Meet the Leader

Kyle Castor on value creation in basis points

Kyle Castor, Founder & Principal Architect  •  61 seconds  •  Captions  •  AI-rendered presenter from the studio portrait

Transcript

00:00To private equity sponsors and operating partners here in Las Vegas: your post-acquisition value creation shouldn't be trapped in forty-page slide decks.

00:11At DataOngoing, we measure our work strictly in basis points of EBITDA. Two hours of executive input returns hundreds of automated hours, proven in our 100x time ledger.

00:24First, a 48 to 72-hour AI technology diligence read to price technical debt before wiring capital. Second, compressing your 21-day multi-entity close down to 3. Third, automated floor-to-ledger data ingestion straight into NetSuite.

00:44We ship working code in 14-day sprints. If it does not run in production, the milestone is not billed. Visit DataOngoing.ai to schedule a private advisory session.

  1. How we work →
  2. Read the results ledger →
  3. The productized offers →
  4. The Basis-Point Sprint →

Every figure in the brief is published on this site with its source class; the chapter links go to those pages.

Home / Services / Containerized NetSuite OCR Authority & 3-Way Match Sprint
Productized offer

Containerized NetSuite OCR Authority: Discover Every Document, Attach to Any Record, and Automate Sales Orders, AP Bills & 3-Way Matching

Containerized NetSuite OCR Authority deploys lightweight Docker workers (com.dataongoing.ocr.authority) alongside a native SuiteScript 2.1 RESTlet and Map/Reduce engine to discover every enterprise document, compute deterministic SHA-256 hashes, attach files directly to NetSuite records via record.attach(), and automate SalesOrder creation, VendorBill ingestion, line-item 3-Way Matching (PurchaseOrder to ItemReceipt to VendorBill), and unlimited Custom Records (customrecord_*). Built on DataOngoing’s production OCR baseline (2,881 documents processed to date, measured), the entire pipeline ships in a single 14-day sprint for a $15,000 flat fee backed by our 10x fee guarantee.
Your time3-4 hoursinbox/SFTP folder mapping, tolerance rules sign-off, and exception queue review.
Turnaround14 days (two-week production sprint)
Price$15,000 flat fee (zero per-page or per-document recurring tolls)
Guarantee10x on fee10x on fee; accuracy, attachment coverage, and 3-way match rules stated in the SOW

The basis-point lever

Order-to-cash velocity, AP clerical repurposing, and vendor price/quantity variance recovery across every inbound PO, packing slip, and invoice.

What you get

Containerized NetSuite OCR Authority vs. per-page AP SaaS tools

DimensionPer-Page Third-Party AP SaaSDataOngoing Containerized OCR Authority
Pricing model$0.50–$2.50 per page + annual seat tiers$15,000 flat 14-day setup sprint; $0.00 per page
Document discovery & attachmentManual portal uploads; orphaned File Cabinet PDFs ignoredContainers crawl email, SFTP, scanners & File Cabinet and run record.attach()
Sales Order automationAP only; customer POs still keyed by handInbound customer PO PDFs -> SKU crosswalk -> native SalesOrder
Line-level 3-Way MatchingHeader-only or coarse matchingLine-by-line PO <-> ItemReceipt <-> VendorBill qty & rate audit
Custom Record supportHardcoded to VendorBill; customrecord_* blockedUnlimited customrecord_* creation, field mapping, and file attachment

The 4 NetSuite custom records in the bundle

Deployed by the SDF bundle; the simulator below shows how each is written, with synthetic SIM- identifiers rather than client data.

Custom recordHolds
customrecord_do_ocr_ingest_vaultDocument Ingest Vault: SHA-256 document hash, File Cabinet ID, DefendAir sanitization status, and attached NetSuite record
customrecord_do_ocr_sku_crosswalkSKU Crosswalk: customer and vendor part numbers mapped to internal NetSuite items and UOMs
customrecord_do_ocr_3way_match_log3-Way Match Audit Log: line-by-line PO, Item Receipt, and Vendor Bill quantity/rate comparison and variance holds
customrecord_do_ocr_routing_ruleUniversal Custom Record Router: JSON field-mapping rules to populate and attach files to any customrecord_*

Containerized NetSuite OCR Authority, 3-Way Match & Self-Hosted Local LLM Console

Test the five-tab simulator: container discovery and record.attach(), automated Sales Order intake, AP Vendor Bill 3-way matching, unlimited Custom Record routing, and the Self-Hosted Local LLM vs. Cloud Token-Tax calculator. Simulated output, not live data. Or open the simulator full-screen →

Proof behind the offer

Frequently asked questions

Are we limited to standard Vendor Bills, or can this populate and attach to Custom Records?

You are never limited by custom records. Our Universal Custom Record Router (customrecord_do_ocr_routing_rule) and RESTlet engine (do_rl_ocr_authority.js) create, update, and execute record.attach() across SalesOrder, VendorBill, ItemReceipt, Customer, Vendor, and any customrecord_* in your NetSuite instance.

How does the container find unattached PDFs already sitting inside our NetSuite File Cabinet?

Our Map/Reduce crawler (do_mr_ocr_orphan_file_matcher.js) scans designated File Cabinet folders for unattached PDFs, extracts PO/Invoice/SO/Lot references, matches them against open transactions or custom records via SuiteQL, and binds them via record.attach() with SHA-256 deduplication.

How does Automated Three-Way Matching handle price or quantity variances?

When a Vendor Bill PDF arrives, do_rl_ocr_authority.js queries the originating PurchaseOrder and all linked ItemReceipt lines via SuiteQL. If every line matches within your configured tolerance, the bill is auto-created and attached. Any quantity over-shipment or unit-price variance routes the bill to Pending Approval and logs the exact line delta in customrecord_do_ocr_3way_match_log.

Talk to the architect, not a salesperson

HelpAirs technology for NetSuite: the five roles a company pays for, delivered as one supervised AI service at a modeled 20-80% lower cost, with the existing team repurposed rather than replaced, and every outcome published in the results ledger with its source class.

Scope an OCR & 3-Way Match Sprint   Read the results ledger

The direct email and phone number are shared in the receipt of a verified request.