Does CovenantFlow replace nCino?

No. nCino remains the system of record for the loan: the borrower, the facility, the pipeline, and the origination workflow all stay there. CovenantFlow is a specialized covenant intelligence and workflow layer that reads the loan documents, produces structured covenant data, tests it, and writes the results back into nCino as native covenant records. Banks run both.

How does CovenantFlow integrate with nCino?

Through five flows. Loan and account identity mirrors into CovenantFlow via nCino Platform Events, keyed on nCino's Account ID and Loan ID. Documents uploaded to nCino trigger extraction. Confirmed covenants write back to nCino covenant records with an idempotency key. Current values update on those records as borrower data arrives. Breach alerts create Salesforce Tasks assigned to the loan's relationship manager, and completing the task round-trips back to acknowledge the alert.

Do bankers have to leave nCino to use CovenantFlow?

No. A Lightning Web Component on the nCino Loan record surfaces the covenant table directly inside nCino, so a relationship manager working a loan sees covenant status without switching applications. The credit team's portfolio-level views, exception queues, and document workflow live in CovenantFlow.

Where do covenant records live after extraction?

In both places, deliberately. CovenantFlow holds the full covenant record including the defined terms, testing period, cure rights, calculation history, and link to the source clause. nCino receives the covenant as a native record so the loan file in the system of record is complete. The write-back carries an idempotency key so repeated syncs do not create duplicates.

What happens when a loan is amended?

When an executed amendment is captured, through the e-signature workflow or the nCino document repository, CovenantFlow re-runs extraction and surfaces what changed for the credit team's review. Once confirmed, the updated covenant terms take effect for subsequent testing and sync back to nCino. This closes the gap where an amendment sits in a document repository while the tracking system continues testing superseded terms.

Integrations

AI-powered covenant monitoring for nCino.

nCino owns the loan. CovenantFlow reads the documents behind it, turns covenants into structured data, tests them, and writes the results back. A specialized layer alongside the system of record, not a replacement for it.

Where CovenantFlow sits

The architecture in one sentence

nCino is the system of record for the loan; CovenantFlow is the system of engagement for the covenant, reading the underlying documents and borrower financials and keeping both surfaces in agreement.

nCino

Loan origination and system of record. Account, Loan, and Covenant objects, pipeline, credit workflow, and the banker's daily surface.

CovenantFlow

Covenant extraction, structured covenant definitions, testing, exception workflow, borrower portal, and portfolio intelligence.

Loan documents · borrower financials · covenant data

Credit agreements, amendments, compliance certificates, financial statements, and connected borrower accounting systems.

Data moves in both directions at each boundary. Neither layer duplicates the other's logic.

This is worth stating clearly because the framing usually offered in this category is a replacement argument, and that argument does not reflect how banks actually operate. A bank that has implemented nCino has invested substantially in it, has trained its lenders on it, and has good reasons to keep it as the authoritative record of the loan. The gap that sends those banks looking is narrower and more specific: the covenant terms still have to get out of the credit agreement and into the system, accurately, and stay accurate through amendments.

The integration

Five flows between the two systems

1
Identity
When a loan is booked in nCino, a Platform Event fires and a mirror record appears in CovenantFlow, keyed on nCino's Account ID and Loan ID. Those remain canonical, CovenantFlow does not mint its own loan identity.
2
Documents
A loan agreement uploaded to nCino's document repository fires the same event. The PDF streams through the extraction pipeline once: text out, covenants out, document closed.
3
Write-back
Confirmed covenants are written into nCino as native covenant records with the standard fields, plus an idempotency key so repeated syncs cannot create duplicates.
4
Monitoring
As borrowers submit financials or connected accounting data updates, current values refresh on the covenant records in both CovenantFlow and nCino.
5
Workflow
A breach alert in CovenantFlow creates a Salesforce Task assigned to the loan's relationship manager. Completing that task in nCino round-trips back to acknowledge the alert.

The integration surface between nCino and CovenantFlow.

The banker-facing consequence is that nobody has to adopt a second application to get the benefit. A Lightning Web Component on the nCino Loan record surfaces the covenant table in place, so a relationship manager sees covenant status without leaving the loan they were already looking at. Portfolio views, exception queues, and the borrower document workflow live in CovenantFlow, where the credit team works.

What the covenant layer adds

Six capabilities, each of which exists because the covenant lives in a document before it lives in a database.

Covenant extraction

Credit agreements and amendments are read directly, producing covenant records with thresholds, defined terms, testing periods, step-downs, and cure rights, each linked to its source clause and confidence-scored for review.

Covenant monitoring

Testing runs on the schedule the agreement specifies, with deterministic calculations and every input preserved so a result can be reproduced later.

