# LEA

> The AI platform for wealth management growth and operations — autonomous document and data agents deployed inside the systems advisors already use.

Last updated: 2026-06-05
Canonical: https://leatechnologies.ai

## What LEA is

LEA is the AI platform for wealth management growth and operations. It deploys autonomous document and data agents inside the file systems (Box, Egnyte, SharePoint) and CRMs (Salesforce) advisors already use, so critical workflows get done — and net flows grow — without forcing teams into a separate app.

Every other AI tool for wealth management is a separate app teams must context-switch into. LEA deploys autonomous document and data agents inside the firm's existing enterprise architecture — the file systems and CRMs advisors already use — so critical jobs get done without anyone leaving their workflow.

## Proof points

- 99%+ extraction accuracy on financial documents on financial documents
- 50% reduction in manual data entry
- 5 hours saved per client per month
- Integrates in under one week
- SOC 2 Type I and Type II certified
- Does not train models on customer data

## Document types LEA processes

- Brokerage statements
- 401(k) and IRA statements
- Trust and estate documents
- Insurance policies
- Tax returns
- Balance sheets
- Vesting schedules
- Asset decks

## Integrations

- Box
- Egnyte
- SharePoint
- Salesforce

## Security

- SOC 2 Type I
- SOC 2 Type II
- GDPR
- LEA does not train models on customer data.

## Customers

- Pure
- Farther
- Mission Wealth
- SFMG

## Case studies

### Pure Financial Advisors — 3,700 prospects processed annually through one team

- Scaled to 3,700 prospects and 1,300 new financial plans annually through one centralized planning team
- Eliminated manual document intake with Egnyte + Salesforce automation
- Hours of manual rekeying per client reduced to minutes using LEA inside Egnyte

> "Because of Egnyte and our AI integration, we're able to scale in ways unheard of in the industry — 3,700 prospects and 1,300 comprehensive financial plans through one department."
> — Susan Brandeis, Chief Financial Planning Officer, Pure Financial

Full story: https://leatechnologies.ai/news/pure-financial-proposal-cycle

### Farther — Zero-disruption deployment inside Farther's existing stack

- 50% reduction in manual data entry during client onboarding and account maintenance
- Embedded directly into existing Egnyte folder structure with no change to advisor workflows
- Data accuracy reliable from launch day; zero retraining required

> "LEA embedded directly into the Egnyte folder structure Farther already had, processing documents as they arrived without any change to advisor workflows."
> — Head of Operations, Farther

Full story: https://leatechnologies.ai/news/farther-zero-disruption

### Mission Wealth — 1,200 accounts processed in one week during M&A transition

- 1,200 transitioned accounts processed and compliance-ready in one week
- Automatic document categorization and data extraction on upload
- Full audit trail generated without manual intervention

Full story: https://leatechnologies.ai/news/mission-wealth-ma-transition

### SFMG — K-1 automation across 80+ entities

- K-1s processed across 80+ legal entities simultaneously
- Three-week annual all-hands operation reduced to hours
- Automatic entity identification, data extraction, and document routing

> "What used to take three weeks now takes hours."
> — SFMG operations team

Full story: https://leatechnologies.ai/news/sfmg-k1-automation

## About the founder

**Max Klein**, Founder & CEO

Max Klein is the founder of LEA Technologies. Before starting LEA, Max worked at Amazon building APIs and data infrastructure for Kindle, Alexa, and Amazon Prime. This experience shaped his thinking about what is needed behind the scenes to power incredible customer experiences.

At LEA, we believe AI will fundamentally change how wealth management firms operate. We also believe these changes will happen inside the systems and tools firms already use to run their business. We are pulling this future forward for our customers.

## FAQ

### What is LEA?

LEA is the AI platform for wealth management growth and operations. It deploys autonomous document and data agents inside Box, Egnyte, SharePoint, and Salesforce — the file systems and CRMs advisors already use — to get critical workflows done without making advisors leave their tools.

### How does LEA work?

LEA's autonomous agents monitor the firm's existing document repositories. When a new client document arrives — a brokerage statement, trust, or tax return — LEA extracts the relevant data, applies the firm's conventions, and writes it back into the CRM. No copying, no manual entry, no context switch.

### What types of documents does LEA process?

Brokerage statements, 401(k) and IRA statements, trust and estate documents, insurance policies, tax returns, balance sheets, vesting schedules, and asset decks.

### How accurate is LEA's data extraction?

99%+ extraction accuracy on financial documents. Customers report a 50% reduction in manual data entry and an average of 5 hours saved per client per month.

### Does LEA train its models on customer data?

No. LEA does not train models on customer data. Customer documents and extracted data remain the customer's.

### Is LEA secure?

LEA is SOC 2 Type I and Type II certified and GDPR-compliant. All processing happens within the customer's existing security perimeter (their Box, Egnyte, or SharePoint tenant), and LEA does not train models on customer data.

### What systems does LEA integrate with?

Box, Egnyte, SharePoint, and Salesforce. LEA runs as an embedded app inside these systems rather than as a separate destination advisors have to log into.

### How long does it take to deploy LEA?

Most customers go live in under one week. Because LEA runs inside the firm's existing file system and CRM, there's no data migration and no new app for staff to learn.

### Who uses LEA?

Wealth management firms including Pure, Farther, Mission Wealth, and SFMG. The primary buyers are operations leaders — COO, Head of Operations, and Head of Client Service.

## Key pages

- [Home](https://leatechnologies.ai/)
- [About](https://leatechnologies.ai/about)
- [News & Case Studies](https://leatechnologies.ai/news)
- [About LEA for AI assistants](https://leatechnologies.ai/llm-info)

## All news and case study pages

- [Pure Financial Advisors Scales Planning Efficiency with Egnyte and AI](https://leatechnologies.ai/news/pure-financial-proposal-cycle) — Case Study
- [What's Changed?](https://leatechnologies.ai/news/what-changed) — Perspective
- [Zero-disruption deployment: LEA inside Farther's existing stack](https://leatechnologies.ai/news/farther-zero-disruption) — Case Study
- [1,200 accounts in one week: Mission Wealth's acquisition playbook](https://leatechnologies.ai/news/mission-wealth-ma-transition) — Case Study
- [K-1 season at scale: Automating document flows across 80+ entities](https://leatechnologies.ai/news/sfmg-k1-automation) — Case Study
- [Beyond the Shiny Objects: Max Klein and Mike Wilson on Wealth Tech's Invisible Layer](https://leatechnologies.ai/news/beyond-the-shiny-objects) — Article
- [M&A Transition Perspectives by LEA](https://leatechnologies.ai/news/document-bottleneck-ma) — Article
- [How LEA Uses Reducto to Deliver Document Intelligence to Enterprise Wealth Management Firms](https://leatechnologies.ai/news/lea-reducto-document-intelligence) — Article
- [How AI is Transforming Workflows](https://leatechnologies.ai/news/how-ai-is-transforming-workflows) — Article
- [LEA Raises Seed Round Led by Social Leverage](https://leatechnologies.ai/news/lea-seed-round-social-leverage) — Article
- [AI Adoption and Change Management in the Enterprise](https://leatechnologies.ai/news/ai-adoption-change-management) — Article