Effortless process orchestration for operators

Leading enterprises use Callback's model harness to manage complicated, real-world workflows.

See a demo Explore case studies

Deployed in production

Financial Institutions

Logistics

Manufacturing

Oil & Gas

Developer Tools

Healthcare

E-commerce

Three case studies of operations driving growth

Improved accuracy

Southeast Asian enterprise logistics unicorn

Orchestrated customer-specific contract logic across shipment data and ERP systems.

revenue recovered

Increased legibility

Industry-leading regulated financial institution

Processed tens of thousands of monthly applications according to bespoke per-client requirements.

>30%

increased capacity

Platform extensibility

Oil & gas private equity investment firm

Analyzed government land records spanning multiple jurisdictions and legacy systems.

$15m

total lease value

A system of action owned by operators. Work within your existing systems and transform operational knowledge into enterprise value.

Connect the systems you already use

Processes / Loan exceptions

Reconcile a borrower’s renewal file

Northstar · Loan renewalLN-1047

SAP

8 of 9 checks completeLoan file · LN-1047

8 verified1 exception

Salesforce

Borrower reports a guarantor changeRelationship notes · Northstar

AWS / S3

Parent guarantee requires verificationCredit policy.pdf · §4.2

Loan evidence reconciled

8 checks verified automatically

Guarantor mismatch routed to Maya

Codify tribal knowledge in versioned processes

Evolve processes without engineering overhead

Check loan file

Verified8 checks

Outstanding1 exception

SAP · Loan data

Match guarantor

Loan fileParent co.

Borrower notesChanged

Salesforce · Borrower notes

Prepare memo

EvidenceLinked

DestinationCredit team

Compiled automatically

Read credit policy

FinancialsConsolidated

RequiresGuarantee

AWS · Credit policy §4.2

Guarantor changed

MMaya’s review

ExceptionGuarantor change

When verifiedPrepare memo

Exception route added

Notify lending team

Review memoReady

IncludeExecution history

Salesforce · Review activity

An auditable and permissioned model harness. Compose agentic workflows, evolve them with confidence, and trace every execution.

Callback

Loan exception review

Run #1047 · Process v2

Exception routed

v1 → v2Added guarantor verification

What needs attention in Northstar’s loan renewal?

Eight checks passed. The guarantor in the borrower notes differs from the loan file. Maya has the exception and supporting evidence.

✓Borrower evidence gathered
✓Financials checked against policy
✓8 routine checks passed
Guarantor exception routed

Run historySnapshot retained

09:41:08Process v2 and source references saved

09:42:16Eight checks complete; guarantor exception routed

Source evidence

Loan renewal LN-1047

Northstar · Current loan file

Borrower correspondence

Guarantor change reported

Financials & credit policy

Parent guarantee · §4.2

Guarantor exception

Verify the parent guarantee: the loan file and borrower notes name different guarantors.

MMaya · Review pending

Credit decisions remain with authorized reviewers.

Agentic workflows built for operators

Compose reusable steps, actions, and structured outputs around your operating context.

Refine processes as objectives evolve

Compare versioned snapshots, isolate changes, and roll back to a prior definition.

Govern access and audit process changes

Role-based access governs process edits, with authorship logged for audit.

Full transparency into every execution

Audit logs enable compliance for traceable execution history, alongside SOC 2 controls.

Operators rely on Callback's agentic platform in production

Codify fragmented processes and integrate legacy systems without any engineering overhead, in just a matter of weeks.