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Banking & Financial Services

Agentic Operations for Financial Services Infrastructure

Financial networks span legacy infrastructure, multi-vendor environments, and strict regulatory regimes, all under pressure to support AI initiatives without compromising compliance or uptime. Itential is the agentic operations platform that builds, governs, and executes every change across that complexity, at the speed finance demands.

The Challenge

Legacy Infrastructure Slows Innovation & Blocks AI Readiness

Current Challenges
With Itential
Compliance validated manually, audit prep takes weeks
Every change validated against policy before execution, audit-ready by default
Change requests span multiple teams, tools, & queues
Orchestration ties every tool, team, & domain into a single workflow
AI agents have no safe path to production infrastructure
FlowAgents reason, act, and adapt against live infrastructure state, every action governed, auditable, and reversible
Firewall updates require experts & long change windows
Firewall changes completed in seconds, automated pre/post checks & rollback
Configuration drift creates hidden risk
Golden config enforced across every device, every domain, every time
Current Challenges
With Itential
Compliance validated manually, audit prep takes weeks
Every change validated against policy before execution, audit-ready by default
Change requests span multiple teams, tools, & queues
Orchestration ties every tool, team, & domain into a single workflow
AI agents have no safe path to production infrastructure
FlowAgents reason, act, and adapt against live infrastructure state, every action governed, auditable, and reversible
Firewall updates require experts & long change windows
Firewall changes completed in seconds, automated pre/post checks & rollback
Configuration drift creates hidden risk
Golden config enforced across every device, every domain, every time
Why Itential

Proven Where the Stakes Are Highest

Over 10 billion processes automated. Run in production at the world’s largest banks, payment networks, and trading platforms, where missing a compliance check or a rollback window makes headlines.

Icon - Velocity
Compliance Built In

Every change validated against policy before activation. Pre/post checks and immutable audit logs on every action.

AI That Acts Safely

FlowAgents reason and act through one governed execution model. RBAC, approval gates, and rollback at every step.

Same-Day Service Delivery

IT and app teams request services from a governed catalog. Same-day fulfillment, no specialist bottleneck.

Existing Automation, Extended

Onboard Ansible, Python, and OpenTofu automations as governed services. No rewrites, no starting over.

