Parlay · the conversation stack for lending

Every conversation, parlayed into a closed loan.

Agentic where it engages. Analytical where it listens. Deterministic where it must be. One borrower conversation — initiated, understood, securely completed, and written back to your CRM without a handoff falling through.

Learn more Watch it work All it needs: your recordings + CRM access
0+
1003 fields per conversation
0%
conversations critiqued · human & AI
0
channels · one intelligence
0
seats required to scale
4,211,392 conversations processedp50 extract 1.84sCRM append <2suptime 99.98%
JM
Jordan M.
LO's actual line · per-lead sender resolution
CIA · live telemetrylive
Channel
Decision
Intent
Fields
File
Export
Watch Dog · standing by
CRM recordidle
Mary N.
LEAD #48211 · CASH-OUT INQUIRY
Loan purpose
Est. balance
Property value
Cash need
Annual income
Next step
Callback window
Field append, live. Extracted values write to the record as the conversation happens — your CRM, your fields, no re-keying.

CEA engages · SLS captures inside the thread · CIA reads every word — and appends it

Why this exists

Loans don't die in the LOS. They die in the conversation.

Every lending funnel leaks in the same four places — and none of them show up on a dashboard, because the evidence is trapped inside calls nobody re-listens to and threads nobody re-reads. Parlay exists to refund those leaks.

Leak 01

Data dies on the call

The borrower said her income, her balance, her timeline. Twenty minutes later, none of it is in the CRM — and the next touch starts from zero.

Refunded: 50+ fields appended live, every conversation. No re-keying, no memory tax — every file starts complete.

Leak 02

Follow-up lags intent

Intent decays in hours. Follow-up happens in days — whenever a human gets back to the queue. The gap is where competitors win the borrower.

Refunded: CEA engages in minutes, autonomously, on every thread — and never forgets one.

Leak 03

Files stall at PII

"I'll grab your SSN on the next call" is where applications go to die. Every deferred field is a re-contact that may never connect.

Refunded: SLS captures it inside this conversation — more credit-pullable files per lead means more funding opportunities from the same spend.

Leak 04

Coaching arrives too late

QA samples 2% of calls, a week later. The other 98% — human and AI — repeat the same misses with nobody watching.

Refunded: every conversation critiqued same-day; winning language promoted to the whole floor via Prompt Lab. Conversion compounds monthly.

$14M+
recoverable pipeline surfaced per ~4K weekly calls — flagged declines × historical recovery rate × avg loan
Minutes
speed-to-follow-up, down from days — on every lead, not just the ones a human remembers
1 loan ≈ 6 mo
one incremental funded loan (~$8K gain-on-sale at avg balance) covers roughly six months of Parlay at 10K convos/mo

Illustrative model — the mechanics are fixed, the magnitudes are yours. Plug your volumes into the calculator in Pricing below.

The honest definition

"Agentic" is the most abused word in software. Here's the test — and only one third of Parlay passes it.

An agentic system pursues a goal by sensing, deciding, acting, and adapting — without a human directing each step. We hold our own architecture to that definition, because a system where everything is autonomous is a system you can't trust with a mortgage.

Deterministic

SLS

Secure Link Service · in the conversation
Pursues a goal?No — runs a procedure
Decides on its own?Never
Acts on its own?Only when invoked
Adapts?By design, no

And that's the point. At the PII layer, creativity is a liability. One audited procedure, identical every time — no model ever touches the sensitive fields.

Analytical

CIA

Conversation Intelligence · every channel
Pursues a goal?Understands one
Decides on its own?Recommends
Acts on its own?Zero borrower-facing actions
Adapts?Models improve · doesn't self-direct

Read access to everything, write access to nothing borrower-facing. CIA perceives every conversation and reasons deeply — then informs the humans and the agent. It never sends.

Agentic

CEA

Engagement Agent · autonomous
Pursues a goal?Advance the borrower
Decides on its own?Who · when · what · channel
Acts on its own?Initiates & follows up
Adapts?Reads replies · adjusts · escalates

The only one allowed to act — inside guardrails it cannot cross. Autonomy is earned by the architecture around it, not claimed by the word in front of it.

