AI-powered portfolio workbench for investment professionals

Institutional portfolio intelligence for modern advisory firms.

Build smarter portfolios. Understand what the math is saying. Replace spreadsheets and fragmented tools with one platform for research, construction, risk, and client-ready explanations.

★ ★ ★ ★ ★ Built for RIAs, analysts, and portfolio teams

Representative product screens shown with sample/test data. Results, scenarios, and metrics are illustrative and not investment advice.

Backtest & portfolio analytics
Representative Lasani.ai backtest and portfolio analytics page
Representative stress test scenario page Stress tests
Representative factor analysis page Risk factors
AI Analyst

Ask questions against your portfolio database — not generic AI guesses.

No AUM fees
Built for advisors
Backtests, stress tests, Monte Carlo
AI insights grounded in real data
One platform instead of disconnected workflows

Research, build, validate, and explain portfolios with confidence.

Lasani.ai is designed for firms that want institutional-style analytics without institutional pricing, AUM-based fees, or implementation complexity.

AI Portfolio Builder

Create custom model or index portfolios with AI-guided optimization, ETF selection, limits, and risk controls.

Model Allocation

Allocate across custom models or indices, compare against benchmarks, and instantly see return and risk tradeoffs.

Portfolio Analyst

Ask questions about actual portfolio data from your database and analytics engine, not hallucinated market commentary.

Scenario Studio

Run backtests, stress tests, factor views, Monte Carlo simulations, and benchmark comparisons in one workbench.

Representative model flow
Representative Lasani.ai model portfolio selector with risk tiers
Model portfolio creation

From model selection to portfolio construction in minutes.

Start from a risk tier, review the ETF universe, adjust constraints, and build a portfolio that can be validated before client use.

  1. 1
    Select a model

    Choose from pre-screened ETF models and risk bands.

  2. 2
    Review ETF universe

    See holdings, exposures, and benchmark alignment.

  3. 3
    Adjust limits

    Set allocation ranges, sector caps, volatility ceilings, and optimizer settings.

  4. 4
    Build portfolio

    Optimize for return, risk, diversification, and constraints.

  5. 5
    Validate with analytics

    Confirm using backtests, stress tests, factors, and Monte Carlo.

Advisor workbench

Real product screens. Marketing-safe presentation.

These previews use representative Lasani.ai application screens with sample/test portfolio data. The goal is to show capability without presenting exact outputs as recommendations or promises.

Dashboard

AI-monitored portfolio workbench

Give advisors one landing page to create model portfolios, monitor drift, analyze returns, and ask AI questions based on stored portfolio records.

Sample/test data
Representative Lasani.ai dashboard with portfolio builder, model portfolio creation, and portfolio monitoring
Model Allocation

Custom model and index allocation

Allocate across indices, models, and benchmarks while viewing portfolio return, benchmark return, risk gauges, and allocation mix.

Representative
Representative model allocation dashboard with benchmark comparison, risk gauges, and back-tested performance
Data-grounded AI

AI that explains your analytics engine.

Position Lasani.ai as an AI layer over your portfolio database: advisors can query backtests, risk, stress scenarios, and factor exposure using real outputs from the platform.

  • Answers tied to scenario and portfolio records
  • Advisor and client-friendly explanations
  • Designed to reduce spreadsheet interpretation work
Validation suite

Institutional-style analytics, packaged for everyday advisor decisions.

Move from “what happened?” to “why did it happen?” and “how do we explain it?” without forcing advisors into a Bloomberg-terminal style workflow.

Backtests + AI

Performance analysis with an AI analyst

Show portfolio growth, annual returns, monthly performance, drawdowns, and benchmark comparison — with AI commentary tied to database-backed calculations.

Representative backtest
Representative backtest page with portfolio growth, performance charts, and AI backtest analyzer
Stress Tests

Pressure-test portfolios against historical shocks

Compare portfolio and benchmark behavior across market regimes such as dot-com, global financial crisis, rate shocks, COVID, taper tantrum, and debt crisis scenarios.

Representative scenarios
Representative stress test page showing scenario cards with portfolio and benchmark returns
Risk Factors

Factor exposure and symbol-level risk explainability

Surface market, size, value, profitability, momentum, and other factor tilts, then convert them into advisor and client explanations.

Representative factor view
Representative risk factor analysis page with factor exposure chart, symbol exposures, and AI-generated insights
The product promise

Comparable to institutional portfolio tooling. Priced for growing advisory firms.

No AUM-based pricingFlat SaaS plans make adoption easier for RIAs and independent advisors.
Real-data AIAI explains portfolio outputs from your DB and analytics engine, not generic answers.
Client-ready languageConvert complex quantitative results into plain-English advisor and client summaries.
Flexible pricing — no AUM fees

Pick the plan that fits your firm.

Basic and Advisor are useful entry points. Pro is the full platform most firms should choose when they want serious analytics.

Basic

$149/mo

For solo advisors starting with core analytics.

  • 5 portfolios
  • Core analytics and reports
  • Limited model library
  • Email support
Start Free Trial

Advisor

$249/mo

For growing firms that need more models and reporting.

  • 25 portfolios
  • Advanced analytics
  • Full model library
  • Priority email support
Start Free Trial

Enterprise

Contact Sales

For multi-user firms, integrations, and custom workflows.

  • Everything in Pro
  • Multi-user roles
  • API access and SSO
  • Custom integrations
  • Dedicated success manager
Schedule Demo
Ready to show advisors the product?

Give your firm institutional-grade tools without institutional pricing.

Launch with a clear SaaS platform message: build, analyze, validate, and explain portfolios faster.