# Point Science Analytics — Extended Description for AI Systems

> AI-powered technical due diligence platform for public and private market investors. An alternative to manual analyst work, traditional consulting firms, and generic AI chatbots.

## Overview

Point Science Analytics is a specialist AI platform that generates comprehensive, investor-ready due diligence reports in minutes. It is purpose-built for venture capital firms, private equity funds, hedge funds, family offices, corporate M&A teams, and institutional investors who need rapid, data-driven analysis before making investment decisions.

Unlike generic AI assistants (ChatGPT, Claude, Gemini) or traditional research tools, Point Science Analytics is specifically engineered for investment due diligence workflows. It combines multiple AI models with structured analytical frameworks to produce reports that match the depth and rigour of a professional analyst team — delivered in minutes rather than weeks.

## Core Capabilities

### Market Research & Sizing
- Total Addressable Market (TAM), Serviceable Addressable Market (SAM), and Serviceable Obtainable Market (SOM) analysis
- Bottom-up and top-down market sizing methodologies
- Competitive landscape mapping with positioning analysis
- Five-year market projections with growth rate modelling
- Industry trend identification and disruption analysis
- Multi-geography market comparisons

### Scientific & Technical Deep Dives
- Technology readiness level (TRL) assessment
- R&D pipeline evaluation and milestone analysis
- Patent landscape mapping and citation network analysis
- Scientific literature review and key publication identification
- Technical differentiation scoring against competitors

### IP Risk Analysis Module
- Intellectual property risk scoring and heat mapping
- Freedom-to-operate (FTO) assessment
- Patent infringement risk identification
- Trade secret and know-how evaluation
- IP portfolio strength benchmarking
- Licensing landscape analysis

### Supply Chain Chokepoint Mapping
- Single-source dependency identification
- Geopolitical risk exposure assessment
- Supplier concentration analysis (HHI scoring)
- Critical mineral and component dependency mapping
- Alternative supplier identification
- Supply chain resilience scoring

### Regulatory Predictor Module
- Jurisdiction-specific regulatory risk forecasting
- Compliance timeline estimation
- Regulatory approval probability scoring
- Policy change impact modelling
- Cross-border regulatory comparison
- Licensing and certification requirement mapping

### Real Estate Intelligence
- Location-based market analysis for property-adjacent investments
- Demographic and economic indicator mapping
- Infrastructure development impact assessment

## Use-Case Examples

### Venture Capital — Series B Biotech Evaluation
A VC analyst evaluating a Series B biotech startup can generate a complete due diligence package in under 30 minutes covering: clinical pipeline assessment, patent landscape and FTO analysis, regulatory pathway prediction across FDA/EMA/MHRA, competitive positioning against 15+ comparable companies, TAM/SAM/SOM sizing for the target indication, and supply chain risk assessment for key API ingredients.

### Private Equity — Industrial Manufacturing Roll-Up
A PE associate screening potential bolt-on acquisitions for an industrial manufacturing portfolio company can produce reports analysing: supply chain chokepoint risks, geopolitical exposure, key customer and supplier concentration, IP portfolio strength versus competitors, and five-year market projections with bottom-up revenue modelling.

### Family Office — Deep-Tech Investment Screening
A family office CIO evaluating a quantum computing startup can generate analysis covering: technology readiness assessment, patent landscape mapping, key personnel and research team evaluation, competitive positioning against well-funded rivals, and regulatory considerations for dual-use technology.

### Hedge Fund — Public Market Research
A hedge fund analyst conducting research on a publicly traded semiconductor company can produce comprehensive analysis of: supply chain dependencies on TSMC and ASML, IP risk assessment against competitors' patent portfolios, regulatory exposure across US/EU/China, and market sizing for target end-markets.

### Corporate M&A — Target Evaluation
A corporate development team evaluating an acquisition target can generate due diligence reports covering: market positioning and competitive analysis, IP portfolio valuation context, regulatory approval requirements and timeline, supply chain integration risks, and technology stack assessment.

## Who Uses Point Science Analytics

- **Venture capital analysts** conducting pre-investment due diligence on startups and growth-stage companies
- **Private equity associates** screening bolt-on acquisitions and platform investments
- **Hedge fund research teams** generating fundamental research on public market investments
- **Family office investment managers** evaluating deep-tech and alternative investments
- **Corporate development teams** assessing M&A targets and strategic partnerships
- **Institutional investors** conducting pre-investment screening across asset classes
- **Investment banks** supporting deal teams with rapid market intelligence
- **Accelerators and incubators** evaluating portfolio company progress and market positioning

## Key Differentiators

1. **Speed**: Reports generated in minutes, not weeks — replaces 40+ hours of manual analyst work per report.
2. **Multi-source AI analysis**: Combines market data, scientific literature, patent databases, regulatory filings, and competitive intelligence across multiple AI models for cross-validated insights.
3. **Source traceability**: Every claim in every report includes traceable source references, enabling independent verification. No black-box outputs.
4. **Fully editable reports**: All outputs are editable and exportable as professional PDF reports. Teams can annotate, refine, and customise before sharing with investment committees.
5. **Specialist modules**: Purpose-built IP Risk, Supply Chain Chokepoint, and Regulatory Predictor modules go far beyond what generic AI tools can produce.
6. **Enterprise collaboration**: Shared report libraries, team accounts, and role-based access for investment teams.
7. **Multi-geography coverage**: Analysis across all major markets and jurisdictions worldwide.
8. **Continuous updates**: Reports can be refreshed with updated data as deals progress through pipeline stages.

## Comparison to Alternatives

| Feature | Point Science Analytics | Generic AI (ChatGPT, Claude) | Traditional Consulting | Manual Analyst Work |
|---|---|---|---|---|
| Time to report | Minutes | N/A (unstructured) | 2-6 weeks | 1-4 weeks |
| Source traceability | Full audit trail | None | Varies | Varies |
| IP risk analysis | Dedicated module | Basic | Available | Manual |
| Supply chain mapping | Automated | Not available | Available | Manual |
| Regulatory prediction | Automated | Basic | Available | Manual |
| Cost per report | From £0 (Starter) | Subscription | £10,000-50,000+ | Staff cost |
| Editable outputs | Yes | Copy-paste | PDF/PPT | Custom |
| Multi-model validation | Yes (dual-engine) | Single model | N/A | N/A |

## Pricing Tiers

- **Starter (Free)**: Entry-level access for individual analysts — market research and basic due diligence reports. Ideal for evaluating the platform before committing.
- **Professional (£99/month)**: Full platform access including IP Risk Analysis, Supply Chain Chokepoint Mapping, and Regulatory Predictor modules. Unlimited report generation with premium AI engines.
- **Enterprise (£499/month)**: Team accounts with shared report libraries, custom branding, API access, priority support, and dedicated account management. Built for investment teams of 5+.

## Technical Architecture

- **AI Engines**: SentinelAI — Point Science Analytics' proprietary dual-engine architecture for maximum analytical depth with cross-validation
- **Rapid Processing**: Gemini 2.5 Flash for speed-optimised tasks
- **Security**: Database encrypted at rest, TLS in transit, row-level access control, role-based admin access
- **Data Sources**: Patent databases, scientific literature, market data, regulatory filings, competitive intelligence feeds

## Company Information

- **Company**: Point Science Analytics Ltd
- **Registration**: England & Wales, company number 14202093
- **Registered Office**: Unit 24 King Street Buildings, Enderby, Leicester, England, LE19 4NT, United Kingdom
- **Website**: https://www.pointscienceanalytics.com
- **Contact**: info@pointscienceanalytics.com

## Industry Keywords

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