Procurement intake now takes hours, with status visible throughout the process.
FORTUNE 500 INNOVATOR / PROCUREMENT OFFICE
AI shortened four procurement workflows from weeks to hours.
A client's procurement team was manually processing high volumes of unstructured invoice and purchase order data. PivotX automated four core workflows while keeping the company's existing systems in place, reducing the time and manual effort required to process requests, create purchase orders, validate invoices, and review vendors.
Industry
Technology
Function
Procurement
Workflows
Four
Value Released
$915K+
RESULTS
$300K
Procurement, from weeks to hours
$365K
Purchase orders, without rekeying
Contract terms are extracted, checked, and entered into purchase order templates.
$250K
ESG vetting, 10× faster
Vendor ESG review fell from 10 days to less than 10 hours.
Pending
Invoices, validated in real time
Automated validation flags discrepancies early and reduces inconsistent or premature payments.
Procurement intake now takes hours, and vendor ESG reviews take less than 10 hours.
THE SITUATION
Manual processing was consuming the procurement team's time.
The office was processing high volumes of unstructured invoice and purchase order data through workflows that had never been designed for the task. Requesters could not see where submissions stood, contract terms were rekeyed by hand, and thorough compliance reviews took days.
01
Intake measured in weeks, with repeated follow-ups
02
No visibility once a request was submitted
03
Contract terms rekeyed manually from MSAs and SOWs
04
ESG due diligence at 10 days per vendor
THE WORK
What we built
01
Conversational procurement intake
Before working with PivotX, our client's intake relied heavily on manual input and an unclear process. Requesters often followed up multiple times because they had no visibility after submitting a request.
PivotX developed an AI agent that now interprets each request and structures the submission based on the requester's answers to a series of questions.
Requesters and procurement teams can track submissions throughout their lifecycle. Intake time fell from weeks to hours, creating $300K in value.
02
Automated purchase order creation
Before working with PivotX, creating purchase orders required teams to review MSAs and SOWs manually and rekey the terms into templates. This slowed the process and increased the risk of errors and compliance issues.
PivotX built an AI agent that extracts key contract terms, validates them against sourcing policy, and populates the purchase order template.
The automated workflow created $365K in value.
03
Near-real-time invoice validation
Before PivotX's involvement, invoice validation was manual, and payment terms and document formats varied across suppliers. This led to delays and premature payments that affected working capital.
PivotX built an AI system that now ingests and analyzes unstructured invoice data in near real time, compares terms across large document volumes, and flags discrepancies for human review.
Premature payments fell significantly, helping the company preserve working capital.
04
Faster vendor ESG reviews
Before working with PivotX, vendor ESG reviews required significant time and manual effort. The team also faced growing pressure to identify regulatory and reputational risks across a large vendor base.
PivotX built an AI-powered research process that reviews vendors at scale, searches credible sources for potential violations, and provides citations so the procurement team can verify each finding.
Review time fell from 10 days to less than 10 hours, creating $250K in value.
WHERE THIS TRANSFERS
Where this applies
Your team relays information from documents into systems, and the documents arrive in formats you do not control.
Cycle times run in days or weeks, and nobody can say where a given request currently sits.
Review is thorough because it is slow, and making it faster feels like accepting more risk.
Proof
Pilots that became operating procedure.
PivotX has taken companies from initial assessment to production-grade AI in weeks, not quarters. The cases below aren’t proofs of concept. They’re actual production.
Which procurement workflow is creating the longest delay?
We can review the manual steps, handoffs, and systems involved and identify a practical place to begin.