The internal work nobody wants, handled.
We deploy AI agents that take on the operational drag inside your business, ticket triage, invoice approvals, helpdesk Q&A, data reconciliation, scheduled runbooks. Reliably, auditably, around the clock.
Where we automate
most often.
Not every workflow is an AI problem. We start with the highest volume, highest friction work, where automation pays back fastest and the failure modes are knowable.
Ticket Triage & Routing
Inbound tickets classified, prioritized, and assigned to the right team in seconds, with deflection of common issues at first touch.
Invoice & Approval Flows
OCR + reasoning to extract, validate, and route invoices through approval chains, with policy checks at every step.
Internal Helpdesk Q&A
Employees ask in Slack or Teams; the agent answers from your policies, runbooks, and Confluence, with citations.
Data Reconciliation
Cross system matching across CRM, billing, and finance, flagging discrepancies a human can resolve in one click.
Scheduled Runbooks
Recurring ops, onboarding, offboarding, monthly reports, audit prep, running on a schedule and reporting back when done.
Anomaly & Escalation
Continuous watch for outliers in your operational data, with smart escalation to the right human, with full context.
From workflow audit to live automation.
We pick the right workflow first, prove it works in shadow mode, then roll it out, with kill switches and rollback at every stage.
Workflow Audit
We shadow the team and instrument the workflow. Volume, time per step, error rate, escalation paths, all measured before we touch a thing.
Build Order
We rank automation candidates by ROI and risk. The first build is always the one with the cleanest payoff and smallest blast radius.
Shadow Mode Pilot
Agent runs alongside the team for two weeks, recommending, not executing. We measure agreement rate before flipping it on.
Phased Production
Rolled out by team or volume bucket, with monitoring, kill switches, and weekly review of escalations and edge cases.
Questions about
Operations Automation
High volume, rules driven, and well instrumented work with clear inputs and a defined outcome. Ticket triage, invoice processing, and internal helpdesk Q&A are usually the first wins.
Action allowlists, dollar value approval gates, rate limits, and a shadow mode pilot before any write actions. We also build a kill switch you can hit from a dashboard at any time.
It replaces the repetitive work. Your team stops doing the same triage 200 times a day and starts working on the cases that actually need their judgment, and the work the team didn't have time for before.
Yes, Jira, ServiceNow, Zendesk, Slack, Teams, Confluence, NetSuite, SAP, Workday, custom internal tools. If it has an API or a webhook, we connect to it.
For high volume workflows, payback is usually inside 90 days post launch. We share a measurement plan during scoping so you know exactly what you're tracking against.
Stop experimenting.
Start deploying AI that works.
Book a free discovery call. We'll audit your workflows, scope a working prototype, and tell you honestly which ones are worth automating first.
info@croncore.com