Agentic AI  
for Financial Services

Artian helps enterprise teams turn complex workflows into autonomous operations, with humans fully in control. Work that once took weeks of coordination can now be completed in minutes, with expert oversight and escalations built in.

Built by veterans of the world’s leading AI and financial institutions.


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Enterprise-grade Solutions

  • Batch Operations

    Intercept Level 1 and Level 2 operations incidents and let Artian’s planner autonomously learn from process context – including runbooks, SOPs and BPM graphs – and generate hundreds of reliable inter-connected agents that automatically resolve frequent incidents.

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    Break Remediation

    Enhance robustness of trading and financial risk management pipelines and associated rules-based automations with autonomous agents that replace ad-hoc analyses and scripting. Resolve inconsistencies with trading contracts, remediate data drifts, and more.

  • Payment Integrity

    Deploy agents to ensure that service provider contracts are current and complete. Adjudicate historical claims with AI-driven insights to extract recoupment opportunities at scale, and accelerate response times for processing incoming claims from weeks to minutes.

  • MNPI Control Room

    Manage confidential information like axe lists, IOIs, or any MNPI that an asset manager, bank or trading entity could receive. Decide whether your are ready-to-accept, and if accepting the information, enforce various restrictions in your internal trading systems.

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    Employee Trading

    Streamline inter-departmental workflows where autonomous agents interact seamlessly to request and provide compliance guidance and sign-off, with highly context-sensitive risk evaluations, multi-role human accountability, and regulatory separation of duties.

  • Client Operations

    Generate bespoke context-sensitive recommendations for clients throughout their prospecting, onboarding and servicing lifecycle. Agents of varying degrees of autonomy, triggered by internal and external events, coordinate with each other to boost client outcomes.

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Designed for institutions
where change is hard

Artian is built for banks, insurers, and other regulated enterprises where strict guardrails, legacy systems, and governance requirements can slow modernization.

Rather than forcing teams to replace what already works, Artian integrates into existing platforms, workflows, and controls so organizations can move faster without disrupting the systems their people rely on. 

Reliability

Design and launch AI workflows that run consistently in production, reducing manual effort while improving speed, precision and operational confidence.

Governance

Data lineage, model risk management, and circuit breakers are built into the core, helping teams meet the demands of high-stakes, regulated verticals.

Scalability

Extend workflow automation across functions and systems, with AI agents handling routine operations and escalating exceptions with full context.

How Artian works

  • Start with pre-built agentic solutions or configure new workflows around your rules, approvals, and operating requirements. Views are tailored towards both developers and business users.

  • Artian coordinates specialized agents, tools, and people across the workflows, keeping execution visible, explainable, and easy to oversee.

  • The result is an AI-native operations layer where work moves faster, judgment is escalated appropriately, and control matches the stakes of complex financial services environments.

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Built by veterans of the world’s leading AI and financial institutions

Trusted by leaders building the future
of enterprise operations

It couldn’t be much cooler. The enterprise pedigree
of the team shines through in the offerings.”

— Business AI Lead, Global Top 10 Bank

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What we did with Artian in just a few weeks would have taken many months, or a year, on our own.”

— AI Innovation Lead, US Top 10 Bank

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Explore where Artian can create value.

If you’re evaluating where multi-agent AI systems can drive the most impact, we’d be happy to help identify the right starting point for your workflows, teams, and operating environment.