Itential will make us more money by increasing our velocity to deliver infrastructure. It will save us money, because to deliver more, I won’t need any significant increase in headcount. And it keeps me off the front page by allowing me to ensure infrastructure is consistently secured everywhere.
Michael Wynston
Director of Network Architecture & Automation
25K
Devices Updated Every Weekend
Manual Interventions
Trillions
In Secure & Compliant Transactions
Almost immediately after working with Itential, we started to realize the true value of delivering services the same day without having to go through a reskilling process. We chose Itential because our environment is truly hybrid and their platform works best with both worlds.
Guruprasad Ramamoorthy
VP, Global Head of Network Architecture, Engineering & Operations, S&P Global
1 Day
Service Delivery Time
90%
Reduction in Manual Effort
Secs
Firewall Config Change Time
We had a series of teams that had maybe a person or two that could automate. They write something on their laptop, store it on their laptop, execute it from their laptop. There’s no real enterprise pattern. That’s one of the reasons we’re pushing so hard internally with Itential – it allows us to do automation for our network community on our enterprise pattern.
Senior Manager, Network Automation DevOps
1,500
Hours Saved Per F5 Upgrade
90%
Fewer Manual-Error Incidents
3,000
Hours Saved on OS Upgrades
Itential’s vendor-agnostic integration model means we’re free to use lots of different security vendors without changing our core process. All the options are there and we can choose solutions based on really the technical need, confident that it’ll always work.
Director of Network Architecture
<1 Min
Threat Response Time
2
Networks Unified
Any
SOAR or Security System
We take all our priorities and bucket them into two goals: increased efficiency and reduced risk. Those are my team’s primary goals out of any automation. Itential lets us do both – everything has to be done with an automation mindset moving forward.
Director, Network Engineering
30 Sec
Segmentation Fulfillment
5 Min
Device Onboarding
10-20
Daily Segmentation Requests Automated
Itential is the vendor agnostic abstraction layer. Everything is just an API. Everything looks the same, regardless of what’s underneath – and that’s exactly the foundation you need before AI can act on your infrastructure.
Infrastructure Automation Lead
90%
Time savings on routine network tasks
95%+
Reduction in compliance reporting time
AI-Ready
Governed execution layer for FlowAgents
Itential let us build out workflows that account for all our requirements. Not just the config push, but things like pre-checks, post-checks, systems of record took up a lot of engineers’ time. It lets us decouple our software upgrades from a preset change window so we can ensure everything is always up to date across the network.
Director, Network & Cloud Infrastructure
2,313
Hours Saved on Software Upgrades
1.11
FTE Freed Up
5+
Vendor Domains Unified
Itential will make us more money by increasing our velocity to deliver infrastructure. It will save us money, because to deliver more, I won’t need any significant increase in headcount. And it keeps me off the front page by allowing me to ensure infrastructure is consistently secured everywhere.
Michael Wynston
Director of Network Architecture & Automation
25K
Devices Updated Every Weekend
Manual Interventions
Trillions
In Secure & Compliant Transactions
Almost immediately after working with Itential, we started to realize the true value of delivering services the same day without having to go through a reskilling process. We chose Itential because our environment is truly hybrid and their platform works best with both worlds.
Guruprasad Ramamoorthy
VP, Global Head of Network Architecture, Engineering & Operations, S&P Global
1 Day
Service Delivery Time
90%
Reduction in Manual Effort
Secs
Firewall Config Change Time
We had a series of teams that had maybe a person or two that could automate. They write something on their laptop, store it on their laptop, execute it from their laptop. There’s no real enterprise pattern. That’s one of the reasons we’re pushing so hard internally with Itential – it allows us to do automation for our network community on our enterprise pattern.
Senior Manager, Network Automation DevOps
1,500
Hours Saved Per F5 Upgrade
90%
Fewer Manual-Error Incidents
3,000
Hours Saved on OS Upgrades
Itential’s vendor-agnostic integration model means we’re free to use lots of different security vendors without changing our core process. All the options are there and we can choose solutions based on really the technical need, confident that it’ll always work.
Director of Network Architecture
<1 Min
Threat Response Time
2
Networks Unified
Any
SOAR or Security System
We take all our priorities and bucket them into two goals: increased efficiency and reduced risk. Those are my team’s primary goals out of any automation. Itential lets us do both – everything has to be done with an automation mindset moving forward.
Director, Network Engineering
30 Sec
Segmentation Fulfillment
5 Min
Device Onboarding
10-20
Daily Segmentation Requests Automated
Itential is the vendor agnostic abstraction layer. Everything is just an API. Everything looks the same, regardless of what’s underneath – and that’s exactly the foundation you need before AI can act on your infrastructure.
Infrastructure Automation Lead
90%
Time savings on routine network tasks
95%+
Reduction in compliance reporting time
AI-Ready
Governed execution layer for FlowAgents
Itential let us build out workflows that account for all our requirements. Not just the config push, but things like pre-checks, post-checks, systems of record took up a lot of engineers’ time. It lets us decouple our software upgrades from a preset change window so we can ensure everything is always up to date across the network.
Director, Network & Cloud Infrastructure
2,313
Hours Saved on Software Upgrades
1.11
FTE Freed Up
5+
Vendor Domains Unified
The Itential Platform

The Agentic Operations Platform for Financial Services Infrastructure

Itential is how financial services operate at finance speed without giving up control. Compliance enforced at every change, same-day service delivery, AI operating under financial-grade controls, and security orchestrated across every domain.

Configuration Management

Compliance Built Into Every Change

Itential validates every change against policy before it activates, with pre/post checks, golden config enforcement, and an immutable audit log on every action. Compliance evidence stays current and exportable, not assembled the week before an audit. PCI-DSS. SOX. DORA. Ready by default.

Compliance Built Into Every Change
Deploy AI Safely

Build Agents with Full Guardrails

Deploy FlowAgents that reason through operational context and execute governed workflows, with RBAC, approval gates, rollback, and full observability at every step. Connected LLMs reach infrastructure through Itential MCP, never directly. AI operates at finance speed without bypassing financial controls..

