Comparisons
These pages explain how introducing a company to SourceX for data licensing differs from other ways advisors and partners earn from introductions.
- Step 1Share your linkSend your personal link to a company you know.
- Step 2Company appliesThe company applies itself at /apply.
- Step 3Buyer selects and paysThe buyer selects and pays for the data and SourceX receives its fee.
- Step 4You get your rewardYour share of SourceX fees becomes payable.
- ABC vs Chapter 7: which wind-down path applies, and who controls the records?
An assignment for the benefit of creditors is a state-law wind-down run by an assignee, while Chapter 7 is a federal bankruptcy run by a trustee. ABCs are often chosen for speed and control, Chapter 7 for court powers. In both, the assignee or trustee controls records.
Read → - ABC vs receivership: which path fits, and who can sign a data license in each
An assignment for the benefit of creditors (ABC) is a voluntary state-law liquidation: the company assigns its assets to an assignee it picks. A receivership is a court remedy, often sought by a lender, where a judge appoints a receiver and sets its powers. The assignee signs a data license in an ABC; the receiver, within its order.
Read → - ABC vs section 363 sale: what buyers and records licensees get under each route
A section 363 sale gives buyers a bankruptcy court order, title free and clear of liens when a section 363(f) condition is met, and appeal protection for good-faith purchasers. An assignment for the benefit of creditors (ABC) is a state-law process that is usually faster and quieter but carries no federal free-and-clear order. A records license can sit alongside either.
Read → - Acqui-hire vs asset sale vs data license: comparing a failing company's exits
An acqui-hire moves the team, an asset sale moves the product, code and contracts, and a data license earns a one-time payment for operational records while the company keeps ownership. They are not mutually exclusive: a board can pursue all three if it sequences them, keeps records it plans to license out of any sale, and confirms rights first.
Read → - Acquiring a company for its data vs licensing the data: what M&A advisors should know
Acquiring a company for its data transfers ownership of the records along with the business, people and liabilities; licensing gives AI buyers rights to defined records for an agreed term while the owner keeps the company and the data. A license suits clients who want proceeds from records without a change of control.
Read → - AI partnership vs data licensing: what is the difference for a company?
An AI partnership is a loose label that can mean licensing, product integration or investment, while a data license grants defined rights to specific records for a stated purpose, term and price. SourceX deals are licenses: the company keeps ownership and nothing is binding until it signs.
Read → - AI roll-up vs traditional PE roll-up: what changes for the company being acquired
A traditional roll-up buys similar companies to gain scale and sell the combined platform at a higher multiple, mostly keeping how the work gets done. An AI roll-up buys services firms to rebuild delivery around software and AI, so workflows and systems change fast. Screen pre-automation records for licensing before they are reshaped.
Read → - Alternatives to closing a business: sale, ABC, bankruptcy, wind-down or data licensing
The main alternatives to simply closing a business are a going-concern sale, a merger, an assignment for the benefit of creditors, a chapter 11 or chapter 7 case, and an orderly wind-down. Licensing the company's operational records replaces none of them; it can sit alongside most as an additional recovery, provided the archives are preserved.
Read → - Alternatives to selling your business: how ESOPs, recaps, debt and data licenses compare
Owners who do not want to sell can consider an ESOP, minority recap, dividend, new debt or a data license, which differ in control, dilution, timing and complexity. A data license adds no equity partner or leverage, but pays a one-time amount that is not guaranteed and needs qualifying records.
Read → - Article 9 sale vs section 363 sale: which works better for intangible collateral?
An Article 9 sale is usually faster, cheaper and less public, but buyers get no court order and must accept more title risk. A section 363 sale is slower and costlier, yet gives buyers a court-approved transfer and a formal privacy process. For operational records, a third route exists: licensing them through SourceX before or alongside either sale.
Read → - Asset sale vs stock sale: who owns the company's records and data after closing
In a stock sale, the company's records and data stay with the legal entity, which simply has a new owner. In an asset sale, records move only if the purchase agreement lists them as purchased assets; anything excluded stays with the seller. The agreement, not the label, decides who can license that data later, so confirm with deal counsel.
Read → - Assignment for the benefit of creditors vs chapter 7: which keeps data value intact?
