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Stuut

Stuut Technologies · Stuut: AI Agents for B2B Collections, Cash Application and Order-to-Cash

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Stuut is an AI coworker for B2B accounts receivable: its agents chase unpaid invoices by email, SMS and voice, log into customer portals, match incoming payments to invoices, build the case on disputes and deductions, and post the results back to your ERP. It is aimed at mid-market and enterprise finance and AR teams with high invoice volumes, sold mainly through demos; a self-serve beta page also lists collections plans priced by monthly invoice volume.

PricingPaid
Setupmedium
Runs onWeb
Open sourceNo
DocsNo
CategoryFinance
Accounts ReceivableCollectionsCash ApplicationOrder-to-CashDisputes and DeductionsB2B PaymentsERPVoiceEmailAutonomous AgentHuman-in-the-LoopEnterprise

Best for

Mid-market and enterprise B2B finance and AR teams with high invoice volumes, many small accounts, multiple entities or ERPs, and heavy remittance and deduction work, who want an agent to do the outreach and matching rather than another worklist

Not ideal for

Consumer debt collection (Stuut says it is not a collections agency), very small businesses with a few dozen invoices a month, teams that need published enterprise pricing or a public API, and companies not willing to let an AI agent contact customers in their name

Who it's for

Accounts receivable, collections, cash application and order-to-cash teams at mid-market and enterprise B2B companies

Capabilities

  • Collections agent that scores every open account by payment history, aging, behavior and risk, deprioritizes customers who reliably pay in a predictable window, and works the rest
  • Outreach by email, SMS and AI voice calls in multiple languages, plus logging into customer AP portals; message, timing and escalation adapt to each reply
  • Tracks every call, email, text, portal visit, promise-to-pay and broken promise per account in one record
  • Cash application that reads remittance from PDFs, emails, spreadsheets, lockbox files, portals and bank data, matches payments across entities, currencies and customer hierarchies, and posts cash to the ERP the same day
  • Handles short-pays, overpayments, splits and deductions during matching, routing unresolved exceptions to your team with payment details, customer history and a recommended action
  • Invoice-scoped payment links in every collections message, with a hosted ACH or card checkout, routing across the processors you already use, and smart retry on failed payments
  • Disputes and deductions agent that captures claims from remittances, bank files, portals and email, categorizes them against your reason codes, matches them to contracts, pricing agreements, BOLs and PODs, and resolves or builds the case to contest
  • Coming soon according to the homepage: an order management agent that validates customer orders against pricing and terms, and a credit agent that recommends credit terms from creditworthiness and payment history
  • Configurable autonomy per channel and customer segment, from human review on every message to autonomous outreach inside your rules
  • Playbooks: one place for payment terms by segment, reason codes, escalation contacts, cadences and exception policies, with agent-suggested edits your team approves
  • Ask Stuut, a plain-language analyst over your live receivables data that shows the invoices behind each answer
  • Stuut Shield privacy vault that tokenizes sensitive PII, with a bring-your-own-key option and data deletion by revoking the key

Limitations

  • No public pricing for the main enterprise product; access starts with a demo, and the 90-day pilot is a paid term for companies with $100M+ in annual revenue
  • The collections page says Stuut is built for B2B companies with $100M or more in annual revenue and complex receivables; the cheaper self-serve signup is a beta with limited spots, its page is not linked from the main site navigation, and its plan buttons lead to a signup form
  • The self-serve tiers cover collections and list autonomous email and SMS outreach; AI voice calling, cash application and disputes and deductions agents are not listed in those plans
  • Order management and credit are marked as coming soon on Stuut's homepage, although the Series B post and some press releases describe them as already part of the platform
  • No public product documentation, API reference or developer docs are published; the integrations page currently has no listings
  • The AI models behind the agents are not disclosed
  • No self-hosted deployment is documented
  • Asked whether customers will know they are talking to AI, Stuut's self-serve FAQ says only that outreach goes out under your company name and brand and that you approve tone, cadence and escalation
  • Stuut's Payment Agent Authorization Addendum appoints Stuut as the customer's limited payment collection agent: payments your customers make to Stuut count as paid to you, and Stuut remits funds once it receives them, so review how funds flow before rollout
  • DSO, cash-flow, automation-rate and customer-count figures are Stuut's own claims and have not been independently verified

