The AI context platform
for private markets.

Institutional knowledge in an audit-grade foundation to power faster, smarter investment decisions.

How it works

From source files to cited answers.

01 / Your systems, connecting

The Doppler difference

An AI-native fund in 90 days.

We build the platform, automate your key workflows, and keep building alongside your team.

01

AI-native in 90 days

We connect your systems, build your firm’s context layer, and put agents to work on your highest-value workflows within a quarter.

02

Audit-grade output

Every number and claim links to the exact page, cell, or message it came from, so your team can review it before it goes to IC.

03

White-glove partnership

Our engineers are forward-deployed with your team. We automate the workflows you name and keep building as your needs change.

Security

Your data stays yours.

01

Zero data retention

Your data is never retained by model providers or used to train models.

02

Sovereign AI

Your firm’s knowledge, definitions, and models stay under your control.

03

Fully on-prem option

Deploy Doppler inside your own environment when your data cannot leave it.