BlackLine sets the standard. It also sets the budget and the calendar.
Adopt agents prepare the reconciliations, the payables exceptions and the close inside the systems you already run. A pilot on your own close, judged at day 30.
See it on your own close
30 days
from first demo to a judged pilot
0
systems integrators in the middle
100%
traced to source documents
Pilot scope and targets are agreed in writing before it starts.
Software you run still leaves the close on your desk.
Ownership
Someone has to run the automation
Describing a process to an agent, tending it, and fixing it when a bank changes its statement format: with a software license, that someone is on your team.
Coverage
The integration catalog sets your coverage
Systems outside the catalog stay manual: older ERPs, bank portals, document stores. Those are usually where the close gets stuck.
Accountability
Exceptions land on you, with no one accountable
Every held item still needs a person, and a license does not put anyone on the hook for clearing it by close day.
Approval logic
Approval is all or nothing
A single "a human approves everything" setting means proven, high-volume work still queues for a person every cycle.
Month-end, when only the exceptions need you
Agents pull the statements, match the lines and hand your reviewer a finished run. What lands on your team's desk is the short list below, not the workqueue.
Every held item states the one thing wrong with it, and one cent out is out of balance.
BlackLine vs Adopt AI
BlackLine is the enterprise record-to-report standard, with more than 4,300 customers and controls depth nobody in this category matches. If you run a SOX programme with internal audit and a dedicated systems owner, it is a defensible buy and your auditors already know it. The table below is about a different company: a finance team of two to fifty, several entities, and a close that has to land before the board meeting.
| BlackLine | Adopt AI | |
|---|---|---|
| What you buy | A record-to-report control platform your team configures and operates | The close work itself, prepared and delivered for review, with Adopt's accountants behind the agents |
| Who does the work | The platform matches, certifies and tracks. Your team prepares whatever falls outside the rules | Adopt agents prepare, Adopt's team keeps them running, your team approves |
| Who owns the outcome | Your team, alongside your implementation partner | Adopt, through a pilot with agreed targets and pricing tied to work completed |
| Time to value | An enterprise implementation, typically run through an implementation partner | A pilot on one of your own close tasks, judged at day 30 |
| Built for | Large enterprises with a SOX programme, internal audit and a dedicated systems owner | Finance teams of two to fifty running several entities on NetSuite, Intacct, Dynamics or QuickBooks |
| Scope | Record-to-report and invoice-to-cash across the enterprise | Payables, receivables and the close on one ledger with one audit trail |
| Your systems | Its enterprise integration set | Whatever your team uses today, older ERPs and bank portals included |
| Where your data sits | BlackLine's cloud | Your environment, if you choose: cloud, private cloud or on-prem |
| Pricing basis | Enterprise subscription plus implementation, quoted per programme | Accounting work completed, scoped in the pilot. No seats, no AI credits |
| Best fit | Companies whose primary problem is control attestation at scale | Teams that want the preparation done and delivered, with someone accountable for it |
Comparison based on BlackLine's public materials as of September 2026. Capabilities vary by product and plan. Verify with BlackLine directly.
Trust is a dial, not a leap.
You decide what each agent may do, per entity and per agent. Start at watch, move the dial as the evidence accumulates. Nothing moves up a rung unless you move it.
The agent reads and reports only. Where every new engagement starts.
The agent proposes with evidence and a confidence score. A human accepts every entry. Today's default.
The agent prepares the full action and waits at a gate your reviewer controls.
The agent does the work and records it. For high-volume work you have already watched it do correctly.
Nothing in Adopt can move money.
Adopt cannot send a payment. Approving a bill instructs the system that already pays your vendors.
One cent out is out of balance.
Reconciliation has no tolerance setting, and agents record the statement balance exactly as your bank reported it. A rounded or derived balance would hide the errors reconciliation exists to catch.
It can always show its work.
The system stamps every suggestion, approval and write-back with who did it, when, and on what evidence, in a history no one can edit or overwrite. Your auditors get an answer to any question.
From the teams we work with
I have sincerely appreciated my time spent working with Adopt.
I am often impressed with both their willingness to dive in and absorb the technical subject matter of my industry and their competence in creating a bespoke AI agent solution that works symbiotically with my team’s established workflows.
Dan Kielar, Senior Manager, National R&D Tax Credit Practice, UHY
They say most AI projects fail, but that was definitely not the case here!
Adopt was brought in to develop a fully customized AI solution for our team… The project was an unequivocal success in no small part because of Adopt’s ability to work with us to map our process, take feedback on what was working and what wasn’t, and helping us with what we didn’t know.
Steven Nerat, UHY
Thirty days, not two quarters.
- Day 1
Bring one close task
Agents run it on a simulated version of your workflow while you watch. That demo is the whole ask.
- Weeks 1–4
Pilot on your own close
Agents run at suggest posture. Your team accepts or corrects every entry inside the systems you already use.
- Day 30
Judge the numbers
Review the pilot against the targets we agreed. Move the agents up the ladder, or walk away having lost nothing.
Zero training on customer data
Visit our Trust CenterQuestions finance leaders ask
No, and the timing is useful. Run the pilot on one close task in parallel. Thirty days later you have two sets of evidence from the same month instead of one vendor's projection.
Fair, and for a multi-billion-dollar filer with a mature SOX programme that familiarity is worth real money. What auditors test is evidence, not a brand: every figure traces to its source document, every suggestion, approval and write-back is attributed to a person and a time, and the history cannot be edited or overwritten. Agents never invent a figure.
Yes. Payables, receivables and the close run on one ledger with one audit trail, which is what makes the subledger-to-ledger tie a reconciliation instead of a project.
No. Bank connections are read-only, and Adopt cannot send a payment. Approving a bill instructs the system that already pays your vendors.
That is the profile we serve best. Entities are treated as real ledger boundaries, not tags, and your chart is captured explicitly during setup.
You pay for accounting work completed, not seats or AI credits. The pilot sets the scope and the targets, and the agreement that follows prices the work at that scope. There is no implementation partner in the middle of it, and you see the number before you commit to anything beyond the pilot.
Get the close, not the project.
30 minutes, on your own workflow.
BlackLine is a registered trademark of BlackLine, Inc. Adopt AI is not affiliated with, sponsored by or endorsed by BlackLine. Comparison based on public information as of September 2026.