Manufacturing

AI that clears your order desk and your supplier paperwork. Built and run by senior engineers.

We read the orders your customers send, match supplier invoices to the purchase order and receipt, and check quality certificates against your specs.

Deeply trusted by enterprises globally

  • IBM
  • AWS
  • Cisco
  • EY
  • Samsung
  • Graphcore

Lower cost per invoice

A single supplier invoice costs $9.40 to process by hand. Teams that automate the match do it for $2.78.

Fewer files need a person

On average 22% of invoices need someone to step in before they can be paid. That is the work this removes.

Quality problems caught earlier

Quality problems run as high as 15% to 20% of sales at many manufacturers, and duplicate or wrong payments drain another 0.8% to 2% of every dollar paid out.

Your orders, invoices, and certs are still typed by hand

Purchase orders arrive by email, PDF, and EDI, and your team enters every one. Supplier invoices wait on a three-way match while certificates get checked line by line, and when that slips, orders ship late and lines idle.

The documents in scope

  • Inbound purchase orders
  • Order acknowledgements
  • Supplier invoices
  • Bills of material
  • Certificates of analysis
  • Certificates of conformance
  • Advance ship notices
  • Supplier onboarding forms
$9.40

Cost to process one supplier invoice by hand

$2.78

Cost once the three-way match is automated

22%

Share of invoices needing a person before payment

Five jobs AI does for your team

Start where the backlog is visible and the cost is measurable. The same agents cover the adjacent work once the first one is live.

/01

Sales order processing

We read the purchase orders your customers send by email, PDF, and EDI, then enter clean orders in your ERP. This is where late and mistyped orders stop.

/02

Supplier invoice matching

We capture each invoice, match it to the purchase order and receipt, flag duplicates and overcharges, and post it to your ERP. This is the 22% that used to need a person.

/03

Supplier quality documents

We read certificates of analysis and conformance, check them against your specs, and send only the exceptions to your team.

/04

Supplier and vendor onboarding

We collect tax forms, banking details, and insurance certificates, check the data, and file it in your system.

/05

Quotes and RFQ responses

We draft quotes and replies to inbound requests, with the product and pricing already filled in.

How we deliver it

01

Process redesign

Senior engineers map your document workflow and find the highest-return automation. They redesign the workflow around AI-first processes, then build the automation into it.

02

Solutions

We deploy AI agents from a library built across 100+ production projects. Tailoring a proven agent to your documents takes weeks. Building one from scratch takes months.

03

Managed delivery

We run the system after launch. We monitor accuracy, handle exceptions, and keep the integration to your systems of record current.

Put AI to work across your organization

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