…war room for
private markets
AIRies (An Aspect of Return on Investment in Equities and Securities) — engineered to be the single source of truth for the investment ecosystem. We replace broken, manual workflows with structured, automated, and intelligent systems.
Private Markets Run on
Chaos
The broken system costs everyone — time, money, and missed opportunities. Both investors and founders suffer from the same dysfunctional process.
The Investor's Perspective
Massive Time Sink
Analysts waste up to 80% of their diligence time on manual data entry, chasing documents, and reconciling inconsistent financials instead of performing high-value strategic analysis.
Unscalable Workflow
The manual nature of the process severely limits the number of deals a firm can effectively evaluate, creating a bottleneck that directly caps its deal flow capacity and potential returns.
High Risk of Error
Manual validation is incredibly error-prone, creating the risk that critical red flags are missed or, conversely, that promising companies are passed on due to misunderstood data.
Foundation of Mistrust
The lack of a standardized, verifiable data-sharing process begins the investor-founder relationship with an adversarial dynamic of skepticism and constant verification.
The Investees' Perspective
Prolonged Distraction
The fundraising process diverts founders from critical business activities like product development, hiring, and sales for an average of 6+ months.
Founder Inexperience Gap
Most founders lack the specialized financial acumen to prepare institutional-grade documentation, leading to rejections based on presentation, not the quality of their business.
Opaque & Subjective Evaluation
Founders receive little to no structured feedback, often getting a pass with no clear understanding of why, making it impossible to improve for the next pitch.
Lost Momentum
The slow, start-and-stop nature of the back-and-forth communication kills a startup's operational momentum at the most crucial stages of its growth.
Traditional solutions are lacking — Static VDRs offer just storage with no validation. Expensive advisory costs 3-5% of the amount raised with slow, manual processes. None validate revenue in real time or generate reusable insights and investor-ready reports.
Introducing AIRies
war room for private markets
Record for Pre-Investment Truth
AIRies as a SaaS platform engineered to be the single source of truth for the investment ecosystem. We replace the broken, manual workflows of today with a structured, automated, and intelligent system that transforms due diligence from a subjective chore into a data-driven strategic advantage. By building a foundation of verifiable data, we bridge the gap between investors and founders, enabling them to make faster, higher-conviction decisions.
- We Replace Manual Workflows with a guided, efficient, and standardized process.
- We Build Trust Through Data by automating the validation of financials against primary sources.
- We Unlock Analyst Capacity by eliminating up to 80% of low-value manual work.
- We Empower Founders to professionalize their pitch and shorten their fundraising cycle.
Simplifying Insights
The challenge of distilling this overwhelming, redundant, and unverified information into a single, actionable insight. AIRies is the engine that simplifies this complexity. We cut through the noise by using AI to process and synthesize redundant data and establish a baseline of truth through 3rd-party validation, transforming mountains of documents into the clear, decisive intelligence needed for high-conviction investing.
- Our AI is trained to read, categorize, and summarize thousands of pages of documents, extracting the critical information so your team doesn't have to.
- Instead of presenting you with more raw data, our platform synthesizes everything into a single, standardized report with clear red flags and actionable summaries.
3 Pillars of AIRies Platform
Raw Data → Validated Information → Actionable Intelligence
Structured & Guided Workflow
This is the foundation of our platform.
We replace chaotic email threads and disorganized Dropbox folders with a Smart Data Room that actively guides founders through the data submission process.
- Guided Onboarding: Ensures 100% data completeness before review.
- Pre-defined Categories: Standardizes data structure for every deal.
- Centralized Hub: A single place for all communication and documentation.
The Automated Validation Engine
This is our core technical moat and the engine of trust.
The platform uses secure, direct API integrations to automatically cross-reference a founder's submitted financials against primary-source government portals.
- API-Driven Verification: Eliminates manual, error-prone checking.
- Instant Discrepancy Flagging: Immediately highlights variances between self-reported and official data.
- Creates an Auditable Trail: Provides a verifiable record of financial integrity.
The AI-Powered Intelligence Layer
This is where we deliver unparalleled insight (Post-MVP).
Our AI models are uniquely positioned to analyze the private, unstructured documents within the data room — the files that market intelligence platforms can never see.
- Tech Stack Analysis: Assesses architecture, scalability, and risks.
- Legal & ESG Review: Extracts key clauses and validates claims.
- Actionable Insights: Generates summaries and red flags, not just raw data.
A Multi-Segment Global Market
Our TAM is not a theoretical slice of a services industry; it is the convergence of existing, validated software markets currently used to execute due diligence.
Market Intel + Legal/Fin SaaS + VDRs
Diligence Portion = $5B + $2B + $3B
(20% of Intel) + (50% of SaaS) + (40% of VDRs)
$1B + $1B + $1.2B
Target Firms x Blended Global ARPA of $65k
~500 Firms x $65k
(Global TAM) x 5%
$10B x 0.05
(Global SAM) x 5%
$3.2B x 0.05
Target Firms x Blended India ARPA of $40k
~300 Firms x $40k
Why Now?
