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Camundavs Callvu

Camunda is a process orchestration engine on BPMN and DMN that engineering teams use to build and run long-running processes, now with AI agents inside them. Callvu is the Completion and Compliance Layer: it also orchestrates, routes and decides, but it runs the whole regulated process for you, from intake on every channel through documents, decisions and write-back to the core, with every regulation and company policy enforced on every step by a deterministic orchestrator. Camunda is a platform your team builds on; Callvu is built for you and live in a few weeks.

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At a glance

Runtime compliance enforcement

CamundaPartial.

CallvuYes.

Front-to-back-office handoff

CamundaNot a platform capability.

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

The fair version

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

Camunda describes itself as an enterprise platform for agentic orchestration, reported nearing 200 million dollars in annual recurring revenue in August 2026, and says 9 of the top 10 US banks use it ^[1]. Its platform includes the Zeebe engine for high-volume, long-running processes, a shared BPMN Modeler, Operate for monitoring and an audit trail, and connectors over APIs and MCP ^[2], with DMN decision tables for policy ^[4]. Tasklist gives internal users forms, assignment and escalation ^[7]; public start-form links for external users were removed in Camunda 8.10 ^[11], and its building blocks include document reading with human review when confidence is low ^[5]. AI agents run inside BPMN processes and choose tools from a bounded set ^[6], and Camunda says policy checks and approvals modeled in the process fire before an agent's action executes ^[3]^[4]. It runs as SaaS or self-managed ^[8], with alliance partners such as Capgemini, Cognizant, EY and Infosys ^[9], and names banks such as NatWest, ING and Santander among its customers ^[10]. In May 2026 it announced ProcessOS in closed beta, to discover and re-engineer processes, with every change approved by people before it reaches production ^[12].

When to choose which

Two different jobs.Pick the one you need.

When to choose Camunda

Choose Camunda when your engineering team wants to model, build and run high-volume, long-running processes on an open standard ^[2], with AI agents inside the process ^[6] and full control of the engine, as SaaS or self-managed ^[8].

When to choose Callvu

Choose Callvu when you want the whole regulated process run and built for you. Callvu orchestrates the work, routes it by work type, skill and due date, applies rules and policies and manages every decision, and it also runs the handoff with five moves: it prefills from the core, classifies each request the moment it lands, chases and verifies documents from customers and third parties on a clock, routes decisions to the Decision Desk, and writes the result back by API.

Guardrails are not runtime enforcement. Camunda places checks between an AI agent's reasoning and its actions, and the process enforces the controls your team has modeled before an action executes ^[3]^[4]. Inside an agent's task, though, the AI chooses which tool to call, in what order, or whether to skip one ^[6], and only the controls your team modeled apply. 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 regulation and company policy before the step runs; AI only starts a process or evaluates it. Every run is recorded in a Decision Trace and an Audit Trace.

Choose Callvu, too, when time and services cost matter. Camunda is a platform your engineering team and partners build on ^[9]. Callvu's license includes white-glove design, implementation, maintenance and optimization for as long as it runs, with no separate services project, and Callvu goes live in a few weeks: Phoenix Insurance integrated all core systems in 4 weeks.

Side by side

The verifiable facts.Nothing else.

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

Capability		Camunda
Primary role	Completion and Compliance Layer between every front door and the system of record	Process orchestration platform on BPMN and DMN, with AI agents inside processes ^[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. Policy checks and approvals run before an action executes where your team models them into each BPMN process, including between an AI agent's reasoning and its actions. Where an AI agent acts, the AI chooses which tool to call. No regulations come preloaded as policies ^[4]
Front-to-back-office handoff	Yes, end to end: prefill from the core, classify the work, chase and verify documents from customers and third parties on a clock, route decisions to the Decision Desk and write back to the system of record	Not a platform capability. Tasklist serves internal users; public start-form links were removed in Camunda 8.10, and Camunda points to authenticated Tasklist starts or a custom app on its REST API. Customer intake and requesting documents from outside parties are built by your team ^[11]
Orchestration, routing, rules and decisioning	Yes: workflow orchestration, routing by work type, skill and due date, rules and policies, and human decisions in the Decision Desk	Yes: BPMN process orchestration, DMN decision tables, policy checks and human approvals ^[4]
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	AI agents choose which tools to call from a bounded set inside the process; each tool call runs as a governed BPMN activity that emits lifecycle events ^[6]
Documents	Requests each missing item from the right party on a clock, reads it on arrival and checks it against what the case needs	Document reading (IDP) with human review when confidence is low ^[5]
Deployment and professional services	White-glove design, implementation, maintenance and optimization included in the license, for as long as it runs; no separate services project. Live in a few weeks: Phoenix Insurance integrated all core systems in 4 weeks	SaaS or self-managed; built by your engineering team, with alliance partners such as Capgemini, Cognizant, EY and Infosys ^[9]

Using both together

Keep what works.Add the layer that finishes it.

Where Camunda runs internal processes, it stays. Callvu runs the customer-facing intake and the handoff, chases and verifies documents, sends decisions to the Decision Desk and passes complete, checked work to Camunda and the core by API, with a Decision Trace and an Audit Trace for every run. Callvu can also run the whole process 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

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

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

Phoenix Insurance

100+ processes live in under 3 months
All core systems integrated in 4 weeks
40% fewer agent-led calls
90%+ completion without human help
$3.5M+ annual service savings

FAQ

The questions buyers ask.Answered plainly.

Does Camunda enforce compliance at runtime?

Partly. Camunda says policy checks and approval thresholds run on every case before any action executes, including between an AI agent's reasoning and its actions; your team models those checks into each BPMN process. Those controls exist where your team designs them, and no regulations come preloaded as policies. Where a Camunda agent acts, the AI chooses which tool to call. Guardrails are not runtime enforcement: Callvu enforces every regulation and company policy on every step with a deterministic orchestrator, and AI never runs the process.

Does Callvu do orchestration like Camunda?

Yes. Callvu orchestrates workflows across systems, routes work by work type, skill and due date, applies rules and policies and manages every decision. The difference is scope and delivery: Callvu also runs customer intake, document chasing and the decision workspace, and builds the process for you.

Can Camunda and Callvu work together?

Yes. Where Camunda runs internal processes, it stays. Callvu runs the customer-facing intake and the handoff, enforces every policy on every step and passes complete, checked work to Camunda and the core by API.

Do we need developers to go live with Callvu?

No. Callvu builds every process for you, with white-glove implementation included in the license, and goes live in a few weeks.

Which banks and insurers use Callvu?

Community Bank of Mississippi, Banca Transilvania, Bank Leumi and Phoenix Insurance are among the regulated institutions running processes on Callvu.

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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