Build Agents with Full Guardrails
Service Delivery

Same-Day Network Service Delivery

Publish network services as self-service catalog items for IT and app teams. Itential orchestrates fulfillment end-to-end, validated, governed, and audit-logged. S&P Global moved from multi-day delivery cycles to same-day, no headcount added, no developer reskilling required.

Same Day Service Delivery
Security Orchestration

Block, Remediate, & Validate at Machine Speed

Orchestrate firewall changes, SOAR remediations, and security workflows across multi-vendor environments through one governed platform. Every change validated pre and post, every action audit-logged, every blocking decision traceable. Security operations move at the speed of the threat.

Explore Network Security
Use Cases

Where Financial Services Operators Put Itential to Work

From regulatory compliance programs to ServiceNow-driven service delivery to multi-vendor SOAR integration, financial services teams use Itential to govern every change at the speed of finance. Real production patterns running today.

PCI-DSS, SOX, & DORA Compliance Programs

Run continuous compliance for the regulations that define financial infrastructure. Every change validated against PCI-DSS, SOX, and DORA policy at the configuration layer. Pre and post checks, immutable audit logs, evidence current and exportable. A multinational bank reclaimed 1,500 engineering hours per upgrade cycle by orchestrating multi-domain changes through a single auditable workflow.

Icon - AI Readiness
Network Service Delivery Through ServiceNow ITSM

Connect ServiceNow ITSM into infrastructure execution. Tickets trigger governed workflows, fulfillment runs end-to-end across multi-vendor environments, status flows back into ServiceNow records. S&P Global moved from multi-day delivery cycles to same-day fulfillment with no headcount added.

Blocking-as-a-Service & Multi-Vendor SOAR Integration

Build vendor-agnostic Blocking-as-a-Service across multi-vendor firewall environments. SOAR platforms trigger remediation workflows automatically, every block traceable, every action audit-logged, every remediation reversible. A multinational bank built BaaS without vendor lock-in or manual coordination across security tools.

AI-Driven Financial Network Operations

Put AI agents to work on production financial infrastructure. FlowAgents reason about live state and execute governed workflows. External LLMs and AI clients reach infrastructure through the Itential MCP Server. Itential reaches outbound to AIOps platforms via FlowMCP Gateway. Every AI action under financial-grade control.

Customer Outcomes

Customer Proof at the Speed of Finance

Financial services teams run on Itential at production scale, orchestrating compliance, network services, and security across the most regulated environments in infrastructure.

Keep Learning

Go Deeper on Itential for Financial Services

Get Started

Build the Agentic Operations Foundation for Financial Infrastructure

See how Itential gives financial services teams the configuration, services, AI execution, and security orchestration to operate at finance speed under financial-grade control.

Request a Demo

Frequently Asked Questions

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Itential enforces golden configurations and validates every change against policy before it activates — pre and post checks at every step. Every workflow produces an immutable audit log with full context: actor, timestamp, device, and outcome. For PCI-DSS, SOX, and DORA, compliance evidence is always current and always exportable — not something teams have to manually assemble before an audit.

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Yes. Every workflow includes automated pre/post validation, approval gates, and rollback built in. Changes that could affect trading platforms, payment processing, or core banking systems go through policy-enforced execution, so changes complete without unplanned downtime or missed rollback windows. S&P Global runs firewall changes in seconds with automated validation on both sides.

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FlowAgents reason about operational goals, query live infrastructure state, and execute governed workflows, with RBAC, approval gates, and rollback at every step. Connected external LLMs and AI clients reach infrastructure through the Itential MCP Server. Either way, every AI action runs through the same governed execution as every human action, logged, traceable, and reversible.

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Yes. Itential integrates bidirectionally with ServiceNow, triggering workflows from tickets and updating records as execution progresses. Existing Ansible playbooks, Python scripts, and OpenTofu plans are published as governed, API-accessible services without rewriting a line. You keep the tools that work. Itential makes them scalable, auditable, and consumable by any authorized team.

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Most teams start with high-impact, lower-risk use cases, firewall changes, configuration audits, network service delivery, and see measurable results within weeks. S&P Global moved to same-day network service delivery and reduced manual effort by 80-90%. A global bank saved 1,500 engineering hours per upgrade cycle from a single use case. Those gains compound as workflows scale across teams and domains.