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.
See it work in your environment.
Enterprise-ready Solutions
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Payment Integrity
Autonomy Level 4
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. -
Break Remediation
Autonomy Level 4
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. -
Batch Operations
Autonomy Level 4
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. -
MNPI Control Room
Autonomy Level 3
Managing confidential information — Axe Lists, IOIs, or any MNPI — that an asset manager, bank or any trading entity could receive. Decide whether you are ready-to-accept, and if accepting the information, enforce various restrictions in the internal trading systems. -
Employee Trading
Autonomy Level 3
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 Engagement
Autonomy Level 3
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.
Built for institutions where change is hard
Artian is designed 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
Model governance, data lineage, and explainable controls 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 It Works
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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.
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Artian coordinates specialized agents, tools, and people across the workflows, keeping execution visible, explainable, and easy to oversee.
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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.
Trusted by leaders building the future of enterprise operations.
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
It couldn’t be much cooler. The enterprise pedigree of the team shines through in the offerings.
— Business AI Lead, Global Top 10 Bank
Explore where Artian creates 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.