AI agents for financial operations
New York, New York
Joined May 2022
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Today we're sharing that Entendre has been acquired by @MoonPay.
Three years ago we started with a simple conviction: the way money moves was changing fast, but the way it was tracked wasn't keeping up. Stablecoins were rewriting how businesses spend, earn, and transfer value, and accounting needed to move just as fast.
AI was the unlock. We built for the finance teams already operating at 9 to 10 figure volumes across multi-entity structures, wallets, exchanges, cards, subledgers, and bank accounts, fixing the actual work instead of forcing a rip-and-replace.
MoonPay is building the financial operating system for value: stablecoin-first, headless, agent-ready, institution-focused. It's the direction we were always headed.
For our customers: Entendre continues, now with more resources, faster deployments, and deeper integrations.
More to come. 🌑
Entendre retweeted
Our ability to scale is directly tied to the quality of our internal AI capabilities.
That’s why we built Overlook around how our team works. It collaborates with us in focused Slack code channels, schedules its own follow-ups, and proposes improvements to its own procedures through code review.
We also use frontier models for deep, open-ended work and smaller models for decisions and evaluations.
The goal isn’t to build another agent harness. It’s to give a small team the leverage to do much more.
Entendre retweeted
We built Overlook, Entendre’s internal agent harness, around the way our team works.
Here are four capabilities you can bring to your own harness: code channels, dynamic schedules, self-modification, and decision models.
We built Overlook, Entendre’s internal agent harness, around the way our team works.
Here are four capabilities you can bring to your own harness: code channels, dynamic schedules, self-modification, and decision models.
How well can Jev (by @typesafeai) choose the right category for transactions that need accounting?
We tested it on our previous Crypto Accounting Benchmark (CAB), choosing from 2, 3, or 5 real accounts. Jev averaged 635 ms per successful call, with overall accuracy of 51.7%, 47.5%, and 48.3%, respectively.
With five candidates, keeping only cases with confidence ≥0.75 raised accuracy to 61.5%, covering 39 of 118 tasks.
The charts show both accuracy and how many cases remain at each confidence cutoff. The highest percentages come from the smallest samples.
Every option was a real ledger account from a company’s chart of accounts. The incorrect choices were plausible alternatives for the transaction, not dummy options.
Every shortlist contained the correct account, without identifying it to Jev. This isolates its ability to select the right account when the answer is available.
We scored against the company’s recorded journal entries, using the dataset behind our Crypto Accounting Bench: entendre.ai/research/account…
Research paper: arxiv.org/abs/2609.14811
Public dataset: huggingface.co/datasets/Ente…
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With five candidates, Jev scored 48.3%, numerically above GPT-5.6 Luna (46.3%) and DeepSeek V4 Flash (46.9%). With two candidates, Jev reached 51.7%, equal to Claude Opus 5’s recorded rate and slightly above GPT-5.6 Sol (51.4%) and Claude Sonnet 5 (49.4%).
These compare account correctness on the same tasks, but under different setups: Jev received a shortlist containing the correct answer, while the LLMs generated full journal entries from the complete chart of accounts.
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Entendre retweeted
MoonPay now powers deposits inside @moonshot's own interface.
@kvreem, VP of Applied AI at @moonpay, believes
"You should be able to move money, spend money, spin up cards, trade perps, meme coins, one-to-one stablecoins, whatever it ends up being. And you don't even know it's MoonPay."
xitter.twitterapi.xyz/moonpay/status/2103498…
Entendre retweeted
cross-chain trading on Trust Wallet is now live, powered by MoonPay Trade!
move value across Tron, Ethereum, BNB Smart Chain, Base, Solana, Bitcoin, and Arc
fast, self-custodial, and available today in the @TrustWallet app
Entendre retweeted
The OS for value movement has to run every asset, securities included
BREAKING: MoonPay to acquire North Capital
@norcap is a private-markets infrastructure platform that combines API-first technology and SEC regulated brokerage services, with $8.7 billion in transaction volume, and over 1,250 approved assets for secondary-market trading!
Entendre retweeted
all the cool kids are publishing an Accounting Bench this week
Entendre retweeted
The underlying idea is that Jev is so fast and cheap that instead of one smart model call, you can fire 100-1,000 narrow structured decisions at once.
Jevons Paradox is the claim that making inference radically cheaper will increase total use, not merely lower cost.
OK after 24 hours of prototyping stuff with @typesafeai Jev, I'm realizing ~everything I built could've also just been shipped as Luna calls
Need to really lean into the name (Jevon's Paradox) to use-cases with 100x-1000x more throughput to find the new things this unlocks
Entendre retweeted
"Rent your intelligence but own your data"
@kvreem shares the AI model strategy that every enterprise should adopt
"You should not be locked into one model.
"Let the best model win. There are advantages to both, especially if there's some sort of regulatory capture."
"But you as the enthusiast or as the person in charge of AI outcomes at a company, you should be Switzerland, and you should rent out your intelligence but own your context and own your data."
"That is the challenge a lot of enterprises face, that we actually help with on the back office side on @EntendreAI"
VP of Applied AI @moonpay on the live show today.
Entendre retweeted
Live Thursday, September 17th, at 12:00 PM ET / 9:00 AM PT. The lineup:
- @kvreem, @EntendreAI / @moonpay
- @gaspardlezin, @subyhq
- @jjtoconnor, @realfi_co
- @InderpreetSingh, @D3inc
- @alexsrawitz, @crossmint
- @BTraidman, @HopInnovations
- @gaganmac, @arc / @circle
Drop questions below for the guests and we'll ask them live on the stream.
xitter.twitterapi.xyz/i/broadcasts/1MJgNbPAj…
Entendre retweeted
Introducing Crypto Accounting Bench 💜
