Gyanasarathi
PROPRIETARY ALPHA: CUSTOM AI MODELS

Your Investment Strategy. Encoded Into a Private AI Model That Thinks Like You.

We train a private AI model on your historical trades, valuation frameworks and risk limits in an isolated environment. It then applies your logic to every new asset.

Secure Client Data Upload
Trades
Models
Research
Isolated AI Training EnvironmentLearns Your Decision Logic
Client-Owned Model OutputYour Model, Your Rules
THE CONCEPT

Your Competitive Edge, Encoded and Scaled

Proprietary Alpha is Gyanasarathi's private AI model service for investment firms. It trains a model on a firm's past trades, valuation models and risk rules in an isolated environment. The model then screens thousands of assets the way the firm would. The client owns the model and its outputs.

  • Private AI model; your data trains no other client's model
  • Learns behavioral patterns from your historical investment decisions
  • Scales your firm's decision-making logic across thousands of assets
  • Fully isolated environment with zero cross-client data exposure
THE PROCESS

From Your Data to Your Private AI Model
How Proprietary Alpha Works

Secure Data Submission

Upload trades, models, and risk frameworks via our encrypted portal.

Isolated Environment Setup

A fully private AI training instance where your data remains exclusively yours.

Training and Back-Testing

We train the model on your past decisions, then test it on held-out deals your team has already scored.

Private Model Deployment

It goes live in a dedicated, isolated environment and screens new assets your way.

DIFFERENTIATORS

Six Reasons to Choose a Private AI Model Over Generic Tools

Complete Data Isolation by Architecture

Each client model runs in its own secured compute environment, with no shared infrastructure and no co-mingled data, so your frameworks stay yours.

Learns Your Decision Weightings

The model learns the weightings and thresholds behind your past investment decisions, including the deals you passed on.

Institutional Knowledge at Computational Scale

Your senior analysts' judgment becomes a reproducible screen that applies the same standard to every opportunity.

Asset Screening in Seconds, Not Weeks

Apply your exact investment criteria to thousands of assets at once and get a ranked shortlist in seconds.

Full Ownership of Your Model

You own the trained model outright. We build it; the model, its outputs and the intellectual property belong to you.

Continuous Model Learning and Improvement

Each new decision feeds a scheduled retraining cycle, so the model keeps pace as your methodology evolves.

The ROI Engine

The return: analyst hours saved, and your best judgment applied to every deal, not only the ones your team has time for.

Faster screening of new opportunities
Accuracy tracked against your own history
Fewer repetitive research tasks
One standard applied by every analyst
BUILT FOR

Who Proprietary Alpha Is For

Private Equity Sponsors
Hedge Funds
Family Offices
Sovereign Wealth Funds
REIT Asset Managers

Your Investment Philosophy Deserves More Than Spreadsheets

Encode your firm's investment logic into a private AI model you own. Onboarding is confidential, covered by an NDA, and led by our AI architects.