Effortless process orchestration for operators

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

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Deployed in production

Financial Institutions

Logistics

Manufacturing

Oil & Gas

Developer Tools

Healthcare

E-commerce

Three case studies of operations powering business 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 verification capacity

Platform extensibility

Oil & gas private equity investment firm

Analyzed government land records spanning multiple jurisdictions and legacy systems.

$15m

total screened lease value

A system of action owned by operators

Painlessly integrate with cloud providers, ERP, CRM, and HRIS platforms

Orchestrate workflows across SAP, Salesforce, Microsoft 365, Google Drive, and on-prem systems.
Codify processes and document tribal knowledge

Experienced forward-deployed engineers work directly with operators to populate the system of action.
Process evolution without engineering overhead

Horizontally scale process workflows, no matter how long-running or asynchronous.

Verification Process

1Ingest Request

2Classify & Route

needs_extraction

needs_validation

needs_review

A.1Extract Data

B.1Cross-Reference

C.1Flag Exceptions

A.2Query Sources

B.2Match & Reconcile

C.2Escalate to Ops

A.3Compile Output

C.3Generate Report

An auditable and permissioned model harness

Agentic workflow management built for operators Create composable process definitions based on canonical workflow primitives.
Refine processes as business objectives evolve Versioned process snapshots allow for granular diff isolation and frictionless rollbacks.
Full transparency into every process execution Platform-native RBAC and audit logs preserve traceable execution history, alongside SOC 2 controls.

Runs New

Name	Blueprint	Status	Created
Run #1047	Vendor Reconciliation	Completed	May 1, 2026
Run #1046	Client Verification	Completed	May 1, 2026
Run #1045	Data Ingestion	In Progress	Apr 30, 2026
Run #1044	Vendor Reconciliation	Completed	Apr 30, 2026

Vendor Reconciliation v5

Test Publish

Overview Configuration Tasks Audit logs

Tasks

1 Pull Report

2 Match Items

3 Flag Issues

4 Upload

5 Notify

Task Name

Pull Report

Output Schema

vendor_idstring

line_itemsarray

total_amountnumber

Actions (1)

⠿ 1 Fetch Manifest api_call

Process Assistant

Explain the latest Vendor Reconciliation run

Callback

The Vendor Reconciliation pipeline runs in 4 stages:

1Pull Report → 2Match Items → 3Flag Issues → 4Upload

Step 1 fetches the raw manifest via API. Step 2 matches each line item against contract clauses using the rule engine. Step 3 flags discrepancies for review. Step 4 uploads the reconciled output to Oracle.

Last run #1047 processed 1,302 items in 11m 38s with 0 exceptions.

Ask about any process or run…

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.