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Abrigovs Callvu

Abrigo is risk management, financial crime and lending software for banks and credit unions: loan origination, CECL and allowance, AML compliance and fraud detection, now with AI agents for lending. Callvu is the Completion and Compliance Layer: it runs regulated member and customer processes end to end, from the first request through the back office to the core, deterministically, with compliance enforced at every step. They cover different ground and fit together.

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At a glance

Runtime compliance enforcement

AbrigoPartial.

CallvuYes.

Front-to-back-office handoff

AbrigoLending workflows from application through servicing and portfolio administration.

CallvuYes, end to end: prefill from the core, classify the work, chase and verify documents, route decisions to the Decision Desk and write back to the system of record.

The fair version

What Abrigo is built for.Sourced from their own pages.

Abrigo describes itself as risk management, financial crime prevention and lending software for banks and credit unions ^[2], with a dedicated credit union offering ^[7], and is backed by funds managed by Accel-KKR and Carlyle ^[1]. Its lending platform originates commercial, consumer, construction, agricultural and small business loans with spreading, cash flow analysis and automated document gathering ^[3], and its consumer lending auto-decisions loans against the institution's loan policy, tracks policy exceptions and automates approval workflows ^[5]. Abrigo Allowance automates CECL calculations and reporting ^[6]; its financial crime products cover AML/CFT compliance, fraud detection and sanctions screening ^[10]. On AI, AskAbrigo is a banking agent for staff ^[11], and APX, announced in July 2026 with general availability for lending expected in the third quarter of 2026, uses agents that collect and validate documents, review data, handle exceptions and follow up within institution-specific guardrails and human oversight, across origination, underwriting, closing, servicing and portfolio administration ^[4]^[9]. Abrigo joined Jack Henry's Vendor Integration Program in 2024 ^[8].

When to choose which

Two different jobs.Pick the one you need.

When to choose Abrigo

Choose Abrigo when the need is credit risk and compliance software: loan origination with spreading and cash flow analysis ^[3], CECL and allowance ^[6], AML compliance, fraud detection or sanctions screening ^[10]. It fits community banks and credit unions that want lending and risk tools from one vendor ^[2]^[7].

When to choose Callvu

Choose Callvu when you want the regulated process itself run end to end, from the member's or customer's first request through the back office to the core. Abrigo's policy checks and approvals cover its lending workflows ^[5]; deposit and member servicing processes are not described on its lending pages ^[3]. Callvu orchestrates the work, routes it by work type, skill and due date, applies rules and policies and manages every decision, and it runs the handoff in the same process with five moves: it prefills from what the core already knows, classifies each request the moment it lands, chases and verifies documents from members and outside parties on a clock, routes decisions to the Decision Desk, and writes the result back by API.

Guardrails are not runtime enforcement. Abrigo's APX agents collect documents, handle exceptions and follow up within institution-specific guardrails ^[4]^[9]. Guardrails limit and record what an AI does while it does the work. Even with guardrails, an AI that runs a step can write wrong data to the system of record, take a path that is not in the workflow, or act compliantly most of the time rather than every time. Callvu does not let AI run the process. A deterministic orchestrator executes every step of a defined workflow and enforces every control before the step runs; AI, yours or Callvu's, only starts a process or evaluates it. Every run is recorded in a Decision Trace and an Audit Trace.

Side by side

The verifiable facts.Nothing else.

Every cell about Abrigo is sourced from its own public pages. Runtime enforcement and the handoff lead the table because they are where the two differ most.

