AI bookkeeping for oil & gas operators and non-op working interest owners β well-level coding, JIB decoding, revenue statement handling, and a faster close.
Every operator knows the shape of the month. Vendor invoices pile in by email, portal, and sometimes a literal envelope. Someone codes each one to the right well, AFE, and cost center. JIBs go out to partners, revenue statements come in from purchasers, and the books have to reconcile all of it before anyone can trust a lease operating statement.
Generic bookkeeping services fall over here, because oil & gas accounting isn’t generic. A bookkeeper who has never seen a joint interest billing statement or a division order can keep your bank account reconciled — and still leave you blind at the well level, where the business actually happens. If you’re a non-operated working interest owner, this hits even harder — the JIBs arrive in whatever format each operator uses, and it’s on you to decode them.
AI bookkeeping isn’t about replacing your accountant. It’s about making sure the document work — capture, coding, matching — happens instantly, so people only touch the decisions.
Here’s what that looks like in practice, and how to tell real AI bookkeeping from an outsourced back office with a chatbot stapled on.
Vendor invoices, JIBs, and revenue statements are read by AI the moment they arrive — no manual keying.
Every line is coded to well, AFE, and cost center; your team reviews exceptions instead of typing everything.
Approved entries land in your accounting system, ready for LOS reporting, audits, and partner questions.
The failure mode is always the same: the books are technically “done,” but nothing in them maps to the field. Ask a generalist bookkeeper what a well’s lifting cost was last quarter and you get silence, because the data was never coded that way going in.
Well names, AFE numbers, and cost centers live on messy vendor invoices in a hundred formats. Getting each line to the right place is where the hours (and the errors) go.
A JIB from your operator or a purchaser’s revenue statement carries dozens of line items across wells, deducts, and interest types. Most bookkeeping shops book them as one lump — and the detail is gone forever. If you’re non-op, that JIB is often your only window into what the well cost — decoding it is the whole job.
For most small and mid-size operators, the accounting team is one to three people. Every hour spent keying invoices is an hour not spent on close, audit prep, or partner relations.
AI is very good at exactly the work that burns out accounting teams: reading documents, extracting structured data, and proposing the right coding based on history. Done well, it looks like this:
Every vendor invoice — PDF, scan, or portal download — is extracted line by line: vendor, well, AFE, quantities, rates, taxes.
The system learns your well list and cost structure, then pre-codes each line. Your team confirms or corrects — and the correction sticks.
Invoices flow to the right approver by vendor, amount, or property — with the source document one click away.
Everything posts to your accounting system with well-level detail intact, so LOS reports and partner billing come straight off the ledger.
The honest version of AI bookkeeping keeps a person in the loop where it matters: unusual invoices, new vendors, disputed JIB line items, anything touching cash. The machine’s job is to make those decisions fast and well-informed — the source document, the coding history, and the exception all in one place.
Be skeptical of anyone promising fully hands-off books. In this industry, the exceptions are the job. What you want is a system where exceptions are the only thing your team touches.
Joltly is an AI-powered bookkeeping service built for oil and gas operators. We capture, code, and book your invoices, JIBs, and revenue statements — well-level detail, inside the accounting system you already use. Start with a free assessment of your books and workflow.
Get quick answers to common queries in our FAQs.


You only pay for what you use β no seat fees and no modules you don't need. Pricing is a monthly platform fee plus usage on documents processed, ACH payments, mailed checks, and the workflows you turn on. We size it to your actual monthly close so it scales with the work, not your headcount.
A smaller operator running 25 documents, 10 ACH payments, and 2 mailed checks a month would be priced on that exact volume. A larger operator at 100 documents, 50 ACH payments, and 10 checks pays predictably more. You always know what you're spending because it tracks the actual close.
Joltly connects directly to QuickBooks and Quorum On-Demand Accounting, and supports file-based export workflows for systems like PakEnergy and Integra. It manages accounts, items, vendors, partner mappings, JIB clearing, revenue liabilities, and netting accounts inside your existing setup.
Both sides of settlement. On expenses: invoice review, GL coding, approvals, JIB creation, ACH and check payments. On revenue: statement OCR, partner distributions, remittance emails, and netting between JIB receivables and revenue payouts β so your team replaces spreadsheet work and email follow-up during close.
Yes. Your wells, partners, revenue interests, GL mappings, approval flow, export formats, and partner-facing statements are configured per operator. Most customers go live on their existing chart of accounts and ERP setup β no rebuild required.
Faster than most teams expect. Your AP workflow can be live in less than a week β and you don't need to change your current accounting system. Revenue typically takes about two weeks. The only thing we need from you is a sample revenue statement so we can train the AI on your format.
We set up a Microsoft Teams channel or email channel for your team β whichever you prefer. You'll also get the founders' phone numbers for text messaging when you need a fast answer.