Getting Started with Now Assist for Financial Services Operations (FSO)

mmcdonnell · 2 hours ago

Getting Started with Now Assist for Financial Services Operations (FSO)

A note before you begin: FSO is built on top of CSM, so customers automatically inherit all Now Assist for CSM capabilities. This article focuses on FSO-specific considerations — for broader implementation guidance, skill and agent details, and platform best practices, refer to the Now Assist for CSM – Getting Started article.

Objective

This guide introduces Now Assist for FSO, including prebuilt AI skills and agents, FSO-specific capabilities, and how customers and partners can extend AI using platform and CSM capabilities. While the interface can be activated quickly, achieving lasting value requires careful configuration, thoughtful sequencing, and knowledge across multiple layers of the platform — including financial services-specific compliance and data considerations.

Product Overview

Now Assist for FSO embeds generative and agentic AI directly into Financial Services Operations workflows — from fraud investigations and payment disputes to insurance claims processing. It is designed to help teams work faster, more consistently, and with greater confidence in high-stakes, regulated environments.

The following summarizes how Now Assist for FSO delivers value across key personas:

Customer Service Representatives and Operations Analysts

Work more efficiently with AI-generated case summaries, contextual recommendations, and guided next steps embedded directly in their workspace. AI agents like the Friendly Fraud Agent and ACH Dispute Agent surface relevant evidence and recommend resolution paths — reducing the cognitive load of complex investigations while keeping the human analyst in control of every decision.

Insurance Brokers & Agents

Accelerate client conversations with AI-generated policy summaries and coverage snapshots before renewals. Guided intake prompts support accurate first notice of loss (FNOL) capture, while in-context knowledge surfacing helps brokers respond confidently to complex product questions — without switching systems.

Branch Managers & Banking Front Office

Gain real-time visibility into service queues, open cases, and escalation trends through unified dashboards. Now Assist surfaces operational insights that help branch managers identify bottlenecks, track SLA compliance, and support frontline staff — with AI-drafted communications keeping client outreach consistent and on time.

Operations Managers

Gain visibility into case volumes, resolution trends, analyst workload, and AI performance through unified dashboards. Now Assist surfaces operational insights from transactional data, helping managers identify bottlenecks, track SLA compliance, and make data-driven decisions about staffing and process improvements.

Compliance Officers

Benefit from built-in auditability of AI-assisted decisions. When a human agent deviates from an AI recommendation, they are required to document a reason — creating an audit trail that supports regulatory review. Sensitive data handling controls, including integration with tokenization partners for PAN data, help meet PCI DSS and other compliance requirements.

Customers

Experience faster, more consistent intake through AI-powered Virtual Agent conversations that intelligently collect dispute or claim information, infer answers from customer responses, and reduce the back-and-forth of traditional forms. Customers get clearer communication and faster resolution timelines.

Admins & Implementors

Deploy and configure AI-driven capabilities with minimal overhead using out-of-the-box skills, low-code customization via the Skill Kit, and pre-built agent templates tailored to FSO workflows. FSO automatically inherits platform-level and CSM skills, meaning your team benefits from a broad set of AI capabilities without duplicating configuration effort.

Key Distinction: Skills vs. Agents

While both incorporate generative or agentic AI, we define skills and agents differently:

Skills: Single-action AI features — such as summarizing a case or suggesting knowledge articles.

Agents: Multi-step, orchestrated workflows that combine multiple skills and steps — such as reviewing a dispute, checking rules, and drafting communications.

When to Use Each Type of AI

Selecting the right AI approach depends on the complexity of the task, the degree of reasoning required, and your automation goals. Use this framework to guide your implementation planning:

Problem Type	FSO Example	Recommended Solution	Why It Works
Single-step task	Summarize a dispute case for a new analyst	Now Assist Skill	Fast, efficient, pre-built — no configuration needed
Slightly adapted action	Summarization with custom FSO fields or reason codes	Now Assist Skill Kit	Customizable prompts and field mapping with minimal setup
Multi-step reasoning	Investigate a friendly fraud dispute across transaction history, KB articles, and prior cases	AI Agent	Supports planning, contextual decision-making, and human review
Advanced Work Assignment (AWA)	Route a dispute to the correct queue based on card network and category	Flow Designer	Best for predictable, rule-based processes

Tip: AI Agents and deterministic workflows can be combined in the same process. Use agentic AI for adaptive, decision-heavy tasks while keeping compliance-driven steps in Flow Designer or Orchestration. This hybrid approach balances flexibility with control.

Plugin Installation & Prerequisites

Before enabling Now Assist for FSO, ensure your environment and licensing meet the prerequisites and that all required components are properly installed.

