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.
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
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.
Target Sourcing
AI-driven identification and screening of potential acquisition targets based on sector, size, and strategic fit.
NDA & Process Letter
Automated generation of NDAs and process letters with customizable templates and clause libraries.
CIM Generation
Structured CIM creation with citation-backed data, financial summaries, and investment highlights.
Data Pack Builder
Automated compilation of financial data, market analysis, and due diligence materials into structured packs.
Valuation Model
AI-assisted valuation frameworks including DCF, trading comps, and precedent transactions with sensitivity analysis.
Deal Tracker
Centralized deal pipeline management with status tracking, timeline monitoring, and milestone alerts.
Core Technology
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.
Impact
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.