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 100x ledger →
  3. The four 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 / Case Studies / HubSpot, Stripe and NetSuite Reconciled to the Cent for a B2B SaaS Company
Field retrospective

HubSpot, Stripe and NetSuite Reconciled to the Cent for a B2B SaaS Company

Closed-won deals, card payments and revenue recognition lived in three systems joined by generic connectors, and finance spent eight days a month reconciling Stripe payouts. We built direct, idempotent endpoints that split gateway fees at ingestion and generate the ASC 606 arrangement on deal close.

The problem

The revenue engine ran across HubSpot for the pipeline, Stripe for subscriptions and cards, and NetSuite for the ledger and ASC 606. Joined by a drag-and-drop connector and CSV exports, the three disagreed constantly: billing schedules drifted from the contract terms in the CRM, chargebacks never reached the customer balance in the ERP, and every month-end the finance team spent eight business days matching Stripe payouts against the bank account by hand. Deferred revenue lived in an offline amortization workbook.

What we did

We replaced the connector with direct, authenticated endpoints and a settlement engine. A closed-won deal in HubSpot provisions the NetSuite customer and sales order, validates tax ID, currency and subsidiary, and creates the Stripe customer and subscription schedule. Each Stripe payment webhook is broken into its parts: a customer payment for the gross, a clearing-account debit for the exact net deposit, and the processing fee posted to expense in the same transaction. The deal’s line items map to revenue recognition rules at close, so the ASC 606 arrangement and its amortization journals are created without a workbook. Every payload is hashed against the Stripe event id, so a retried webhook updates the record it already created.

The revenue spine: one deal, five handoffs, no re-typing Commercial terms are captured once in the CRM and translated into accounting entries by code, including the gateway fee.
  1. 01HubSpot

    1. Deal marked closed-won
    2. Payload: terms, products, seats
  2. 02NetSuite provisioning

    1. Validate tax ID, currency, subsidiary
    2. Create the customer and sales order
    3. Create the Stripe customer and subscription schedule
  3. 03Stripe

    1. Charge the card or dispatch the invoice
    2. Webhook: invoice.payment_succeeded with gross, fee and transaction id
  4. 04Settlement engine

    1. Debit Stripe clearing for the net deposit
    2. Debit processing-fee expense
    3. Credit accounts receivable for the gross
  5. 05Revenue engine

    1. Create the revenue arrangement and fair-value allocation
    2. Post the monthly deferred-revenue journal

How the mechanism works

  1. The gateway-fee discrepancy

    A generic connector records a $10,000 payment against a $10,000 invoice, but Stripe deposits $9,710 after a $290 fee, and the bank reconciliation becomes a forensic exercise in pennies. The settlement listener reads the balance transaction and posts gross, net and fee as three legs of one entry, so the deposit matches to the cent on the day it lands.

  2. ASC 606 multi-element allocation

    Enterprise deals bundle implementation services, annual licenses and consumption tiers that recognize on different timelines regardless of how the customer is billed. HubSpot line items are mapped to NetSuite revenue rules at close, so the arrangement, the deferred balances and the amortization journals exist the day the deal does, whether the customer pays annually in advance or monthly in arrears.

  3. Idempotent retries and webhook deduplication

    Networks fail and Stripe retries. Every incoming payload is hashed with SHA-256 against the Stripe event id and logged in a governed audit record. A duplicate event finds the existing record, returns HTTP 200 to Stripe and posts nothing twice.

Results

MeasureBeforeAfter
Month-end close12 business days, held by the Stripe reconciliation3 business days
Manual entry per deal25 minutes across three portals0 minutes
Unallocated Stripe fee variance$15,000+ a month$0.00; fees posted atomically
Revenue recognitionOffline Excel amortization modelsNative ASC 606 schedules created on deal close
Dispute and churn signal3-4 weeks behindCustomer success notified on the Stripe dispute event

What to take from it

  1. Your CRM is for selling; your ERP is for truth

    Sales reps should never own GL tax codes or exchange rates. Capture commercial terms in the CRM and translate them into accounting rules in code.

  2. Split the gateway fee at ingestion

    An integration that posts gross payments and leaves the fee for month-end is paying the finance team to be human calculators.

  3. Direct endpoints beat multi-hop middleware

    Authenticated RESTlets with schema validation give sub-second posting, no middleware subscription and complete control over what reaches the ledger.

Composite retrospective; client shown as an archetype and figures illustrate the mechanism. Related: Native Integration vs iPaaS Middleware: the recurring toll that transfers at close

Talk to the architect, not a salesperson

AI automation for private-equity portfolios, measured in basis points: a few hours of operating-partner time in, hundreds of engineering hours and margin out, delivered as working code in two-week sprints.

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