An assignment for the benefit of creditors (ABC) is a state-law wind-down run by an assignee the company chooses, often faster and quieter than chapter 7, but without the automatic stay. Chapter 7 brings a court-appointed trustee and court-supervised sales. For operational records, an ABC often gives a quicker route to authorizing a license before systems go dark.
Read → - Attest client vs non-attest client: what a CPA firm may accept for an introduction
The attest relationship decides what a CPA firm may accept. Under AICPA ET 1.520, a member may not accept a commission for recommending a product or service to a client for which the firm performs an audit, review, certain compilations or an examination of prospective financial information. For other clients, permitted fees must be disclosed. States can be stricter.
Read → - Auction or negotiated license? Choosing a process for estate data assets
A section 363 auction suits estates that must transfer records outright, alongside other assets, with public price discovery; a negotiated, scoped and typically exclusive license suits estates whose records carry privacy limits or appeal mainly to AI developers. Either route generally needs court approval, and a trustee or assignee can introduce the estate to SourceX for the negotiated one.
Read → - Bankruptcy auction vs negotiated license: which route fits estate records?
When selling company data in bankruptcy, a court-run auction suits estates that must liquidate fast and hold clean, non-personal records; a negotiated, scoped license suits estates whose records are rich in operating history but need exclusions, privacy controls and stakeholder buy-in. Either way, the estate fiduciary signs and the court approves where the case requires it.
Read → - Broad auction vs targeted auction vs negotiated sale: which fits your seller?
Choose a broad auction for maximum price tension, a targeted auction when the buyer list is short and known, and a negotiated sale when one buyer fits best or secrecy matters. A data license is a separate bilateral deal with different buyers, so it can run beside any of the three.
Read → - Build a data product or license data to AI developers?
Most mid-sized companies should license historical records rather than build a data product. Licensing is a one-time payment for records the business already holds, needs no product team and nothing binds until terms are signed. Building fits only companies already selling data to repeat customers.
Read → - Business broker vs M&A advisor vs investment banker: which fits your company size?
Choose by company size and complexity. Business brokers usually sell owner-operated main-street businesses, M&A advisors serve the lower middle market, and investment banks handle larger or more complex deals that need broad buyer reach or capital raising. Any of the three can introduce a company with 50+ full-time employees at peak (contractors excluded) to SourceX when licensing records fits.
Read → - Business owner exit options compared: sale, PE, MBO, ESOP, family, wind-down
Owners of mid-sized companies have seven main exit options: strategic sale, private equity sale, management buyout, ESOP, family transfer, keeping the company with hired management, or winding down. They differ in who takes over, how proceeds arrive and the owner's role afterward. For companies with 50+ full-time employees at peak, a records license can fit alongside most of them.
Read → - CCPA service provider vs contractor vs third party in data licensing
In a data licensing project, a de-identification vendor acting on the company's instructions is the clearest service provider or contractor, while the buyer using the data for its own purposes is a third party. Roles follow the contract and actual data use, so company counsel must confirm each party's terms.
Read → - CCPA vs GDPR for employee data: a side-by-side for US companies
The CCPA and GDPR treat employee data differently: California relies on notices, purpose limits and contracts, while the EU requires a lawful basis for each use. Many US companies licensing workforce records therefore license US records first and carve EU and UK records out, then involve counsel on notices and de-identification.
Read → - Co-broker fee split vs a SourceX referral partnership: how the fees work
A co-broker fee split divides the commission on a business sale between two brokers, so it comes out of the sale economics. A SourceX referral reward is a share of SourceX's own fee on a data licensing deal, paid only after the buyer pays, and it is never deducted from what the company receives.
Read → - CRO vs turnaround consultant vs interim CEO: mandates, duties and referral conflicts
A chief restructuring officer is an officer of the company with fiduciary duties and, in chapter 11, a court-approved retention; a turnaround consultant is an outside adviser engaged by contract; an interim CEO runs the business as its top executive. Officers and court-retained professionals face the tightest limits on accepting any referral reward.
Read → - Data archiving vs backup: which keeps old business records usable?
Data archiving keeps selected records for years in a searchable store, while backup keeps recent copies of whole systems so they can be restored after a failure. For retrieving or exporting old records, an archive is usually what makes it possible; most mature businesses need both, set up with separate retention rules.
