INDUSTRIES

Where ERP Exceptions Pile Up, by Industry

Every sector runs on an ERP, and every sector has its own exceptions. The invoices that do not match, the orders that cannot ship, and the follow-ups that fall to your staff look different in distribution than in healthcare. The agents we build are shaped around those differences.

INDUSTRIES WE WORK IN

Industries We Work In

These are the sectors where we have defined use cases and working agents. Use the filter to narrow the list by status.

Live
Pharmaceutical and Life Sciences
Batch record review, market document applicability, deviations and inspection readiness, read across your quality, manufacturing and packaging systems.
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Food and Beverage
Supplier certificates, allergen changeovers, preventive control records and lot traceability, assembled for your next audit.
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Nutraceutical and Dietary Supplements
Component identity, master and batch production records, and label claim support, checked against specification.
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Chemicals
Safety data sheet currency, hazard classification and customer compliance questionnaires, tracked without a spreadsheet.
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B2B eCommerce
Resolving order exceptions, pricing discrepancies, and fulfillment gaps across sales channels.
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Construction
Reducing manual work across subcontractor coordination, project billing, and compliance documentation.
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Financial Services
Automating transaction reconciliation, compliance reporting, and client onboarding workflows.
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Distribution
Handling back orders, shipment exceptions, and warehouse coordination without manual intervention.
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Manufacturing
Closing the gap between production exceptions, quality issues, and supplier response times.
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Insurance
Automating claims triage, policy exceptions, and underwriting coordination workflows.
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Healthcare
Cutting the manual work out of clinical documentation, prior authorizations, and patient follow-up.
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Senior Care and Living
Reducing manual coordination across care, billing, and staffing in multi-community operations.
NOT LISTED YET

Your Industry Is Not Listed?

Most exception problems cross sector lines. An aging receivable or a three-way match failure works the same way in most ERP systems. Book a 30-minute call and we will tell you in the first conversation whether we are a fit.

Schedule a Call →
QUESTIONS

Common Questions

Answers on industry fit, ERP compatibility, and how quickly an agent goes live.

All FAQs →
Do you only work with the industries listed here?
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No. The industries listed are the ones where we have defined use cases and working agents. Exception problems such as aging receivables, invoice mismatches, and back orders work the same way across most sectors. A 30-minute call is enough to tell whether your situation fits.

Which ERP systems do your agents work with in my industry?
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AI agents integrate with any ERP that has API capabilities, including Acumatica, NetSuite, SAP ECC6, SAP S4/HANA, SAP Business One, Microsoft Dynamics 365, Epicor, and others. Your industry does not change the integration approach.

Which industries see results fastest?
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Operations-heavy sectors with high exception volume and structured ERP data, such as distribution, manufacturing, and B2B eCommerce, typically reach measurable results first. Most companies see measurable results within 30-60 days of pilot deployment.

How long until an agent is live in my operation?
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A pilot is typically planned at 6-8 weeks from start to a working agent in your environment, followed by monitoring and refinement during the pilot period. Sectors with complex regulatory requirements or fragmented data may take longer.

Do we need to replace or change our ERP?
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No. AI agents connect to your existing ERP through standard APIs. Your core ERP stays as it is.

What if our process is specific to our company?
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That is the normal case. We build each agent around your business rules, approval thresholds, and escalation criteria, not a generic template. If your process follows defined rules, an agent can apply them.