One agent acts. One intelligence watches everything — including the agent. One service handles what neither should ever improvise. That separation is the safety model.

CEA · the engagement agent

Fully agentic engagement — first touch and every follow-up.

CEA doesn't wait for a human to say "send." It decides an aged lead is worth re-opening at 9:14am local, composes the message for that borrower, sends it from the loan officer's actual line, reads the reply, and runs the thread — handing off to a human the moment the conversation earns one.

Replaces · SMS chat platforms · next-best-action engines · bulk drip tools · a prompt-engineer hire

Sense

  • Lead state — stage, age, prior thread history
  • CIA signal — last-conversation intent & next step
  • Consent gates — honored before any send
  • Timing — local hour, quiet windows, cadence position

Decide

  • Engage or wait — and which lead, in what order
  • Channel — SMS or email, per borrower
  • Message — composed per lead, sized to stated need
  • The SLS moment — when the thread is ready for the secure link

Act

  • Sends — from the LO's real line, per-lead resolution
  • Initiates cold & re-engagement; follows up mid-thread
  • Drops the secure link into the live conversation
  • Escalates — hands hot threads to the human LO

Learn

  • Replies & outcomes feed the next decision
  • CIA's QA of CEA's own threads closes the loop
  • Prompt Lab — talk tracks tuned from what converts
  • Cadence self-adjusts per cohort performance
Autonomy inside guardrails — what CEA cannot do Watch Dog compliance pass on every message before send Approval-bound knowledge base — no off-script claims Consent flags are hard stops, not suggestions Never touches PII — that moment belongs to SLS Escalation triggers route real intent to a human
CIA · conversation intelligence

Every conversation, every channel — human or AI.

CIA is the analytical layer over the entire conversation surface: loan officers on the phone, AI voice agents dialing at scale, SMS threads — including the ones CEA writes — and email. One corpus, one intelligence, four audiences.

Replaces · call-analytics suites · conversation-QA platforms · call-tracking tools · manual call-review hours

Human voice

LO calls

Per-call scorecard, defining moments with audio clips, prescriptive scripts, do-now actions — plus a manager review with a 1:1 agenda and one focused coaching ask.

AI voice

Voice agents

The same forensic ear pointed at the machines: dial → contact → transfer cadence analysis, script adherence, vendor QA. Your AI callers get coached too.

SMS

Every thread

Intent, sentiment, and field extraction across text — including CEA's own output, audited turn by turn.

Email

Every reply

Engagement and intent signal pulled from the slowest channel, fused into the same borrower timeline as voice and SMS.

The analytical layer audits the agentic one. CIA QAs every thread CEA runs — autonomous engagement with a permanent, independent witness.

SLS · secure link service

The secure moment inside the conversation.

Every borrower conversation eventually reaches the fields that can never ride a recorded line or sit in an SMS: SSN, date of birth, authorizations. SLS is that moment, handled — a hardened link dropped into the live thread or sent mid-call. The borrower never leaves the conversation. The PII never enters it.

Replaces · PII read over recorded lines · paper authorization forms · "I'll email you a form" friction

  • SSN + DOB capture through a one-time, single-purpose link
  • Credit & card authorization collected and logged with the file
  • VOEs & VORs — employment and rent verifications requested and returned through the same hardened channel
  • Field-level encryption + KMS · isolated, hardened service posture
  • No model in the path — deterministic, auditable, identical every time
  • Compliance by construction — sensitive data is kept off the recording and the thread, not flagged after the fact
The moment, in the thread
To lock your quote I just need to verify a couple details — sending a secure link, takes about a minute.
Secure verificationSSN · DOB · credit authorization
field-level encrypted · single use · expires 15:00
done ✓
The conversation continues. The recording and the thread contain a link — never the data. CIA marks the file complete; the quote goes out two minutes later.
The artifact

One file, two renderings.