Read → - Data broker vs AI data licensing: how the two models differ for a company owner
A data broker sells lists or profiles about individuals, often to many downstream buyers. AI data licensing grants AI developers defined rights to a company's own de-identified operational records for an agreed term. The company keeps ownership, approves scope and price, and signs before anything is delivered.
Read → - Data broker vs data marketplace vs data transaction layer: what is the difference?
A data broker collects or buys data, often about people, and resells copies on its own terms; a data marketplace lists datasets so sellers and buyers can transact with limited platform involvement; a data transaction layer such as SourceX manages one company's licensing end to end, from rights review to delivery and payment, while the company keeps ownership.
Read → - Data catalog vs data inventory vs data map: what owners need first
A data inventory is what owners need first for data licensing: a metadata-only list of systems, years covered, owners and export routes. A data catalog and a data map are optional. Neither is required to start, and a spreadsheet is enough for a licensing-ready inventory.
Read → - Data controller vs data processor: what is the difference for data licensing?
A data controller decides why and how personal data is processed; a data processor handles it on the controller's behalf and only on its instructions. California's CCPA uses business and service provider for similar roles. For licensing, the line is decisive: records a company holds as a processor for its clients are generally not its own to license.
Read → - Data labeling vs data licensing: which one earns a company money?
Data licensing earns money from records a company already has, paid as a one-time fee while the company keeps ownership. Data labeling sells human hours tagging a buyer's data. For an established company with years of operational records, licensing is the model SourceX supports, and it needs no annotation team.
Read → - Data license agreement vs data sharing agreement vs DPA: what each contract does
A data license agreement grants another party rights to use data the licensor controls, usually for a fee and a defined purpose; a data sharing agreement sets rules for an exchange between independent parties; a DPA instructs a vendor how to process personal data for you. An AI training license is a rights grant, not a DPA.
Read → - Data license vs NDA: what each one protects in a data deal
An NDA keeps information confidential while parties evaluate a deal; it does not give anyone the right to use a dataset. A data license agreement defines permitted use, term, exclusivity and payment after signing. In a SourceX process, early talks use metadata only and nothing is delivered before an executed agreement.
Read → - Data licensing lawyer vs data licensing platform: who does what in an AI data deal
Most companies need both, for different jobs. The company's own lawyer advises on rights and privacy, negotiates and approves the license agreement. A data licensing platform such as SourceX qualifies the company, runs the data inventory, brings AI buyers, coordinates delivery and collects payment, with its fee included in one all-in price.
Read → - Data licensing vs data sharing: what's the difference for AI?
Data licensing grants defined rights to use data for a fee, with scope, term and ownership written down. Data sharing usually gives a partner access for a joint purpose, often unpaid and loosely scoped. For AI training, licensing is the paid, controlled model that buyers and SourceX use.
Read → - Data lineage vs data provenance: what's the difference in AI data licensing?
Data lineage traces how data moves and changes between systems, from source through each transformation to its final output. Data provenance records where data originally came from, who created it, when, and on what rights basis. In AI data licensing, provenance decides whether data can be licensed at all; lineage shows what was done to it before delivery.
Read → - Data marketplace listing vs managed data licensing: which fits an operating company?
A data marketplace listing suits a finished, repeatable dataset; managed data licensing suits operational archives where scope, redaction and rights must be negotiated. With SourceX's managed route, the company keeps ownership, agrees one all-in price, and signs only when terms work. Most operating companies fall in the second group.
Read → - Data monetization consultant vs success-fee licensing platform: which fits your company?
A data monetization consultant sells advice for a retainer or project fee whether or not a deal follows; a success-fee licensing platform like SourceX earns its fee, included in one all-in price, only when a license closes and is paid. Consultants suit strategy; platforms suit companies that already hold licensable records.
Read → - Data monetization for PE portfolio companies: build, sell analytics or license records?
PE portfolio companies can monetize data three ways: build a recurring data product, sell analytics or benchmarking services, or license historical operational records for AI training. Licensing needs no product build or new sales team and pays once for an exclusive term, so it suits companies with deep records and no appetite to become a data business.
Read → - Data owner vs data custodian vs data steward: who can authorize a data license?
