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OUR APPROACH TO AI 

Empyrean's AI: Built to support your decisions.

Empyrean’s AI will reduce the manual work in your cycle and unlock strategic, margin-driving decisions through automation, AI insights, and agent-managed workflows.

Runs the work 
Setup, configuration, and execution will happen without an analyst driving them. 

Shows the evidence 
Every answer will arrive with the run, report, or account behind it. 

Leaves the call to you 
Decisions stay with the people who have to defend them. 

Built for speed and efficiency, so your team’s time goes to strategy

Pulling the data. Setting the assumptions. Running the process. Chasing the variance. Formatting the reports. All of it has to happen before anyone can look at the results, and it eats the days you’d rather spend on the strategic analysis required to make confident decisions.

That’s the work we pointed Operate AI at first. 

Fewer manual steps

Data preparation, configuration, and process execution will run on their own instead of consuming an analyst’s week.

From results to decisions faster

You will be able to understand what changed and why, assemble the committee story, and make better recommendations.

Variance you don’t have to hunt for

Period-over-period movement will be surfaced and validated quickly, with the underlying data included.

Lower cost to operate

Fewer hours per cycle, without adding specialists you’d otherwise need to hire.

Four commitments that don’t change as the technology does

Data, models, and interfaces will keep evolving. Here’s what stays constant for you.

Evidence, not assertion

Every result traced to its source: the run, the report, or the account it came from.

A human always decides

Empyrean's AI identifies. People approve. Decisions stay with the people who have to defend them.

Proven & valuable features

We ship what works and progress at a measured pace. You get proven capability, not an unfulfilled promise of everything at once.

Auditable, end to end

If your risk or compliance team needs to reconstruct how an answer was produced, you have the trail to show them.

Empyrean's AI is built on a data foundation you already trust

Most AI in this market is a layer bolted onto whatever was already there. When the data underneath is stitched together from six systems carrying six definitions of the same balance, the AI inherits every one of those inconsistencies and states them with total confidence.

Empyrean is one platform. ALM, Liquidity, CECL, Profitability, and Budgeting & Planning are solutions linked to a single data foundation, with a common set of definitions across all of them. A balance means the same thing in your ALCO analysis as it does in your budget. That consistency took years of foundation work, and it’s the precondition for AI you can defend in a committee meeting. 

When you evaluate anyone else’s AI, ask what it’s reading.
One governed data foundation, or exports from six systems?

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THE AI FLOW

Your calculation engine stays the authority. Empyrean's AI validates what it found.

Empyrean's AI will never runs in place of your validated models. It sits alongside them, reads their output, and helps your team understand and act on it faster.

Your team gets a full log of every step in this flow, so you, an auditor, or an examiner can reconstruct the path from question to answer later. 

1. Deterministic Engine

ALM, CECL, Liquidity, or Planning runs the official calculation, same as always.

2. Evidence

The result, and the data behind it, is captured as the source of truth.

3. Understand & Validate

Empyrean's AI will validate the results, interpret what has changed, and provide insights and attribution traced to the accounts and assumptions driving them.

4. Explore & Act

Analyze results, assess what-ifs, and support decision making and narrative creation for your committee.

5. Your Sign-Off

A person reviews and approves before anything material happens.

Market speed

Want the detail behind the principles?

Get a walkthrough of the governance model and the audit trail behind every answer.
Talk to our team
FAQ

The questions your risk committee is going to ask

These come up in nearly every evaluation. Short answers here; your Empyrean team will go as deep as you need.

  • Operate AI sits alongside your validated calculation engines: it automates application workflows, flags what needs attention, and proposes next steps, always citing the evidence behind them. It is not used to produce the official numbers – ALM, CECL, Liquidity, and Planning results still come from your deterministic engine, and a person signs off before anything material happens. 

  • No. Every official number comes from your validated deterministic engine — ALM, CECL, Liquidity, or Planning — exactly as it always has. Empyrean’s AI reads that output afterward to validate and flag it; it doesn’t calculate or override the result.  

  • Yes. Every step is logged — the calculation run, the evidence behind it, what Empyrean’s AI flagged or proposed, and your team’s sign-off — so you, your auditors, or an examiner can reconstruct the full path from question to answer.  

  • That the calculation engine they’ve already reviewed hasn’t changed: Empyrean’s AI sits alongside it, never in place of it, and every material action still requires a person’s sign-off. You can walk them through a complete log of any answer — the calculation, the evidence, what Empyrean’s AI flagged, and who approved it.  

  • Yes. Empyrean’s AI is an optional add-on — your deterministic engine keeps running the official calculation on its own, with or without it.