Use cases

  • Working the long tail of small and mid-size B2B accounts that a collections team never gets to, by email, SMS and phone
  • Calling customers about invoices that are about to go overdue, with full account context, and logging any promise-to-pay
  • Matching a lockbox file or bank feed full of short-pays and unremitted payments to open invoices and posting the result to SAP, Oracle, NetSuite or Dynamics the same day
  • Investigating a batch of retailer deductions: pulling the POD and pricing agreement, separating valid claims from invalid ones, and building the package to dispute the rest
  • Following up on invoices that sit in customer AP portals as part of the collections cadence, without a person logging in to each portal
  • Running collections consistently across many branches or entities that sit on different ERPs

Our take

Stuut's pitch is that AR software has long been good at telling a collector which invoice to chase and bad at chasing it. Its agents send the email, place the call, log into the portal, apply the cash and build the deduction case, and keep the context from one step to the next, which is where traditional point tools hand work back to people. That makes it most interesting for companies with a long tail of accounts and messy remittance, where human attention is the real limit. The open questions are commercial and reputational rather than technical: enterprise pricing is only available through sales, the public documentation is thin, and an agent that phones your customers in your name needs agreement on tone, disclosure and escalation from sales and customer success, not just finance. Start with human review on a low-risk segment, as Stuut itself suggests, and judge it on your own DSO and exception rates rather than the vendor's averages.

Who should use it

Controllers, AR managers, credit and collections leads and order-to-cash owners at B2B companies with thousands of invoices, many small or mid-size accounts, multiple entities or ERPs, and a backlog of unapplied cash or deductions, who want an agent to execute the routine work while their team handles strategic accounts.

Who should skip it

Consumer-facing businesses collecting personal debts, small companies with a handful of invoices a month, teams that require published pricing, a public API or self-hosting, and organizations whose customer relationships rule out AI-led phone and email outreach.

Strengths

  • Does the outreach and matching itself rather than producing worklists for collectors
  • Covers email, SMS, AI voice and customer portals, with context carried across collections, payments, cash application and disputes
  • Autonomy is configurable per channel and customer segment, and every action is logged
  • Works on top of SAP, Oracle, NetSuite, Dynamics and Sage without replacing the ERP
  • Bring-your-own-key encryption option for teams with strict data requirements
  • A self-serve beta publishes prices for smaller invoice volumes

Weaknesses

  • Enterprise pricing is not published, and Shield encryption is priced as a percentage on top of the platform fee
  • Built primarily for companies with $100M+ in revenue
  • No public documentation or API
  • AI models are not disclosed
  • Results and autonomy figures are vendor-reported
  • Order management and credit agents are still marked as coming soon on the homepage

Stuut pricing

Starter (self-serve beta)

$299

Billed monthly

  • Up to 250 invoices per month
  • Autonomous email and SMS outreach
  • Accounting integration
  • Payment links and self-serve portal
  • Email support

Growth (self-serve beta)

$749

Billed monthly

  • Up to 1,000 invoices per month
  • Everything in Starter
  • Custom dunning and escalation rules
  • Dispute and promise-to-pay tracking
  • Shared inbox for the AR team

Scale (self-serve beta)

$1,900

Billed monthly

  • Up to 5,000 invoices per month
  • Everything in Growth
  • Multi-entity and multi-currency
  • ERP write-back and reconciliation
  • Named onboarding specialist

Enterprise

Custom

  • For more than 5,000 invoices a month or multiple entities
  • Sales-led, starting with a demo
  • Paid 90-day pilot for qualifying companies with $100M+ in annual revenue, with no 12-month contract up front

Note: The self-serve tiers come from a beta signup page with limited spots that is not linked from the main site navigation, and its plan buttons lead to a signup form, so treat them as beta pricing that may change. Stuut says tiers can be changed or cancelled any month with no exit fee. Stuut Shield is priced on top of the platform fee: Shield Standard adds 10% and Shield BYOK (bring your own key) adds 20%. Stuut is also available through Microsoft Marketplace as an Azure benefit-eligible offer.