A data owner is accountable for a data set and its use, a custodian runs the systems that store it, and a steward maintains its quality and definitions. Only the company's authorized sponsor, such as the owner, CEO, CFO or an authorized representative, can approve a license. IT custodians and admins cannot.
Read → - Data processing agreement vs data license agreement: what a CFO should know
A data processing agreement governs how a vendor handles data on a company's behalf; a data license agreement grants another party rights to use the company's data for stated purposes and a term, usually for payment. They are separate contracts with different reviewers, and a DPA does not create or replace licensing rights.
Read → - Data room index template vs a data licensing inventory: what goes where
A data room index organizes the documents a buyer of the company reviews in diligence. A data licensing inventory describes, as metadata only, which systems hold records, over what years, with what rights and export options, for AI labs and data buyers considering a license. Use each for its own counterparty and keep them separate unless counsel approves.
Read → - Delaware 280 vs 281(b): choosing a dissolution route while assets are still in play
Section 280 is Delaware's court-supervised dissolution route: the company gives notice to claimants, bars late claims and asks the Court of Chancery to set reserves. Section 281(b) is the default: the board adopts its own plan of distribution providing for known, pending and likely future claims. If records may still be licensed, raise it before either is fixed.
Read → - Direct deal with an AI lab vs licensing through an intermediary
A direct deal gives a company full control but leaves buyer access, scoping, rights review, redaction, negotiation, delivery and collection with the company. An intermediary bundles those steps under one all-in price. Mid-sized companies without data or legal teams often find the managed route lighter, but neither route is assured to produce a buyer.
Read → - Direct vs indirect cash flow forecasting: which method fits a mid-sized company?
Use the direct method for short-horizon liquidity, usually a weekly 13-week receipts and disbursements forecast built from invoice-level AR and AP history. Use the indirect method for monthly and annual forecasts that start from projected net income and adjust for working capital. Most mid-sized companies need both: direct near term, indirect beyond.
Read → - Dissolution vs liquidation: how winding up works and who controls company data
Dissolution is the legal step that ends a company's ordinary life under state law; winding up is the process that follows; liquidation is turning assets into cash to pay creditors and then owners, inside or outside bankruptcy. A wound-down company can still qualify to license its records if the data exists and someone retains authority to act for it.
Read → - Dividend recap vs minority recap vs licensing company data: which fits the owner?
A dividend recap and a minority recap differ in who funds the payout: in a dividend recap the company borrows, so the owner keeps all the equity but the company carries debt; in a minority recap an investor buys a stake, adding no debt but diluting the owner. A records license adds neither debt nor dilution, but pays once.
Read → - Dividend recapitalization alternatives: how a one-time data license compares
The main dividend recapitalization alternatives are a fund-level NAV loan, a minority stake sale, a continuation vehicle, a distribution from excess cash and, for companies with deep operational records, a one-time data license. A license adds no debt, sells no equity and does not depend on credit markets, but its size and timing depend on buyer demand.
Read → - Earnouts and seller notes vs upfront payment: where a one-time licensing payment fits
Upfront cash at closing is the most certain payment in a business sale; earnouts and seller notes defer part of the price and tie it to future performance or the buyer's credit. A license of the company's operational records is a separate transaction: paid once, outside the sale price, with ownership retained. Not every company qualifies for one.
Read → - Encrypted drives vs seller-hosted access for large dataset delivery
For multi-terabyte records, encrypted drives suit one-time, fixed snapshots and slow connections, while seller-hosted access suits datasets the company wants to keep in its own environment under its own logs. SourceX never hosts multi-terabyte datasets, so the handover method is agreed with the company and recorded.
Read →
Free resources
- Earnout scenario calculator — Probability-weighted earnout value and its present value.
- Profit margin calculator — Profit and margin across three scenarios.
- Client opportunity brief generator — An editable intro email, summary and checklist.
- All free tools · MCP resource center
By SourceX Partnerships Team · Published 2026-10-09 · Updated 2026-10-09
Know a US company with valuable proprietary data?
Become a referral partner from anywhere we support, get your link and introduce an owner or authorized decision-maker.
Refer a company →I own a business
Explore licensing your company's data to AI developers worldwide. Start a short assessment; no uploads needed.
Start an assessment