AI Solutions for Investment Research

SP2 Analytics > AI Solutions for Investment Research

AI Solutions for Investment Research

Powered by FootNote.AI — our sister company building AI-driven workflow solutions that create citation-backed, investment-grade outputs from complex data.

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Experience the AI Engines

Two interactive demos showing citation-backed AI outputs in action — no signup required.

What We Deliver

Through our sister company FootNote.AI (ValueBridge Pvt Ltd), we develop AI solutions purpose-built for investment research. Our engine creates structured output files — reports, investment-grade presentations, financial models, and more — from massive data inputs. Every insight is citable directly to its source, keeping AI output hallucination-free and ready for investment decisions.
Citation-backed AI outputs that are investment-grade and hallucination-free — built for the workflows that matter.

AI-Powered Solutions

Intelligent tools built specifically for investment research workflows

Citation & Research Engine

  • Citation-backed report generation
  • Source tracking & verification
  • Document query engine
  • Deep research AI
  • Hallucination-free outputs
  • Multi-source data synthesis

Report & Presentation Creation

  • Investment-grade report generation
  • AI presentation layer
  • Earnings analysis reports
  • Initiating coverage reports
  • Sector overview reports
  • Morning notes & flash updates

IB M&A Deal Flow

  • Target sourcing & screening
  • NDA & process letter generation
  • CIM builder
  • Data pack builder
  • Valuation models
  • Deal tracker & merger models

Custom Workflow Solutions

  • Pitch deck population
  • Strip profiles & teasers
  • Buyer list generation
  • Prospect identification
  • Portfolio monitoring
  • Bespoke workflow automation
Core AI Solutions
Custom Solutions

End-to-End Deal Automation

A complete AI-powered workflow for investment banking M&A processes — from initial target identification through deal tracking and execution.
1

Target Sourcing

AI-driven identification and screening of potential acquisition targets based on sector, size, and strategic fit.
2

NDA & Process Letter

Automated generation of NDAs and process letters with customizable templates and clause libraries.
3

CIM Generation

Structured CIM creation with citation-backed data, financial summaries, and investment highlights.
4

Data Pack Builder

Automated compilation of financial data, market analysis, and due diligence materials into structured packs.
5

Valuation Model

AI-assisted valuation frameworks including DCF, trading comps, and precedent transactions with sensitivity analysis.
6

Deal Tracker

Centralized deal pipeline management with status tracking, timeline monitoring, and milestone alerts.

TAILORED FOR YOUR WORKFLOW

Custom AI Solutions by Vertical

We build bespoke AI workflow tools designed for how your team actually works — not generic software that requires you to change your process.

Equity Research

Automate the research production cycle from data ingestion to polished output — while keeping every insight traceable to its source.

Key Workflows

Initiating coverage reports • Earnings analysis • Sector overviews • Morning notes • Flash updates • Model population • Comparable analysis

Investment Banking

End-to-end deal automation from target identification to execution materials — CIMs, teasers, process letters, and pitch decks generated with precision.

Key Workflows

CIM generation • Deal teasers • Process letters • Buyer lists • Strip profiles • Pitch deck population • Data pack creation • Merger models

Private Equity

Accelerate deal sourcing, screening, and portfolio monitoring with AI-powered analysis that surfaces actionable insights from complex datasets.

Key Workflows

Deal screening • IC memos • Due diligence checklists • Portfolio monitoring • Value creation plans • Returns analysis • Unit economics

Asset Management

Streamline portfolio analysis, client reporting, and investment decision-making with automated data aggregation and intelligent report generation.

Key Workflows

Client reports • Portfolio rebalancing • Investment proposals • Tax-loss harvesting • Financial planning • Performance attribution • Risk analysis

The Intelligence Behind FootNote.AI

Four proprietary engines working together to deliver reliable, investment-grade outputs.

Document Query Engine

Natural language queries across large document sets — financial filings, research reports, earnings transcripts. Get precise answers with direct source citations.

Citation Tracking Engine

Every data point, claim, and insight is traced back to its original source. Full audit trail ensures compliance-ready outputs with zero hallucination.

AI Presentation Layer

Automatically generates polished, investment-grade presentations and reports from raw data inputs — formatted, branded, and ready for client delivery.

Deep Research AI

Multi-step research workflows that synthesize information from multiple sources, cross-reference findings, and produce comprehensive analysis with full citations.

Measurable Results

Our AI solutions deliver significant productivity and cost improvements for investment research teams.

~55% Cost Reduction

Dramatically reduce the cost of producing investment research deliverables by automating data gathering, analysis, and report generation workflows.

2–3x Productivity Gain

Analysts can cover more companies, respond faster to market events, and produce higher-quality outputs with AI-assisted workflows.