cal
v3.7.3 · May 2026
01 · Citation-grade AI for the independent mortgage originator

The borrower is awake at 11pm.
The LO doesn't have to be.

Autonomous origination tools, built backwards from the audit. Four surfaces sharing one citation-grade data spine, with every claim anchored to the §section it came from, with the effective date and a hash you can verify. Built by an operator with seventeen years across IMB retail, consumer-direct, and wholesale. In production daily, pressure-tested on real loan files.

Get on the waitlist → See the four surfaces What changed this week
Citation-grade · cited at the §section · 75-case nightly eval · public
·chunks indexed
·latest eval
·DPA programs
·last ingest
Live · auto-refresh
The thesis

AI gets the data right.
The LO gets the human right.

The wholesale share of US originations has tripled since 2011 to over a quarter of all mortgages, yet loan officers still juggle dozens of wholesale lender portals, outdated guideline PDFs, and a tangle of state-by-state assistance programs by hand.

Their borrowers refresh a status page that hasn't changed since morning. Their referral partners ask the same five questions over and over. The captive AI their old employer paid for doesn't travel with them.

cal travels with the LO. The brand, the lender list, the workflows, portable across firms, owned by the operator, not the shop.

02 · The four surfaces

Four surfaces. One job: get your file to CTC.

Most "mortgage AI" is a chat widget bolted onto a website. cal is a platform: four purpose-built surfaces, one citation-grade data spine, all built around the moment a file gets stuck, and the LO needs the cited path to closed.

01

Loan officer · the deal-saver

Built for the stuck file.

Paste the UW conditions or the denial reason. Cal cites the agency §section that supports a different path, surfaces the lender on your panel that doesn't have that overlay, and drafts the response. One file saved every two years covers the Solo plan. Everything after that is yours.

  • Suspense-to-CTC analysis with cited responses
  • Cross-agency deal-saver framing (Fannie blocked? Here's the FHA path.)
  • Wholesale-panel overlay comparison · queryable in plain English
  • Audit-ready citation trail · §section + effective date + sha256
02

Borrower

Calm. Live. After-hours.

A live view of the loan that updates in real time. Documents requested, conditions cleared, milestone hit, without a phone call. Every status backed by the actual loan record, not a guess.

  • Document checklist with smart re-prompts
  • Milestone visibility (app → CTC → funded)
  • After-hours Q&A with cited answers
03

Realtor

Agent-grade context.

The agent gets the context they need to write a credible offer, qualification range, program fit, timeline, without ever seeing the rate sheet or the borrower's tax return. Less back-and-forth, faster offers.

  • Buyer-fit summary for offer packaging
  • Pre-approval letter on demand
  • Open-house lead routing
04

DPA Finder

Programs stacked correctly.

The full state and county down-payment-assistance layer underneath the conforming + government rails, eligibility stacking, AMI tables, county overlays all wired in. The LO doesn't memorize program guidelines, cal applies them to the borrower in front of them at the kitchen table.

  • DPA programs indexed, California-first
  • Full stacking logic + eligibility precedence
  • AMI & county-overlay aware · per-borrower match
  • Included with every cal plan · no separate add-on
03 · Why Cal is different

Built backwards from the audit.

Most "mortgage AI" is a chat widget bolted onto a website. cal is built around the question every lender will have to answer when FNMA Lender Letter LL-2026-04 enforcement hits: "can you show your work?" Four things make cal a category, not a wrapper, and each one is something a competitor can't bolt on without a data rewrite.

Principle 01

Cited at the §section level.

Every answer is anchored to a specific section of the FNMA Selling Guide, FHLMC bulletin, FHA Handbook 4000.1, VA circular, or USDA handbook, with the effective date, the source URL, and a sha256 hash. Not "the model said it." The chunk. The citation. The hash.

Principle 02

Queryable as-of any date.

Guidelines change. cal tracks supersession with a foreign key from new chunk to old. Ask "what did Fannie say on the date of this lock?" and get the answer that was true then, not the one that's true now. No general-purpose AI can answer this.

Principle 03

Wholesale-panel native.