1. Verify Licensing Prerequisites

Now Assist for FSO requires FSO Pro Plus or FSO Enterprise Plus licensing
Both SKUs include the same Now Assist capabilities but are add-ons to different base FSO entitlements

Ensure your base FSO entitlement is active before attempting to activate Now Assist

2. Confirm Foundational Data & Configuration

Now Assist is only as effective as the data platform it is built on. Before activation, confirm the following are in place:

Customer Data Foundation (CDF) and/or Service Model Foundation (SMF) are configured (if applicable)

Case Management and the FSO data model are active and populated

Knowledge articles covering dispute procedures, reason codes, and resolution guidance are accurate and up to date

Account, product, and transaction linkage in the FSO data model is complete (critical for AI agent context)

Financial Services Workspace is set up for the relevant FSO personas

3. Install Required Plugins

Navigate to System Definition > Plugins in your ServiceNow instance and install the following (in order where dependencies apply):

Financial Services Operations Core

Now Assist for Financial Services Operations (FSO)

AI Search

Optional plugins:

Group Action Framework — for grouping records and taking smart actions on grouped data

Knowledge Graph — for agentic use in semantic indexing

Generative AI Controller — only required if using your own LLM models

4. Assign Roles and Permissions

Configure appropriate roles for each FSO user group before granting access to skills (e.g., dispute analyst, claims adjuster, operations manager).
Use configurable availability settings to expose skills only where they add measurable value.

Restrict AI Agent access to qualified roles until your team has validated agent behavior in your environment.

5. Activate Through the Now Assist Admin Console

Open Now Assist Admin Console in your instance.
Enable the product plugin from Settings.
Activate the Now Assist Panel for relevant FSO personas.
Configure individual skills within the FSO case workflow as required.
Enable AI Agents (Friendly Fraud, ACH Dispute) once foundational skills are validated.

Security, Compliance & Responsible AI

Leverage the Security & Responsible AI Section on the Now Assist for CSM - Getting Started community article for information and resources on Security, Compliance & Responsible AI.

Recommended Implementation Sequence

Leverage the Live on ServiceNow: CRM AI Academy - Tailor Your AI Sequence for Scalable Success for data on tailoring your AI implementation sequence.

Data Readiness

Leverage the Now Assist – Data Readiness Checklist for Requester Persona for specifics on data readiness.

Frequently Asked Questions

What licensing is required for Now Assist for FSO?

Now Assist for FSO requires FSO Pro Plus or FSO Enterprise Plus. These are add-on SKUs to the corresponding base FSO entitlements and include the same Now Assist capabilities. Contact your ServiceNow account team to confirm which SKU applies to your contract.

Are AI Agent recommendations logged for audit and compliance purposes?

Yes. All AI Agent invocations are logged in Agent Execution Logs. Additionally, when a human analyst deviates from an AI-generated recommendation, they are required to document a reason. This creates a complete, auditable record of every AI-assisted decision — supporting internal quality review and regulatory compliance requirements.

What happens when the analyst overrides the AI Agent’s recommendation?

The analyst can proceed with any resolution decision regardless of the AI recommendation. If they choose a path different from what the agent recommended, they must provide a documented reason before proceeding. The AI recommendation, analyst decision, and reason are all captured in the case record.

Does Now Assist for FSO support regulated environments (e.g., FedRAMP, GCC)?

Yes, on a restricted basis with specific SKUs that differ from commercial environments. For on-premises or isolated deployments, special configuration or approvals may be required. Contact your ServiceNow account team to confirm availability and requirements for your specific environment before beginning implementation planning.

How is PAN (Primary Account Number) or other PII (Personally Identifiable Information) data protected when using Now Assist?

ServiceNow integrates with tokenization partners to ensure raw card numbers (PANs) are never exposed in AI prompts or responses. The Sensitive Data Handler plugin provides an additional layer of protection by redacting configurable sensitive fields before data is processed by the LLM. Confirm these integrations are active and validated in a sandbox environment before enabling Now Assist in production.

Can I use a different LLM provider with Now Assist for FSO?

Yes. While Now Assist works out of the box with supported model providers, you can bring your own LLM using the Generative AI Controller. This provides flexibility in model selection based on business, compliance, or performance requirements. Note that the Generative AI Controller requires Pro Plus or Enterprise Plus licensing.

Do I need existing case history data to start using Now Assist?

Not necessarily for skills like summarization, which operate on the current case record. However, AI agents like the Friendly Fraud Agent and ACH Dispute Agent perform better with access to prior case and transaction history, as they reason over historical patterns to contextualize new disputes. We recommend having a reasonable volume of historical case data in place before activating AI agents.

What’s Next

Learn more about Now Assist for FSO in the Implementer Learning Path

Learn about custom agent and skill creation using the Now Assist Skill Kit

Refer to the Now Assist for CSM – Getting Started article for additional guidance on implementation sequencing, training resources, best practices & inherited CSM and platform skills and agents

Download the Now Assist Data Readiness Checklist from MyNow

Join the CRM AI Academy monthly webinar series for ongoing enablement

✅ Tip: Remember the distinction — Skills = single-action AI; Agents = multi-step orchestrated workflows. Use this to plan training, implementation, and adoption strategies. Start with summarization skills for quick wins, then layer in agents as your team builds confidence with AI-assisted decision-making.