AI for Private Markets
Focused Deal Sourcing
A cognitive operating system that turns unstructured private-market documents into audit-ready, decision-grade intelligence.
AI Agents Powering Octa Agent
The Purpose Behind 8byte
8byte is building the cognitive operating system for private markets. We turn unstructured financial documents into accurate, traceable, and audit-ready intelligence that investment and risk teams can trust.
70%+
of workflows automated
Built for scale, 8byte processes large volumes of financial data.
50k+
Records processed monthly
Built for scale, processing large volumes of financial data efficiently.
3x faster
decision turnaround
Insights delivered faster for confident, high-impact investment decisions.

Industry Challenges Today
Financial analysis is still slower, fragmented, and harder to scale than it should be.
Most private market decisions rely on PDFs, annexures, spreadsheets, and email attachments. Traditional tools and generic AI fail to interpret this data reliably, forcing teams into manual reconciliation, repeated reviews, and delayed decisions.
Fragmented Source Data
Critical information is spread across scanned PDFs, complex tables, annexures, and email threads, with no consistent structure.
Manual Reconciliation at Every Step
Analysts spend hours cross-checking figures, footnotes, and assumptions across documents just to reach a baseline view.
Low Tolerance for Errors
In credit and private markets, even small inaccuracies or missing context can invalidate an entire analysis or delay approval cycles.


8byte, The Cognitive Operating System for Private Markets
8byte turns unstructured private-market data into accurate, traceable, and audit-ready intelligence for investment, risk, and credit teams.
End-To-End Decision Orchestration
Orchestrates multi-step financial workflows, from document ingestion to decision-ready outputs such as scorecards, memos, and audit packs.
Built For Regulated Finance
Designed with security, traceability, and auditability at the core, meeting the expectations of banks, private equity, and regulated financial institutions.
Made For Real World Teams
Built for analysts, risk managers, and investment teams working with complex documents, tight timelines, and low tolerance for errors.
A Glimpse Into 8byte's AI Agents
The All In One AI Agent Platform For Modern Financial Decision.

Focused Deal Sourcing Across Private Markets
Private Markets
- Identify relevant opportunities from unstructured documents, filings, and market data
- Normalize fragmented inputs into comparable deal views
- Prioritize opportunities using consistent, explainable scoring logic
- Reduce manual screening and early-stage filtering effort

Smarter Risk Management with Full Traceability
Smarter Decisions
- Analyze financial, operational, and market risks across unstructured data
- Detect hidden exposures across entities, contracts, and portfolios
- Generate explainable risk scores aligned to internal frameworks
- Support faster approvals with audit-ready evidence trails

Valuations and Due Diligence You Can Defend
Enterprise Scale
- Reconstruct financials from complex PDFs, annexures, and tables
- Validate assumptions, calculations, and disclosures automatically
- Flag inconsistencies across financial and legal documents
- Produce consistent diligence outputs across deals and teams

Continuous Portfolio Monitoring at Scale
At Your Fingertips
- Track portfolio performance using structured and unstructured inputs
- Detect early deviations in risk, performance, or compliance
- Generate monitoring insights with full source traceability
- Enable proactive intervention instead of reactive reporting

Compliance and Audit Without Guesswork
Zero Compromise
- Maintain full traceability from output back to source documents
- Standardize compliance checks across portfolios and deals
- Standardize compliance checks across portfolios and deals
- Reduce audit cycles without increasing manual effort
Industries & Use Cases
How 8byte Works Across Industries And Workflows

Empower your banking decisions in Banking & Lending
Streamline credit evaluation, risk assessment, and compliance reviews with AI-driven workflows that reduce manual effort, improve accuracy, and accelerate decision cycles across lending operations.
The 8byte Workflow
From Unstructured Data to Decision-Ready Intelligence
AI Agent
8byte applies a structured, governed workflow that converts unstructured documents into decision-ready outputs with human oversight and full auditability.
Ingest
Securely ingest complex documents including PDFs, annexures, spreadsheets, and external data sources without loss of structure or context.
Analyze
Proprietary parsers and knowledge graphs reconstruct financial structure, validate relationships, and assess risk with deterministic logic.
Decide
Generate structured outputs such as risk scorecards, valuation summaries, and diligence reports aligned to internal decision frameworks.
Audit
Every decision is fully traceable, with evidence-linked outputs mapped back to source documents for audit and regulatory review.
MEASURABLE IMPACT
Real business outcomes, powered by 8byte AI
From faster decision cycles to audit-ready compliance, 8byte delivers measurable impact that teams can see, track, and trust.
⏱️< 2 Hours per Case
Average decision turnaround time with 8byte AI workflows.
⏳6-8 Hours Saved
Manual review effort reduced per analyst, per case.
💰$3K-$5K Saved / Month
Operational cost savings per analyst across every decision cycle
⚡5-6x Faster Cycles
Decision approvals completed significantly faster.
📊97% