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Kalynto

AI-native lending intelligence

The lending operating system for the world's most private balance sheets

The intelligence to model complex UHNW credit has only ever existed inside the largest private banks. Kalynto makes it available to every advisor, family office, and lending institution — transforming complex balance sheets into structured, underwritable deals in minutes, not weeks.

How Kalynto Works

Proprietary lending intelligence — encoded from decades of institutional credit practice, paired with frontier AI, and designed to compound with every deal.

1

Describe Your Deal

Paste a screenshot of a Sotheby’s listing. Describe a $85M yacht acquisition. Ask about pre-IPO liquidity against concentrated stock. Lex, the AI concierge, extracts the details and starts building the deal profile in real time. Upload documents when ready. No forms, no templates — the platform adapts to the deal in front of it.

2

Platform Builds the Dossier

The Kalynto Genome — three layers of proprietary intelligence encoding decades of institutional credit knowledge — reasons across your documents using frontier AI. It applies borrower archetypes combinatorially, cross-validates figures across statements and agreements, detects covenant conflicts, and assembles an institutional-grade deal package with every number traceable to its source. This is what an institutional credit team does over six weeks. The platform does it in minutes — and gets smarter with every deal.

3

Review and Distribute

Export PDF dossiers, Excel credit models, and PowerPoint decks that carry intelligence — not just present it. A lender drops the Excel model into Copilot, Claude, or ChatGPT and interrogates every assumption. Every number traces to its source. Distribute to a curated lender slate with borrower identity in escrow. Competitive terms surface without noise.

By Invitation

Kalynto is available by invitation. Request a demo to see the platform in action.

Advisors

When your clients need liquidity — an acquisition, a bridge facility, a line against concentrated stock — that's usually a referral to a bank. Kalynto makes it your expertise. The platform handles document analysis, credit structuring, and dossier assembly — so your deals reach lending desks pre-structured and ready for review. Lending becomes part of your practice, not a referral.

Borrowers

Explore lending against your full balance sheet — multi-entity structures, illiquid collateral, concentrated positions, dynasty trusts. The platform identifies deal blockers before they cost you weeks: covenant conflicts, pledge restrictions, structural gaps that would surface late in diligence. Competitive terms from a curated lender slate — with your identity in escrow until you're ready to proceed.

Lenders

Stop rebuilding borrower packages from scratch. Receive deal flow that arrives pre-structured and committee-ready — dual DSCR, covenant analysis, and every number traceable to its source document. Matched to your appetite. Screened before it reaches your desk. Initial review compressed from days to hours.

Intelligence

A proprietary intelligence system encoding institutional lending knowledge across three layers — document understanding, borrower archetypes, and lender matching. 30 base profiles applied combinatorially. Every surface contours to the borrower’s actual complexity. The system compounds with every deal.

Provenance

Every computed metric traces to source documents with confidence scoring. No black boxes. Dual DSCR, covenant detection with section citations, and full computation graphs.

Privacy

Borrower identity in escrow until you're ready to proceed. Three-tier PII architecture. Designed for cross-border balance sheets and multi-jurisdictional structures.

Backed by real assets

Curated UHNW lending scenarios across aircraft, yachts, real estate, funds, and more.

Designed for

Wealth advisorsFamily officesPrivate banksSpecialty lenders

From conversation to closing

Describe the deal. Upload documents. The platform builds an institutional-grade package with full computation provenance — then distributes to a curated lender slate with identity in escrow.

1
Conversation
2
Document Intelligence
3
Dossier
4
Export Artifacts
5
Distribution

Conversation → Document Intelligence → Dossier → Export Artifacts → Lender Distribution

Intelligence
30 archetypes, combinatorial
Provenance
Every number traces to source
Privacy
Identity in escrow until ready
Origin

Why Kalynto Exists

After nearly two decades of building products for UHNW and institutional clients at Goldman Sachs and JPMorgan, our founder witnessed the same problem from both sides of the table.

On the family side, principals and family offices with institutional-grade balance sheets—aviation, yachts, alternatives, complex real estate—were still forced through slow, bespoke underwriting workflows. Deals were sometimes lost not because the economics didn't work, but because it was too hard to move high-stakes credit processes quickly and with confidence. Even when speed wasn't the issue, many of these clients had only one or two direct relationships through which to shop a lending mandate.

On the lender side, credit teams were being asked to underwrite increasingly complex mandates off of unstructured, one-off data packs: bespoke models, ad-hoc PDFs, redlined term sheets, and email trails. Every mandate felt like starting from scratch. There was no standardized way to capture borrower data, no shared evidentiary trail across stakeholders, and little ability to reuse prior work without recreating it manually.

These borrowers—founders post-liquidity, family offices managing multi-generational wealth, closely-held business owners navigating succession—deserve elite institutional-level term discovery, documentation, and lender competition. But accessing it has meant navigating fragmented broker relationships with no transparency, no standardization, and little in the way of fiduciary-grade documentation. Lenders, in turn, have had to choose between speed and comfort on every deal.

Kalynto exists to give those families, their advisors, and their lenders a shared, standardized operating model for UHNW credit mandates: borrower dossiers with explainable signals, traceable evidence, and audit-ready selection rationales—while preserving complete discretion until borrowers choose to proceed.

Company

Jim Gutierrez, Founder & CEO

Kalynto was founded in New York and led by Founder and CEO Jim Gutierrez, a former investment banking and private wealth management product executive. Over nearly two decades at Goldman Sachs and JPMorgan, Jim worked at the epicenter of high finance and technology, developing particular depth in designing and launching credit and liquidity solutions for institutional and ultra-high-net-worth clients. Those experiences made one theme clear: without a standard way to capture borrower credit data and supporting evidence, every complex mandate becomes a bespoke project. Read why Kalynto exists.

Kalynto was built to bring that same level of structuring discipline to a neutral, technology-first platform. The platform uses research-grade AI document intelligence, hardened for institutional finance, to assemble lender dossiers with readiness scores and page-level provenance. Sophisticated borrowers and their advisors can explore complex UHNW lending needs in a curated, privacy-forward environment, while lenders receive standardized dossiers, explainable signals, and auditable selection trails.

Compliance

Kalynto is a technology platform and is not a lender, broker, or investment advisor. Any indicative terms are non-binding and subject to KYC/credit approval. Identity remains confidential until you choose to proceed.