Most AI knows the agency guidelines. cal knows your wholesale panel: the overlays, the niche programs, the lender-specific exceptions. So you stop alt-tabbing through eight wholesale portals to compare one non-QM exception.

Principle 04

Public eval, every night.

75-case mortgage benchmark, LLM-judged, run nightly, published at askcal.io/status. Most AI products won't tell you their pass rate because they don't have one. We measure ourselves and show our work.

04 · Founder

The rails for
modern mortgage.

Seventeen years across IMB retail, consumer-direct, and wholesale. cal is in production daily, with every workflow pressure-tested against real loan files before it ships outside. Retail and IMB lenders are spending heavily on captive AI for the LOs they employ, but that tech doesn't travel when the LO does. cal is the portable stack the independent channel needs.

Chris Black
The operator

Chris Black

Founder, Cal · Recovering Loan Officer
Contact
[email protected]
(925) 286-7681 ·
Writes
Find me
LinkedIn
Track record
IMB retail · consumer-direct · wholesale
Request a demo →
Confidential, intended for the named recipient. Cal Inc. (in formation) · Delaware C-corp. cal is a software product, not a lender, broker, or loan originator. Nothing herein constitutes an offer to sell or a solicitation to buy securities.
05 · Pricing

The price of one saved file. Per month.

A loan that would have died in suspense pays for cal for the next two years. Average commission per closed file is $4,000. Solo is $49/mo. The math doesn't pretend to be close. Pay for the year and you pay for ten months instead of twelve, two months free.

solo
$49/mo or $490/year · two months free

One LO seat. For the independent originator who carries their own panel. Personal-branded cal at yourname.askcal.io.

Pays for itself if it saves you 2 hours/month · or one stuck file per year.

Get on the waitlist →
pro
$99/mo or $990/year · two months free

For the originator running real volume through cal every day, on their own workspace.

Still less than one hour of a processor's time per week.

Get on the waitlist →
team
Per seat priced on a short call

Five seat minimum. For a shop running multiple LOs on one shared workspace and one lender panel.

One saved file per quarter across the shop covers the year.

Get on the waitlist →
Every plan, the whole product

cal does not hold features back by tier. Every plan gets all four surfaces and the entire library. What changes between tiers is seats.

  • Cited guideline lookup across FNMA · FHLMC · FHA · VA · USDA
  • Wholesale-panel-scoped chat · overlays + exceptions
  • Suspense-to-CTC analysis · the deal-saver
  • DPA Finder · programs indexed with stacking + AMI rules
  • Borrower portal for your buyers · after-hours Q&A
  • Realtor surface for partner agents
  • Citations on every answer · §section + sha256
  • Audit trail for fair-lending review
Every plan: scoped to your specific lender access · audit-ready logs · 7-day trial · cancel yourself any month from the billing page, no retention dance. Annual billing is ten months' price, handled in the welcome email. Running an MLO network or an IMB? Talk to Chris about a custom agreement.
06 · Waitlist

Get on the waitlist.

cal is in closed beta. Your wholesale panel, your guideline overlays, your branding. We onboard California LOs and independent brokerages one at a time, Chris reads every request personally and reaches out as spots open, usually within one business day.

Closed beta, taking names

Reading every request the day it lands. Join the waitlist and you'll hear from Chris personally, usually inside one business day, never longer than two.

  • Solo LO or small brokerage
  • California-licensed (Arizona / Nevada / Texas, ask)
  • Real loans in pipeline (we tune to your panel)
Request access

Tell us about your shop.

By submitting, you agree we can email you about cal. No selling, no list-sharing. Privacy.

Quiet AI
for loud loan officers.

, cal positioning
07 · Access

Two ways in.

For loan officers & brokerages

Run cal for your shop.

Private beta. We're onboarding California brokerages and independent LOs one at a time, bringing your wholesale panel, your guideline overlays, your branding. The stack travels when you do.

[email protected] →
For investors

Read the synopsis.

Seed round in formation. Delaware C-corp. Distribution flywheels already running, a separately monetizable adjacent product, and a regulated-channel feedback loop already in production. Available under the right framing.

[email protected] →