Wellstone AI

AI agents for
institutional
due diligence

The complete platform for building and deploying AI associates across your firm.

01
The Problem

Wellstone solves the last mile problem with AI

Consumer AI tools weren't built for institutional work. The gap between a chatbot and a production-ready AI associate is enormous.

Consumer tools cap uploads at 10-50 files. A typical data room can have 300-5,000 documents. Your team ends up splitting, re-uploading, and losing context across sessions.

Consumer AI

10-file upload cap

Q3_Financials.pdf
Cap_Table.xlsx
2/10files accepted
Upload limit reached
Enterprise AI

Entire VDRs ingested at once

2,291files ingested
No upload limit4.2 GB processed
02
Adoption

Every firm follows the same path

Most get stuck at step four. The pattern is predictable because the failure modes are structural, not effort-based.

Click any step to see the real cost.

01

Try consumer AI

Click to see what actually happens

02

Build internally

Click to see what actually happens

03

Hire consultants

Click to see what actually happens

04

Try enterprise AI vendors

Click to see what actually happens

05

Wellstone

We spend 100+ hours learning how your team actually works before writing a single template. We sit with your associates, study their deliverables, and map the exact steps they take from document intake to final output. Your team gets a tailored SOP, custom workflows built around their exact process, and a dedicated engineering team that understands your data — not a CSM reading from a playbook.

Different by design
03
Use Cases

Most common uses

Four categories of work that Wellstone transforms from days into minutes.

Find needle in a haystack

Context Graph

Search across hundreds or thousands of documents simultaneously. Keyword + vector + context graph based retrieval.

Process thousands of documents

Templates

Structured templates extract all key items better than an analyst. Process your entire annual document volume in hours, not weeks.

Answer hundreds of questions in bulk

Bulk Q&A

Submit your entire due diligence questionnaire. Get cited answers across all source documents in 30 seconds.

04
How It Works

From raw data room to actionable intelligence

Compound institutional knowledge and memory over time. Every document your firm has ever reviewed becomes part of your competitive advantage.

Wellstone / Ingest

Click to simulate VDR ingestion

Acme Corp Acquisition · 2,847 files · 4.2 GB

Ingest entire data rooms

Drop complete VDRs — Intralinks, Datasite, SharePoint. PDFs, spreadsheets, presentations, scanned documents. Everything indexed in minutes, not days.

Build the context graph

Entities, covenants, financial metrics, dates, and obligations mapped across every document at the sentence level. Not keyword search — structural understanding of relationships between clauses, figures, and amendments.

Deploy across your workflow

Your team asks questions, extracts data, runs checklists, screens documents, drafts memos — all grounded in the actual documents. Every answer cited. Every claim verifiable.

Beyond vector search

Standard AI tools do blind semantic similarity matching — they find text that looks related. Wellstone's context graph understands the actual relationships between sentences, clauses, and figures across every document. It knows that the leverage ratio in §6.1 connects to the EBITDA on page 31 and the amendment that modified the step-down schedule.

05
Platform

The platform

Nine purpose-built interfaces for institutional work.

Conversational AI with citations

Ask questions in natural language. Every answer maps to highlighted passages across your entire document set. Click any citation to jump to the source.

wellstone / chats

What are the key financial covenants in the credit agreement?

06
Security

Security posture

Built for firms that handle the most sensitive data in the world. Security isn't a feature — it's the foundation.

View our Vanta Trust Center

SOC 2 Type II

Independently audited

Continuous monitoring across security, availability, and confidentiality. Not a point-in-time snapshot — ongoing verification by independent auditors.

HIPAA Certified

Healthcare-grade compliance

Full compliance with healthcare data protection requirements. BAA available. PHI handling protocols in place for healthcare-adjacent diligence work.

Infrastructure

End-to-end encryption (AES-256 at rest, TLS 1.3 in transit)
Role-based access controls with audit logging
Automatic data retention and deletion policies
Single-tenant deployment available
Data residency options (US, EU, custom)
Penetration testing by independent third parties
07
Partnership

The difference is in the details

Most AI vendors disappear after the contract is signed. We embed with your team because adoption is the only metric that matters.

Typical vendor

A non-technical CSM who sends check-in emails and escalates to engineering when things break.

Wellstone

An engineer who has read your credit agreements, understands your covenant structures, and builds alongside your associates.

Three metrics we move

40-60%

Time savings

Hours returned to your team every week. Measured against your baseline, not estimated.

2-3×

Increased capacity

More origination, improved quality of analysis. Do more deals with the same team.

$200K+

Cost savings

Reduce third-party provider spend and eliminate opportunity cost of slow diligence.

08
Process

Our process, de-risked for you

Three steps before you commit. No obligation until you've seen the platform work with your data.

01
30 min

Discovery call

We learn your workflow, your pain points, and your team structure. No pitch — just questions.

This call
02
45 min

Tailored presentation

We build a custom demo using your actual use cases. You see exactly how Wellstone fits your process.

Within 1 week
03
60 min

Activation call

Intake process, activate logins, and live demo with your data. You're running in the platform same day.

Same week as contract

How we get started

Step 1

Contract + Invoice

$12k annual platform fee + $500 per user per month

Step 2

Dedicated Slack channel

Direct access to your engineering and CS team

Step 3

Activation call

Intake process + activate logins + demo

Step 4

8-week onboarding program

4 one-hour calls over 8 weeks. Done for you.

09
Pricing

Transparent pricing

Cancel anytime, no obligation. Templates and full SOP with tailored uses remain yours.

$3,500/month
$42,000/yr
Team size5 users
1200+
Platform fee$12,000/yr
Per user$500/mo × 5
Annual total$42,000

Cancel anytime. No lock-in. All templates, SOPs, and custom configurations remain your property.

Everything included

Unlimited document uploads
All 9 platform interfaces
VLM parsing pipeline
Context graph engine
SOC 2 Type II + HIPAA
Dedicated Slack channel
Engineer + Technical CS team
Done-for-you implementation
8-week onboarding program
Custom templates & SOPs
Unlimited workflows
API access