CIA extracts the application out of the conversation, SLS completes the fields the conversation can’t carry — and the result exists twice: a human-readable file for review, and a MISMO 3.4 payload your LOS ingests in one click.

Secure verification
sent in-thread · single-use link · SLS
expires 14:32
Social Security number•••-••-6841
Date of birth•• / •• / 1979
Credit authorization✓ authorized
field-level encrypted · values never touch the SMS thread or the call recording
↓ merges into the file — sourced & logged
Uniform Residential Loan ApplicationMISMO 3.4 · ready
BorrowerMary N. CIA
Loan purposeCash-out refinance CIA
Est. balance$210,000 CIA
Annual income$96,400 CIA
EmploymentRN · 11 yrs CIA
SSN•••-••-6841 SLS
DOB••/••/1979 SLS
Credit authCaptured & logged SLS
export: urla_mary_n.xmlconfidence-gated · human-reviewed
CIA heard in the conversation SLS captured through the secure link
1
Extract 50+ fields from the conversationincome · employment · assets · liabilities · property · loan type
2
Confidence-score every fieldlow-confidence values gated for human review before the LOS of record
3
Complete with SLSSSN, DOB, authorizations & VOE/VOR merged from the secure channel
4
Serialize to FNMA MISMO 3.4 XMLnatively ingested by major LOS platforms — one click, optional API push
urla_mary_n.xml — FNMA MISMO 3.4source + confidence on every field
<!-- urla_mary_n.xml · MISMO Reference Model 3.4 · excerpt -->
<MESSAGE MISMOReferenceModelIdentifier="3.4.032420160128">
  <LOAN><TERMS_OF_LOAN>
    <LoanPurposeType>Refinance</LoanPurposeType>
    <RefinanceCashOutDeterminationType>CashOut</…> <!-- src: CIA · conf 0.97 -->
    <BaseLoanAmount>255000</BaseLoanAmount> <!-- balance + cash need -->
  </TERMS_OF_LOAN></LOAN>
  <PARTY><INDIVIDUAL>
    <FirstName>Mary</FirstName><LastName>N.</LastName>
    <CurrentIncomeMonthlyTotalAmount>8033</…> <!-- src: CIA · "about $96k" -->
    <TaxpayerIdentifierValue>•••••6841</…> <!-- src: SLS · encrypted at rest -->
    <BorrowerBirthDate>••••-••-••</BorrowerBirthDate> <!-- src: SLS -->
  </INDIVIDUAL></PARTY>
</MESSAGE>
<!-- imports clean into Encompass · Calyx · Byte -->
The round trip

One conversation, one circuit.

CALL INTEL ENGAGE SECURE FILE OUTCOMES FEED THE NEXT DECISION
Connect

Two connections. Days, not months.

All Parlay needs is access to your CRM and your call recordings. Everything else — telephony, sending rails, the LOS handoff — plugs into the loop without a rip-and-replace.

Telephony serviceHuman or AI voicecalls & recordings in
The bridgeParlaytranscribe · extract · engage · critique
CRMYoursfields appended live
+
LOSYoursMISMO 3.4 file out

Two credentials, one bucket. Recordings land via S3 or SFTP; CRM keys grant read + write. Pulse is live in days — autonomy follows on your schedule, week by week.

CRM
RelCuSalesforceVelocifyTotal Expert
Telephony
Five9Any dialer · human or AI
LOS
EncompassCalyxByte
Your stack
API & webhooks · days, not quarters
Pricing

Priced on conversations. Not seats.

Per-seat tools get more expensive every time you hire. Parlay scales with the work — your costs track conversations, every seat is free, and you control the blended rate.

You decide what gets intelligence.

Not every conversation deserves a forensic pass. The Intelligence Router lets you write the rules: which conversations get a fast triage summary, and which get the full three-artifact treatment — scorecard, manager review, drafted follow-up. Your rules set your blended price.

