
Kayanda Capital is the liquidity optimization layer for receivables, starting with U.S. government receivables. The Kayanda Liquidity Optimization Engine™ estimates time-to-cash, true cost, and approval odds across participating funding partners, then recommends the lowest-cost route that still meets your cash deadline.
The Kayanda Liquidity Optimization Engine™ is designed to do one thing: recommend the path that turns a receivable into cash by the business's deadline at the lowest estimated total cost among Kayanda's participating funding partners. Five layers work together, and the fifth makes the other four more accurate with every file. Kayanda starts with one market, U.S. government receivables, and one question: what is the cheapest way to turn this government receivable into cash by the date the contractor needs it?
A contractor holding a $500K invoice that needs $200K in 4 days does not need the 1-day offer at $9K if a 3-day offer costs $5K. It also cannot use the 8-day offer at $3K, however cheap. The Engine ranks every eligible option against the deadline first, then against true cost.
Estimates actual time-to-cash by funder, payer, invoice type, and document quality, rather than the advertised timeline.
Normalizes every offer to total dollar cost and estimated effective APR, including fees, reserves held back, and recourse exposure.
Estimates which funding partner is most likely to approve this file, so the business does not lose days on a likely decline.
Recommends the lowest-cost option that still meets the cash deadline and clears the approval threshold. The business makes the final choice.
Records quoted terms against actual funding speed, cost, and repayment outcome. Every closed file recalibrates layers one through four.
| Option | Rank | Time-to-Cash™ (days) | Total cost ($) | Est. APR | Max advance (%) | Approval Prob.™ (%) | Status |
|---|
Quoted terms are public. Realized terms are not. Every file routed through the Outcome Graph™ adds a record of what was promised against what was delivered, a dataset a new entrant cannot buy and can only build with time in market. Funders, factors, brokers, and contractors can contribute anonymized outcomes through the Kayanda Receivables Intelligence Network™.
Kayanda LLC brings government-procurement experience to the receivables-finance workflow. Kayanda organizes contracts, purchase orders, invoices, proof of performance, debtor information, and payment documentation into a standardized Money File™ designed for preliminary capital-partner review.
Kayanda's Money File™ converts fragmented receivable information into a standardized, permissioned package intended to reduce intake friction and improve preliminary funding-partner review. Kayanda assesses preliminary readiness. Funding partners independently verify, underwrite, establish terms, and make all funding decisions.
Every lender in receivables finance underwrites the same thing: the business borrowing the money. That is the wrong question. A receivable is not repaid by the borrower — it is repaid by whoever owes the invoice. The decisive variable is when that payer actually pays, and almost nobody prices it directly.
Federal receivables carry a structural feature commercial invoices do not. Under the Prompt Payment Act (31 U.S.C. §3901–3907), an agency that receives a proper invoice generally must pay within 30 days of receipt or acceptance, or owe automatic interest. Payment timing on that paper is governed by statute and internal process, not by the borrower's balance sheet — which means it can be modelled.
Kayanda scores five inputs on a 0–1000 scale and returns a tier, an estimated payment window, an indicative advance band, and reason codes explaining every point lost. Kayanda takes no credit risk and makes no funding decision. The score is an input that funding partners may use inside their own independent underwriting.
Scoring runs on the file Kayanda already builds. No extra work for the applicant, no new data collection, no separate product to sell.
Funded, declined, priced at what advance rate, paid on what day. Each closed loop is a labelled training example against the score that preceded it.
Observed payment behaviour updates the payer's own curve. The next business invoicing that same agency or prime is scored more accurately than the last.
Your Money File™ is built, scored, and routed the moment you submit — no waiting on a review queue. Nothing here is a financing commitment, and nothing is shared with a funding partner until you authorize it below and choose to continue.
Kayanda provides standardized, permissioned receivables files intended to reduce intake friction, improve preliminary review quality, and create access to specialized government-contractor and B2B distribution.
A referral business has no moat — the fee is one-time, the relationship is non-exclusive, and anyone with a landing page can compete for the same borrower. Kayanda's strategy is to keep origination as the entry point and build two assets underneath it that get harder to copy every month they run. Both are stated here as the design of the business and its intended trajectory, not as completed positions.
The same origination produces two completely different businesses depending on where the value is captured. This is the structural argument for building the layer rather than expanding the referral desk.
Score a receivable inside your own intake in one request. Every query returns the same tier, payment window, advance band, and reason codes the Kayanda site produces — and every outcome you report back sharpens the Payer Graph™ for everyone querying it.
curl -X POST https://www.kayandallc.com/api/v1/score \
-H "X-Api-Key: kc_live_…" \
-H "Content-Type: application/json" \
-d '{
"payer": "fed",
"mechanism": "assign",
"documentation": 90,
"days_past_terms": 5,
"concentration": 30
}'
{
"score": 866,
"tier": 1,
"tier_label": "High payment certainty",
"advance_band": "85–92%",
"estimated_payment_window": { "min_days": 12, "max_days": 25 },
"reason_codes": [
{ "code": "P1", "impact": 0,
"text": "Federal payer under the Prompt Payment Act …" },
{ "code": "M1", "impact": 60,
"text": "Assignment of Claims filed …" }
],
"model": { "version": "1.0-calibration", "status": "in_calibration" }
}
This is Kayanda's intended origination workflow. It describes the design of the engine, not a claim that every step already runs automatically today.
A structured review for fintechs, lenders, payroll platforms, and factoring companies evaluating instant or stablecoin-enabled settlement. This is a separate enterprise engagement, not part of the invoice-advance flow above.
Payment-stack assessment, stablecoin-use-case analysis, compliance and risk-gap review, instant-payout architecture, vendor and partner requirements, implementation roadmap, and executive briefing.
Your Money File™ is not shared with a funding partner until you authorize it in the intake form above. See Kayanda's privacy policy for how Kayanda approaches data handling more broadly.
POST /api/v1/score using an X-Api-Key header. A free developer key (100 queries a month) is issued instantly from the API section; Growth and Scale plans issue keys automatically on checkout. The OpenAPI spec is at /api/v1/openapi.json.No obligation to accept. Funding is determined by the funding partner and is never guaranteed.
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