rapid business growth
- deployment options across SaaS or on-premises
- reduced operational effort and improved credit decision quality
- integrated ML and AI capabilities to enhance decision accuracy and consistency
More information on ACTICO Credit Decision Platform can be found here.
“Being recognised as Leading Decisioning Platform 2025 is a strong validation of our long-term commitment to supporting NBFCs and financial service providers across India with reliable, high-performance decisioning technology. We are proud to see the impact our credit decisioning platform delivers in the market and appreciate the trust and collaboration we see across the region.“
Ruben Alink, Managing Director APAC
Growing importance of the Indian market for ACTICO
India is a strategic growth market for ACTICO. NBFCs face the challenge of automating credit decisions in a scalable, regulatory compliant, and efficient way:
“This recognition underscores ACTICO’s accelerating momentum in India, where NBFCs are increasingly focused on scalable, resilient and high-performance decisioning. Through close collaboration with customers on the ground, ACTICO enables lending institutions to enhance operational excellence, support growth at scale and drive sustainable outcomes across the Indian financial services ecosystem.“— Vishwas Trehan, Sales Director India, ACTICO
ACTICO also stands out in international analyst comparisons
Complementing the recognition at the Elets Summit, the internationally recognised report The Forrester Wave™: AI Decisioning Platforms, Q2 2025 provides a benchmark comparison of 15 leading vendors worldwide. ACTICO was rated a “Strong Performer” and was the only provider recognised as a “Customer Favorite”.
Celebrating a Decade of Innovation in Digital Finance – meet ACTICO at Singapore FinTech Festival 2025
The global fintech community comes together to celebrate the 10th anniversary of the Singapore FinTech Festival (SFF) — the world’s largest event for financial technology and innovation. Under the theme “Technology Blueprint for the Next Decade of Finance”, SFF 2025 will explore how AI, automation and digital transformation are reshaping financial services around the world.
ACTICO will join this milestone edition as an exhibitor, sharing insights into how financial institutions can leverage technology and automation to strengthen credit decisioning across the credit lifecycle.
Our APAC team will be available at the Philippines Pavilion to discuss how data, AI and transparency help banks and lenders make faster, more consistent and compliant credit decisions:
Visit us to learn how ACTICO supports financial institutions in shaping the next decade of finance — and don’t miss Ruben Alink, Managing Director APAC, who will also be speaking at the festival on November 13 at 3:15 PM SGT.
Contact us
Whether you are meeting us on-site at the Singapore FinTech festival 2025 or reaching out digitally – our APAC experts are here for you.