accounts_payable · realestate · workflow
Associa processes 45,000+ invoices monthly with 47% on Autopilot at 97% accuracy using Vic.ai
Associa's AP team manually read, entered, and coded invoices across hundreds of branches, causing invoices to sit in queues for days and delaying cash flow management. Offshore processing costs, manual coding errors, and lack of visibility into invoice data were all identified as pain points.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Invoice ingestion via email
Invoices are uploaded via an email inbox and immediately ingested for data processing and extraction.
Tools used
Vic.aielastic search
Outcome
Associa processes 45,000+ invoices per month at 97% accuracy, with 72% no-touch and 47% on Autopilot moving straight from ingestion to approval without any human intervention.
Results
Time saved45,000+
Volume97%
Grounding & classification
Source type: vendor customer story
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data extractiondocument aipredictive analyticsinvoicehuman review describedmetric backednamed customerproduction runtime claimedtools describedworkflow describedreal estateaccuracy improvementautomation ratecycle time reductionerror reductionvendor customer storyaccounts payableinvoice processingai draft human approvalautonomous resolutiondocument to recordinbox to system