Technical specs

Modalities

text, voice

Where Stuut excels

Covering the long tail of small accounts

Collectors focus on the largest balances, so small invoices age unattended; Stuut can work thousands of accounts at once and leave strategic accounts to people.

Clearing unapplied cash after a lockbox or bank file arrives

Remittance often arrives separately from the payment and in many formats; Stuut reads it, matches across entities and currencies, and posts to the ERP the same day, routing only the exceptions it cannot resolve.

Contesting invalid customer deductions

Stuut pulls the invoice, contract, BOL and POD behind each deduction from email threads and checks the claim against them, so invalid deductions surface with the evidence attached.

How Stuut fits alongside other tools

Stuut and SAP Joule

SAP Joule is SAP's assistant and agent layer inside SAP cloud applications, including an Accounts Receivable Assistant that prioritizes collections work and recommends next actions. Stuut is a separate AR product that connects to SAP and other ERPs and itself contacts customers by email, SMS and phone and applies cash. SAP customers might use Joule across finance and supply chain and Stuut for outreach and cash application.

Stuut and Ari

Ari by cfo.ai builds forecasts, scenarios and board reporting from read-only connections to your financial systems. Stuut does the operational receivables work of collecting and applying cash. A finance team could use Ari to model cash and Stuut to bring it in.

Frequently asked questions

What does Stuut do?

Stuut runs accounts receivable work with AI agents. It contacts customers about open invoices by email, SMS and phone, works their AP portals, sends invoice-scoped payment links, matches incoming payments to invoices and posts them to your ERP, and investigates disputes and deductions against your contracts and shipping documents. Its homepage also lists order management and credit agents, both marked as coming soon.

Does Stuut contact customers without approval?

Only if you let it. Stuut says you decide who it contacts, how often, on which channels and what needs approval, and that autonomy can be set per channel and per customer segment. It says most teams start with human review on everything and then allow autonomous outreach for lower-risk accounts. Outreach goes out under your company's name and brand.

How much does Stuut cost?

The main product is sold through a demo with custom pricing. A self-serve beta page for collections, with limited spots, lists Starter at $299/month for up to 250 invoices, Growth at $749/month for up to 1,000 and Scale at $1,900/month for up to 5,000, with enterprise pricing above that. Stuut Shield adds 10% (Standard) or 20% (bring your own key) to the platform fee, and a paid 90-day pilot is offered to qualifying companies with $100M+ in revenue.

Which ERPs does Stuut work with?

Stuut says it integrates with SAP, Oracle, NetSuite, Microsoft Dynamics 365 and Sage, plus Gmail, Outlook, Salesforce, telephony and SMS providers, banks, lockboxes and payment gateways. Data can also come in by file sync or, for some customers, Snowflake data sharing. It sits alongside the ERP rather than replacing it.

Is Stuut a collections agency?

No. Stuut says it is software your own AR team uses: it does not take ownership of the debt, and everything it does happens under your company's name and follows your credit and collections policy. It is built for B2B receivables, not consumer debt.

Is Stuut SOC 2 compliant?

Stuut's self-serve page says it is SOC 2 Type II, with encryption in transit and at rest and scoped read/write access to the AR objects it needs; its payments page adds SSO/SAML and says card data is handled by PCI-compliant processors rather than stored by Stuut.

How long does it take to set up Stuut?

Stuut says most customers are live in 3 to 5 days, connecting to the existing ERP with no data migration. For the self-serve beta, Stuut says setup happens in the browser and outreach can begin the same day.

How is Stuut different from HighRadius or Billtrust?

In Stuut's own comparison, tools such as HighRadius and Billtrust run rule-based matching and template-driven, email-led collections that an AR team configures and works, while Stuut's agent conducts the outreach itself across email, SMS and AI voice and learns from the team's decisions on exceptions. This is the vendor's positioning; compare match rates and exception handling on your own data.

