How do AI agents handle Excel order sheets?

How Excel orders work

AI agents handle Excel order sheets by parsing customer-specific columns, headers, and formulas. Each customer uses a different Excel format. AI agents adapt to each format on first encounter and execute reliably thereafter. Excel order sheets common in healthcare distribution and industrial supply process through the same execution pipeline.

Channels: Excel in depth

By Go Autonomous · Last updated: April 28, 2026

Key terms

Template variance: Each customer’s Excel layout differs.
Header detection: Identifying which row contains column names.
Field mapping: Linking each Excel column to a canonical order field.
Normalization: Converting units, currencies, and codes to ERP standards.
Master data match: Reconciling extracted values against ERP records.

Proof points

43 percent capacity released across order processing teams.
18 percent quote-to-order win rate uplift after deployment.
Danfoss processes orders in under 1 minute across 26 countries.
Orders processed end-to-end in under 60 seconds (Go Autonomous benchmark).

Frequently asked questions

How long does deployment take?

First production flow ships in 6 to 12 weeks. Coverage scales to 80 percent autonomy within 6 to 9 months on disciplined deployments. New countries and channels add in days, not months.

How is the program measured day to day?

Three numbers carry the program: autonomy rate (share executed without human touch), first-time-right rate (share correct on the first pass), and cost per order. Cycle time and exception volume sit underneath.

Who owns it inside the organization?

Operations and IT co-own. The business case sits with the CFO, the architecture with the CIO, and the day-to-day outcomes with customer service and sales. The AI engineering is vendor responsibility, not a customer build.