Capability		Abrigo
Primary role	Completion and Compliance Layer between every front door and the system of record	Risk management, financial crime prevention and lending software ^[2]
Runtime compliance enforcement	Yes. A deterministic orchestrator runs every step; AI never runs the process. Every regulation and company policy is enforced on every step while the work runs, whether a person or an AI started it; a step that fails a control does not run. A Decision Trace and an Audit Trace for every run	Partial. Lending auto-decisions loans against the institution's loan policy, tracks policy exceptions and runs approval workflows; APX agents compare information against institution-specific policies within institution-specific guardrails and human oversight. Not documented: a policy layer that enforces every regulation and company policy on every step of processes outside lending, such as deposit and member servicing, and stops a step that fails a control ^[5]
Front-to-back-office handoff	Yes, end to end: prefill from the core, classify the work, chase and verify documents, route decisions to the Decision Desk and write back to the system of record. Back-office planning starts the moment the front end starts	Lending workflows from application through servicing and portfolio administration; deposit and member service processes are not described ^[3]
AI guardrails vs deterministic execution	Deterministic execution, not guardrails: AI never runs the process. A deterministic orchestrator executes every step and enforces every control before it runs, so nothing unchecked reaches the system of record and no step outside the workflow can happen	APX agents collect and validate documents, review data, handle exceptions and follow up, within institution-specific guardrails and human oversight; general availability for lending expected in the third quarter of 2026 ^[9]
Lending	Not a loan origination system; runs intake, conditions, servicing requests and handoffs around the loan system, connected through APIs and webhooks	Commercial, consumer, small business, construction and agricultural origination with spreading and cash flow analysis ^[3]
Risk and financial crime	Not an AML system; enforces the institution's own policies, such as KYC and OFAC steps, inside each process and records them in the Audit Trace	AML/CFT compliance, fraud detection and sanctions, watchlist and PEP screening ^[10]
Core integrations	Fiserv, FIS, Jack Henry, CSI, Corelation (KeyStone), Finastra and lending systems such as nCino and MeridianLink; more added per customer	Jack Henry Vendor Integration Program member (fraud detection) ^[8]

Using both together

Keep what works.Add the layer that finishes it.

Abrigo can stay the lending, CECL and AML system. Callvu runs member and customer processes and the handoff around it: intake prefilled from the core, documents chased and checked, decisions made in the Decision Desk, and the result written back to the core by API. Callvu connects to existing systems through APIs and webhooks and runs on top of them without replacing them. Where a process is outside Abrigo's scope, Callvu runs it on its own.

Proof

Live in production.At regulated enterprises.

Community Bank of Mississippi

Live; back-office processes across loan ops, credit admin, deposit ops, treasury, IT, information security and HR
~58 processes projected in the bank-wide program

Cache Valley Bank

Runs its Fedwire wire transfers on Callvu, live

Bank Leumi

Leumi Paperless Branch, personal and business loans

Loan decisions 1 week+ faster (manual approval steps automated in Callvu workflows)
77% reduction in data errors
94% average successful customer completion rate
All loan application and servicing workflows digitized within six months
$3M+ savings on transcription and paper storage
91% reduction in digital experience development timelines

Banca Transilvania

73% of inbound call traffic migrated to digital self-service
3M+ support calls moved to digital self-service
100+ workflows automated
Loan decisions 4 days faster

Callvu helped us migrate 73% of our inbound call traffic to digital self-service. They transformed our customer experience in ways we didn't think were possible. That's no easy task when you're dealing with everything that arises in consumer banking.Anca Radu, Digital Project Manager, Banca Transilvania

FAQ

The questions buyers ask.Answered plainly.

Does Abrigo enforce compliance at runtime?

Partly, inside lending. Abrigo's lending software auto-decisions loans against the institution's loan policy, tracks policy exceptions and runs approval workflows, and its APX agents compare information against institution-specific policies within guardrails and human oversight. It does not document a policy layer that enforces every regulation and company policy on every step of processes outside lending, such as deposit and member servicing. Callvu does, and AI never runs the process: a deterministic orchestrator does. APX's guardrails are not the same as runtime enforcement: they limit and record what an AI does while it runs a step.

What are alternatives to Abrigo for credit union back-office automation?

Abrigo is strong in lending, CECL and AML. For member-facing processes that cross into the back office, such as servicing requests, account changes, wires and disputes, Callvu runs the process end to end from the first request to the write back to the core, with compliance enforced at every step.

Abrigo APX vs Callvu: is agentic lending safe for compliance?

APX uses AI agents to collect and validate documents, review data, handle exceptions and follow up within institution-specific guardrails, with human oversight. Even with guardrails, an AI that performs a step can write wrong data to the system of record or take a path outside the workflow. Callvu keeps AI out of execution: a deterministic orchestrator runs every step and enforces every control before anything is written.

Can a bank use Abrigo and Callvu together?

Yes. Abrigo can stay the lending, CECL and AML system. Callvu runs member and customer processes and the handoff to the core, with every step enforced and recorded. Callvu connects to existing systems through APIs and webhooks and runs on top of them without replacing them.

How fast can Callvu go live?

Callvu builds the process for you and launches in a few weeks. A proof of value runs on one of your own processes first.

Sources

Every claim,sourced.

Last verified: 2026-11-05. Facts about other vendors come from their public pages, filings and press, as of that date. Vendor names are trademarks of their owners. To report an error, contact Callvu.

See it on your process.

Bring one regulated process. We will show you the handoff and runtime enforcement on it.

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