Borrower reporting

The reporting covenants generate a dated deliverable calendar per borrower, with requests, reminders, and a portal where borrowers can connect their accounting system instead of emailing PDFs.

Exception identification

Failed tests, late deliverables, covenants trending toward a threshold, and untestable periods are separated rather than collapsed into one flag, then routed with full calculation context.

Portfolio intelligence

Roll-ups by relationship manager, region, industry, and loan type, with trend across periods rather than only current status.

Workflow automation

Alerts become assigned work in Salesforce, and re-extraction on executed amendments closes the gap between the document repository and the covenant terms being tested.

Why a separate layer at all

A reasonable question, and worth answering directly rather than with positioning language.

Covenant data has to come from somewhere

Any system holding covenant records has to be populated. If that happens by manual entry, the quality of every downstream test is capped by the quality of one analyst's reading of the agreement at closing, and the defined terms, step-downs, and cure rights are usually the first casualties. Reading the document directly changes the input, not just the interface.

Amendments are the recurring failure

An executed amendment that never reaches the covenant terms is, across the institutions we talk to, the single most common cause of wrong covenant data. Triggering re-extraction from the executed document, and surfacing the diff for review, is a document-workflow problem more than a lending-platform problem.

Borrower-side data is a separate integration surface

Covenant testing needs borrower financials. Getting them from the borrower's accounting system rather than from an emailed PDF requires connections into QuickBooks, Xero, NetSuite, Sage, and similar, plus a borrower-facing surface to authorize them. That is a different engineering problem from loan origination. See borrower reporting automation.

Specialization compounds

A platform spanning onboarding, deposit account opening, origination, underwriting, and portfolio management has to allocate its roadmap across all of them. A product that only does covenants can afford to care about equity cure caps, EBITDA add-back ceilings, covenant holidays, and 52/53-week fiscal calendars. Neither position is wrong; they are different products.

Implementation considerations

Decide the back file scope early. New originations flow through the integration naturally. Existing loans need a decision: extract everything, extract a defined segment, or extract on next amendment. This drives the timeline more than anything technical.
Confirm which nCino covenant fields are in use. Institutions configure the covenant object differently, and some have custom objects on the Loan instead. The write-back mapping should be agreed before implementation rather than discovered during it.
Access control should mirror nCino. A relationship manager who can see a loan in nCino should see its covenants, and one who cannot, should not. Mirroring the existing model avoids building a second permissions regime.
Agree who owns the confirmation step. Extracted covenants require human review. Whether that sits with credit administration, the credit analyst, or the portfolio manager is an operating-model decision worth making deliberately.

For an evaluation-oriented view of the two products side by side, see CovenantFlow vs. nCino. If you are specifically weighing options to supplement nCino's covenant capability, see alternatives for nCino covenant monitoring.

FAQ

Frequently asked questions

Does CovenantFlow replace nCino?: No. nCino remains the system of record for the loan: the borrower, the facility, the pipeline, and the origination workflow all stay there. CovenantFlow is a specialized covenant intelligence and workflow layer that reads the loan documents, produces structured covenant data, tests it, and writes the results back into nCino as native covenant records. Banks run both.
How does CovenantFlow integrate with nCino?: Through five flows. Loan and account identity mirrors into CovenantFlow via nCino Platform Events, keyed on nCino's Account ID and Loan ID. Documents uploaded to nCino trigger extraction. Confirmed covenants write back to nCino covenant records with an idempotency key. Current values update on those records as borrower data arrives. Breach alerts create Salesforce Tasks assigned to the loan's relationship manager, and completing the task round-trips back to acknowledge the alert.
Do bankers have to leave nCino to use CovenantFlow?: No. A Lightning Web Component on the nCino Loan record surfaces the covenant table directly inside nCino, so a relationship manager working a loan sees covenant status without switching applications. The credit team's portfolio-level views, exception queues, and document workflow live in CovenantFlow.
Where do covenant records live after extraction?: In both places, deliberately. CovenantFlow holds the full covenant record including the defined terms, testing period, cure rights, calculation history, and link to the source clause. nCino receives the covenant as a native record so the loan file in the system of record is complete. The write-back carries an idempotency key so repeated syncs do not create duplicates.
What happens when a loan is amended?: When an executed amendment is captured, through the e-signature workflow or the nCino document repository, CovenantFlow re-runs extraction and surfaces what changed for the credit team's review. Once confirmed, the updated covenant terms take effect for subsequent testing and sync back to nCino. This closes the gap where an amendment sits in a document repository while the tracking system continues testing superseded terms.

Keep going

See the nCino integration running

Extraction from a loan agreement, confirmation, write-back to a sandbox nCino instance, and live covenant testing, end to end on one call.