Automation stops at exceptions.
Artian doesn't.
Reduce manual effort and risk, improve unit economics, and scale complex operational work without scaling headcount. And without compromising controls and governance.
Built by veterans of the largest financial and AI institutions:
The happy path is automated. Exceptions still fall to people.
Breaks and exceptions still require people to gather context, coordinate across systems, and take action. Creating cost, risk, and limits on scale.
Reduce manual work and risk with pre-built solutions for investigating and remediating exceptions.
Talk to our teamGovernance built in
Lineage, model risk, access control, and separation of duties are at the core. No need to rebuild for every use case.
Works across your systems
Coordinate across tools, people, and your existing AI infrastructure without changing core systems.
Solution-led, platform underneath
Accelerate ROI with prebuilt solutions, leverage multi-agent orchestration, and expand with cloud- and model-agnostic platform components.
Built for business and tech teams
Technology teams curate the environment while business teams develop and manage solutions.
Not a chatbot, a search box, or a workflow builder.
Artian works the exception cases the way your best analyst would, only faster and at scale. With the controls your institution requires.
Detect the break or exception, gather context across systems, investigate the cause, decide how to proceed, route for approval, execute the fix, and record the audit trail — the full loop, governed end to end.
One pattern. Wherever your operations break.
Option contract exceptions that once waited on a desk are now orchestrated across 20+ systems, with every change classified, validated, approved, and audited before it touches the golden source.
Option contract exceptions that once waited on a desk are now orchestrated across 20+ systems, with every change classified, validated, approved, and audited before it touches the golden source.
Start with one workflow, reach production fast, then reuse the same governed foundation for the next use case. No new platform, no new review each time.
Talk to our teamGovernance isn't a feature we added. It's the foundation.
Your team sets the policies. Artian enforces them at every step and logs every action. Inspect, override, or pause anytime.
Model Risk
How institutions are putting Artian to work:
Runbook-driven exception remediation
A tier-1 U.S. bank.
Risk-data break analysis and solution
A global investment bank.
Claims re-adjudication on production data
A technology-forward health insurer.
We keep our clients' names off our site. The same discretion we'll extend to you.
Blog
The Swan Effect: What Banks Really Look Like Beneath the Surface
Like a swan gliding across a lake, banks often appear calm and effortless from the outside. But beneath the surface lies the real work—and the real opportunity for AI. The institutions that win in the next decade will be the ones that transform the hidden layer powering their operations.
From Breaks to Breakthroughs: How Artian Automates Trade Break Remediation for the Financial Services Industry
Operational "breaks"—data divergences between systems of record—cost financial institutions billions in compliance fines and hundreds of thousands of dollars per hour in downtime. While traditional RPA and raw LLMs fail to address these complex, judgment-heavy workflows, Artian provides a solution w
From Vibe Coding to Cognitive Burden: Addressing “The AI Big Bang”
AI‑generated “vibe coded” software is overloading enterprises with fragile, opaque code—especially in regulated financial systems. This article examines how to turn the chaos of vibe coding into a structured, high-performance future.
FAQs
What is exception remediation in banking operations?
Exception remediation is the work that starts when an automated process stops: a trade that will not settle, a payment that will not post, a record that will not match. Someone has to gather context across systems, decide what happened and put it right. That investigate-decide-act loop is what Artian automates.
How is Artian different from RPA or workflow automation tools?
RPA replays a fixed sequence of steps and a workflow builder routes a case to the next person. Neither one investigates. Artian's agents assemble the surrounding context, follow your runbook and take the action — under the same lineage, approvals and audit trail a person would be held to.
Is agentic AI safe for regulated financial institutions?
It is when the controls come first. Lineage, model risk, access control and separation of duties are at the core of the platform rather than rebuilt per use case. Your team sets the policies, Artian enforces them at every step and logs every action, and you can inspect, override or pause at any time.
Does Artian require replacing our existing banking systems?
No. Artian coordinates across the tools, people and AI infrastructure you already run, without changing core systems. It works through the interfaces those systems already expose, so there is no migration to finish before the first workflow goes live.
Will AI automation eliminate operations jobs?
It moves the work. The repetitive gather-and-reconcile effort shifts to agents; people keep the judgement calls, the escalations and the oversight. Teams absorb more volume and more complex work without scaling headcount.
What types of exceptions can Artian's platform remediate?
Breaks, mismatches and failures that sit just past an automated happy path — reconciliation breaks, settlement and payment exceptions, risk-data quality issues, claims re-adjudication and runbook-driven remediation. Start with one workflow, reach production fast, then reuse the same governed foundation for the next exception.
Where does your automation break?
Show us the exceptions eating your time. We'll show you how Artian resolves them.