More Caution + More Data + New AI Tools = The Perfect Moment for AIRies.
Investors Are More Cautious
Investors have record cash to invest. But they are more careful than ever. They demand real proof, not just stories, before writing a check.
Investors need tools to verify facts quickly. We provide the data-driven proof they need to act with confidence.
Government Data is Going Online
Official government and financial data is now available online through APIs.
Our core technology uses these new government APIs. We turn this public data into private investment intelligence.
Private Investing is Growing Up
Private markets are now huge. The investors in these funds (LPs) demand more professionalism. Messy spreadsheets are no longer good enough.
We provide the professional, organized system that funds need. We help them prove their process is rigorous and trustworthy.
AI is a Must-Have Tool
AI is transforming every industry. Investment firms must use AI to stay competitive. They need to automate slow, manual work.
The market is ready for AI solutions. We are the AI tool that gives investors a competitive edge in due diligence.
Mapping The Space
AIRies is the only platform that combines structured workflow, automated validation, and AI-powered intelligence in one place.
| Feature |
AIRies
|
Manual Process
Excel/Email
|
VDRs
DocSend, Dropbox
|
Adjacent Platforms
Carta, Pulley
|
Data Providers
Tracxn, VCCEdge, Capital IQ
|
|---|---|---|---|---|---|
| Integrated End-to-End Workflow | ✅ | ❌ | ⚠️ | ❌ | ❌ |
| Guided Founder Onboarding | ✅ | ❌ | ⚠️ | ✅ | ❌ |
| Data Completeness Enforcement | ✅ | ❌ | ❌ | ⚠️ | ❌ |
| Automated Financial Validation (API) | ✅ | ❌ | ❌ | ❌ | ❌ |
| Automated Legal/Corporate Validation (API) | ✅ | ❌ | ❌ | ⚠️ | ⚠️ |
| Enterprise-Grade Security & Data Tenancy | ✅ | ❌ | ✅ | ✅ | N/A |
| AI Analysis of Private Documents | ✅ | ❌ | ❌ | ❌ | ⚠️ |
| Proactive Red Flag Generation | ✅ | ❌ | ❌ | ❌ | ⚠️ |
| Contextual Peer/Industry Benchmarking | ✅ | ❌ | ❌ | ⚠️ | ✅ |
| Dynamic Risk Assessment Framework | ✅ | ❌ | ❌ | ❌ | ❌ |
| Standardized, Decision-Ready Reporting | ✅ | ❌ | ⚠️ | ⚠️ | ✅ |
| Two-Sided Value Proposition | ✅ | ❌ | ⚠️ | ✅ | ❌ |
| Built-in Network Effects / Viral Loop | ✅ | ❌ | ❌ | ⚠️ | ❌ |
| Lower Total Cost of Ownership | ✅ | ❌ | ✅ | N/A | ❌ |
Revenue Model
A multi-stream revenue model designed for sustainable growth and scalability.
Access To Database / DaaS
Access To the AIRies Platform Offering 6 Lacs+ Companies Across Various Stages
Historical Deep Dive & Diligence
Complete 3rd Party Deep Dive Validating Company Data Across Various Public / Private / Government Sources Across Financial, Operational & Legal Benchmarks
Forecast & Sensitivity
Using The Onboarded Analyst, Build A Robust Memo, Financial Model, Etc As Required During Day To Day. On Case To Case Basis
Core Team
The team behind AIRies brings together decades of experience across investment banking, technology, and business consulting.
Manish Patel
(MP)Seasoned Business Consultant And Director With A Diverse Portfolio Of Leadership Roles. Currently Serving As An Independent Director For Multiple Companies, Including Ventura Guaranty Ltd And Genesys International Corporation Ltd, They Are Also The Director Of Aspect Management Services Private Limited, A Role Held For Over 16 Years.
Amit Agarwal
(AA)Subject Matter Expert For Automation Solutions In The Energy, Smart City, Logistics, And Manufacturing Sectors. Throughout A Career Spanning Since The Early 1990s, They Have Held Numerous Leadership And Technical Roles, Including Co-Founder And Director Of Hsg Technologies, Senior Project Manager At Hcl Technologies, And Dimts.
Shishir Soni
(SS)Subject Matter Expert For Automation Solutions In The Energy, Smart City, Logistics, And Manufacturing Sectors. Throughout A Career Spanning Since The Early 1990s, They Have Held Numerous Leadership And Technical Roles, Including Co-Founder And Director Of Hsg Technologies, Senior Project Manager At Hcl Technologies, And Dimts.
Rahul Raj Agarwal
(RRA)Investment professional with a full-stack skillset spanning venture capital and investment banking. He has a proven track record of driving tangible results, from architecting a sourcing engine to leading significant fundraising campaigns.
Backed by
Aspect Management Services Private LimitedFunding Required
Join us in building the war room for private markets.
Use of Funds
Looking for 2-3 marquee investors to close the round
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