Integrations & fit

SAPOracleNetSuiteMicrosoft Dynamics 365SageSalesforceGmailOutlookSnowflakeFiserv Commerce Hub
Good fit forStartup / small team, Enterprise
Pricing modelPaid· Paid subscription required
See pricing on Stuut →

About Stuut

Stuut, based in New York and founded in 2024, started as an AI collections agent and has since widened into what it calls order-to-cash: the work between a customer placing an order and the cash landing in the right ledger. The product is a set of connected agents. The collections agent scores every open account by payment history, aging and risk, then calls, texts and emails customers and works their AP portals, adjusting message, timing and channel as replies come in and logging every touch, promise-to-pay and broken promise. The cash application agent reads remittance from PDFs, emails, spreadsheets, lockbox files, portals and bank data, matches payments to invoices across entities and currencies, works short-pays, overpayments and splits, and posts cash to the ERP the same day. The payments agent puts an invoice-scoped ACH or card payment link into every message, and the disputes and deductions agent ties each claim to its invoice, categorizes it against your reason codes, pulls contracts, BOLs and PODs out of email threads, and either resolves it or builds the package to contest it. Stuut's homepage also lists an order management agent that checks orders against pricing and terms and a credit agent that recommends credit terms, but marks both as coming soon. What sets Stuut apart from rule-and-template AR software is that the agent does the outreach and the matching itself instead of handing a worklist to a collector, and that context carries across steps: the agent that writes the dunning message also generates the payment link and applies the cash. Control is set by the customer. Stuut says you decide who it contacts, how often, on which channels and what needs approval, that autonomy can be set per channel and per customer segment, and that most teams start with human review on everything before opening up autonomous outreach on lower-risk accounts. Playbooks hold your payment terms, reason codes, escalation rules and cadences in one place, and the agent proposes Playbook edits for your team to approve when it spots a pattern. Every action is logged. Stuut connects to SAP, Oracle, NetSuite, Microsoft Dynamics 365 and Sage, plus email, CRM, telephony, banks and payment processors, and says most customers are live in 3 to 5 days without replacing their ERP. Stuut Shield adds a tokenized PII vault, with an optional bring-your-own-key tier. On October 7, 2026 Stuut announced a $52.5M Series B led by Insight Partners with Andreessen Horowitz, M12 and Activant, and said more than 150 companies use it and over $3 billion has moved through the platform; those figures, like its DSO and cash-flow results, are Stuut's own. The tradeoffs: enterprise pricing is not published, the collections page says the product is built for companies with $100M+ in annual revenue, there are no public product docs or API, the AI models are not disclosed, and an agent that phones and emails your customers in your name is a decision that needs sign-off from more than the AR team.

Updates from Stuut

New FeatureStuut expands from collections to order-to-cash

Stuut announced it was moving beyond collections to the wider order-to-cash process, with new features around SMS, cash application and disputes, and an agent that learns exceptions to your policies as people intervene.

New FeaturePlaybooks for teaching Stuut your AR process

Stuut introduced Playbooks, a single place to define payment terms by segment, reason codes, escalation rules, cadences and exception policies. The agent proposes Playbook edits, such as a customer's real payment timing, for the team to approve.

IntegrationPartnership with Fiserv

Fiserv announced a strategic partnership under which its Commerce Hub payments platform will serve as the payment processing foundation for Stuut, and its SnapPay order-to-cash solution will integrate Stuut's automation for eligible enterprise customers.

MilestoneM12 investment and Microsoft Marketplace availability

Stuut announced an investment from M12, Microsoft's venture fund, availability as an Azure benefit-eligible offer on Microsoft Marketplace, and acceptance into the Microsoft for Startups Pegasus Program.

MilestoneStuut raises a $52.5M Series B

Stuut announced a $52.5M Series B led by Insight Partners, with Andreessen Horowitz, M12 and Activant, and said it will use the round to go deeper into credit, lending and the movement of funds.

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