Ifpaid lead · call > 2 min→ Full
Ifvoicemail · dead air · < 20 sec→ Triage
Ifintent ↑ detected mid-thread→ Upgrade live
IfAI-voice vendor call→ Triage + cadence stats
Your blended rate · live
$0.13
blended / conversation · intelligence
$3,275
est. monthly · Pulse
$0.13
all-in / conversation · this tier
The honest math — what it costs us vs. what you pay
Triage pass
~$0.03 cost → $0.08 price · ~63% margin
Full pass
~$0.08 cost → $0.25 price · ~68% margin
Engaged lead
~$0.05 cost → $0.40 price · ~85% margin · on your sending rails

Default model: your telephony, your CRM’s SMS & email rails — Parlay is the analytics and engagement brain, and all it needs is recording access + CRM credentials. Prefer our rails? Managed delivery is metered at 1.5¢ per SMS segment, 2¢ per email, and $2 per number/mo (see Loop+) — SMS runs ~1.4× carrier rack rate (≈30% margin, ≥50% on wholesale routes); email carries the delivery margin. Costs = transcription + model inference (batched & cached) + pipeline + recording storage with 24-month retention, amortized at ≥25K convos/mo; the monthly minimums cover the fixed floor below that. Margins are targets at scale, not promises — published because the model only works if it’s honest.

Pulse

The intelligence layer
/ triage pass25¢/ full pass
you route the mix · $499/mo min
  • CIA on every channel — human voice, AI voice, SMS, email
  • Intelligence Router — your rules decide triage vs. full
  • Full-pass artifacts — LO summary, manager review, drafted follow-up
  • Critic Pass on everything — compliance scan included at triage
  • Manager dashboard + four analytics lenses
  • Live CRM field append · unlimited seats
Start with Pulse
The full loop

Loop

Intelligence + autonomous engagement
+40¢/ engaged lead, on top of Pulse
your sending rails · $999/mo min
  • Everything in Pulse
  • CEA agentic engagement — autonomous first touch & follow-up, up to 8-touch cadence
  • Runs on your rails — sends ride your CRM's SMS & email; we're the brain, not the carrier
  • SLS secure capture — SSN, DOB & auth inside the thread
  • 1003 → MISMO 3.4 export, confidence-gated
  • Prompt Lab + Watch Dog · sends from each LO's real line
  • No sending platform? Loop+ carries delivery for you
Run the loop
Loop + rails

Loop+

Loop with managed delivery
+40¢/ engaged lead · we carry delivery
+1.5¢/SMS seg · +2¢/email
numbers $2/mo each · $1,199/mo min
  • Everything in Loop
  • Numbers, 10DLC & registration handled end to end — $2/number/mo
  • Per-LO sender identities — texts & email from each LO's own line
  • Deliverability monitoring — suppression & opt-out lists managed
  • Honest meters — SMS lands ~1.4× carrier rack rate; email carries the delivery margin. We publish the spread.
  • Switch anytime — move to your own rails with zero re-build
Run it end to end

Enterprise

Multi-brand · regulated scale
Customvolume rates below
published pricing
  • Volume tiers — published rates drop past 100K convos/mo
  • Dedicated VPC or in-your-cloud deployment
  • SSO / SAML, role-based access, audit exports
  • Security & compliance review support
  • Custom extraction schemas & routing signals
  • White-glove migration from legacy analytics & chat stacks
Talk to us

All it takes to start: recording access + CRM credentials. We make money on the spread — not on your headcount.

Get access

See your own conversations run the loop.

Connect a recording source and a CRM, and Parlay starts producing intelligence on day one — engagement and secure capture switch on when you’re ready.

No seat licenses · cancel anytime · your data stays yours

Learn more Call our AI assistant · (555) 000-0000

Tap the number and Ava answers.
Yes: the assistant on the line is the product.

Agentic where it engages.
Analytical where it listens.
Deterministic where it must be.

Point tools score the conversation and hand it back. Parlay carries it — from the first autonomous touch to a submittable, credit-pullable file.