ASK OE

Your data has answers.

Ask OE is a natural language interface that gives finance teams direct access to their structured, verified data, all in one place, in any major business language.

Available now for OpenEnvoy customers.

Where finance professionals' judgment and context meet verified data.

Finance professionals know when something is off. They know which vendors have historically had rate discrepancies. They know what a processed document should say before it's opened. What finance teams have lacked is data that's verified to support it.

Ask OE changes that.

Three agents, one foundation

Ask OE: One agent suite.

One purpose-built financial AI infrastructure.

Ask OE is a suite of agentic capabilities developed through OE Labs, OpenEnvoy's AI development program. Each agent works across finance operations on the same verified foundation.

Matching Agent

Ask OE's Matching Agent gives AP managers the verified context to act on their instincts.

When an exception occurs, the agent explains exactly what triggered it and surfaces a clear path to resolution, in plain language, inside the job.

Document Agent

Ask OE's Document Agent gives finance teams a direct way to apply what they know.

When extracted data needs correction, they describe the change in plain language and it applies in real time, with no form navigation or manual editing required.

Analytics Agent

Ask OE's Analytics Agent gives finance leaders direct access to their verified data.

They ask any question of their AR or Cash App data and build the exact report they need, formatted the way they want to see it. No analyst hours, no dashboard tickets, no waiting on a custom export. Coming soon: AP.

Built differently. By design.

Purpose-built AI for finance operations,

not a chatbot.

Answers grounded in your verified data, and yours to act on.

Verified data. 

Every Ask OE response is grounded in data already verified against your contracts, tolerances, and history.

Ask OE responds using your preferred business language.

Works within the job. 

Coming soon: Resolves complex exceptions inside the workflow, grounded in your financial data and rules engine.

Audit by default. 

Ask OE interactions are logged, attributed, and reversible.

Transparent pricing. 

Ask OE interactions are metered by usage and visible in real time.

FAQ

The questions we hear most.

Is Ask OE a chatbot?

The chat is the interface. The work happens underneath, in OpenEnvoy's financial data model and rules engine. You ask in conversation, and the platform answers.

Where do foundation models run, and where do they not?

Foundation models are scoped to the conversational interface only, and configured to prevent data leakage. Document extraction, matching, and rules execution run on OpenEnvoy's custom financial AI infrastructure.

How does the pricing work?

Pricing is token-based. Each Ask OE interaction draws from a customer balance, metered by usage and visible in real time.

Does Ask OE work in languages other than English?

Yes. Ask OE works in the major languages finance teams use to do business worldwide.

What changes for existing OpenEnvoy customers?

Ask OE is available now for OpenEnvoy customers. No new implementation lift. Talk to your account team for activation details.

Your data has answers. Ask OE.

OpenEnvoy's purpose-built financial AI infrastructure, available now for OpenEnvoy customers.