Concept preview · Receivables intelligence for education

Moving money is a commodity. Knowing what to collect, when, and how is not.

Atenea sits above your payment rails, bank, ERP and SIS. For every payer and every period it designs the obligation: the amount, the timing, the instrument and the incentive that bring cash in on time at the lowest total cost, without pushing students out.

Request a private preview Why collections is the expensive answer

Rail-agnostic Deterministic money Every decision measured

RECEIVABLES ENGINE · SPRING TERM WEEK 7 GAP

Cash gap to close $4.80M left

Blended cost so far 0.0% vs. 12.3% collections-first

Payer-level decisionsEach obligation gets the lever that is cheapest for this payer. Not a blanket campaign.

Illustrative scenario

Sits above the rails and systems you already have

CARDSSPEICASHANY PSPBANKSERPSISCRMLMSATENEA

The liquidity problem

Every term the cash gap arrives. The default answer makes it worse.

13-WEEK CASH · BASE

Peak gap$4.8M

Collections spend$0

Students lost0

Future tuition lost$0

Illustrative figures

01
Tuition lands late, payroll does not.Weeks 5–9 open a gap the treasury has to close somehow.
02
Collections is the only lever the institution controls.Calls, agencies, enrollment holds. Cash comes in, later than needed.
03
Students leave over balances smaller than their remaining tuition.A semester-2 student who drops over $15k takes six semesters with them.
04
Next term the gap is bigger.The cost of collections never shows up in the P&L. It shows up in enrollment.

Price every lever

Collections looks cheap. It is usually the most expensive lever.

There are at least six ways to close a gap. Only one of them is priced honestly in most institutions. Atenea prices all of them, including the students lost along the way.

Gap to close$10.0M · 8 weeks

Collections-firstCalls, agencies, enrollment holds

$0.35M +18 students lost × remaining tuition

Blanket early-pay discount2% to every payer, including those who paid early anyway

$0.90M

Receivables factoringSell future tuition flows

$0.40M

Card installments (MSI)The issuing bank finances the payer; you get cash now

$0.45M

Targeted early-pay offerOnly where predicted uplift beats discount leakage

$0.32M

Credit lineInterest and fees, 8 weeks

$0.25M + covenant and availability risk

Visible in the P&L Hidden: dropouts, risk true cost = visible cost + students lost × remaining tuition

The decision engine

One obligation, one payer, one designed decision.

A campaign treats every payer the same. Atenea looks at four things for each obligation and picks the cheapest lever for that payer, that week. Select a payer to see the decision.

01Institution cash curvePayroll and fixed costs vs. the tuition calendar

02Payer behaviorEarly, on time or late; response to offers; instrument on file

03Cost of each leverDiscount, installment fee, credit rate, collection cost

04Student value at riskRemaining tuition × probability of leaving

DECISION · OBLIGATION #4821 MEASURED

What Atenea sees

Cheapest lever for this payer Do nothing

Cost of cash0.0%

Rejected for this payer

The model never touches money.

Balances, allocations and forecasts are deterministic. AI interprets intent, selects tools and explains results.

Every lever competes on the same unit.

Annualized cost of cash. A 2% discount 60 days early costs 12.4% a year. A card installment fee, a credit line and a lost student are priced the same way.

No decision counts until it is measured.

Holdouts and staggered rollout. Uplift, not response rate. If the offer went to someone who would have paid anyway, that is leakage, not success.

The foundation

None of this works on numbers that disagree. So Atenea starts by reconciling them.

ERPReceivables$12.4M

SISEnrolled8,214

BANKDeposits$11.9M

PSPSettled$12.1M

CRMLeads1,120

LMSActive this week71%

ATENEA INSTITUTIONAL GRAPHRECONCILED

Reconciled receivables: $11.88M
Received, not applied: $0.52M
Students blocked in error: 37
Strong students, payment friction: 87

Illustrative figures

01ERP, SIS, bank and PSP each report their own truth.
02Atenea resolves who the payer is, who the student is, and what was actually paid.
03Unapplied payments and wrongful holds surface in week one. That alone pays for the pilot.

Governed by architecture

Private by design. Deterministic where money is involved.

Identity, policy, minimization and audit sit between every question and every data source. The model receives only the evidence needed to explain an authorized, already-computed result. Your data never becomes someone else's training set.

01Tenant and role-aware authorization before any query runs 02Parameterized business tools over MCP, never arbitrary SQL 03Immutable raw history and per-attribute source of truth 04Model of your choice: managed, yours, or self-hosted 05Human review on any action with consequences for a student

MODEL GATEWAYPOLICY ENFORCED

User intent“How do we close the week 7 gap without holds?”

Identity verified Scope authorized Context minimized

OPTION AInstitution modelClient-controlled

OPTION BAtenea private modelSelf-hosted

OPTION CEnterprise modelApproved provider

Structured evidenceSources · freshness · calculation · confidence

Where this goes

Software is the way in. The decision layer is the business.

Once the engine predicts, with evidence, what will be paid and when, it is holding underwriting-grade data. That opens a second business. We enter with the first.

1NOW

Receivables truth

Reconcile SAFE, SIS, bank and ERP. Surface unapplied payments and wrongful holds. Certified accounts receivable by campus and program.

Weeks, not quarters
Pays for itself in recovered cash

2NEXT

Liquidity engine

13-week cash forecast. Every lever priced. Payer-level offers, installments and backstop credit, measured against holdouts.

Targeted early-pay at the next enrollment cycle
Student-friction queue, not collections

3LATER

Funding marketplace

Predictable, reconciled receivables become fundable. Partners price the residual gap on Atenea's evidence, under a separate legal and regulatory structure.

Rail-independent, PSP-independent
Extends to any payer ≠ beneficiary flow: clinics, gyms, property

“The rail is where the money moves. The decision is where the value is.”

Founding partners

Bring us one term of data. We will show you what collections really cost.

We are opening a small number of private working sessions with universities, education groups and financial partners. No generic deck: your receivables, your gap, your levers.

One institution, one campus, three sources.Read-only. Nothing written back to your systems.