Catalog record · Marketing & Sales
Stage as of Dec 2, 2025 · historical report, not live reconfirmation.
Box AI agents for prospect research and sales coaching
Primary workflow source. A named organization's workflow supported by a reviewed primary source. Stage is reported separately; this label does not establish measured outcomes or independent validation.
Last researched Oct 26, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
Box's December 2025 earnings remarks describe internal agents that research prospect needs, recommend use cases from historical win/loss information, coach representatives and suggest customer-adoption materials.
- Reported stage
- Production
- Technology
- GenAI/LLM
- Business function
- Front Office
- Impact (legacy label)
- Not labeled
- Catalog date · unconfirmed
- Not reported
- Imported
- Oct 29, 2026
- Last researched
- Oct 26, 2026
Measures & evidence
No quantified measure recorded. This is a gap in the evidence, not a finding of no value.
Documented vendor relationships
No vendor relationship has been linked to this specific workflow in the curated overlay. This does not mean it was built without vendors.
See the company’s documented relationshipsDeployment evidence & limits
CEO describes purpose-built agents currently used by Box as customer zero. Status as of 2025-12-02.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
Issuer/vendor self-report; independent causal productivity or ROI not established. A bank must restrict client data and unsuitable-product recommendations; revenue uplift is unproven.
Potential FS application · inferred
Inferred FS application: Relationship-manager account preparation and approved sales enablement.
Combine client context, product knowledge and historical outcomes into reviewable suggestions.
Original industry: Software and IT services. Transfer limits: A bank must restrict client data and unsuitable-product recommendations; revenue uplift is unproven.
Recorded dependencies
- Inferred FS control: relationship manager reviews outputs and compliance-approved product suitability constraints apply.
Source register
- Box Inc. Third Quarter Fiscal 2026 Conference Call Remarkss21.q4cdn.com · opens in a new tab
Box · issuer · full-text · Published 2025-12-02
Research lanes: software_enterprise · Batch global-discovery-2026-10-26. Coverage and remaining gaps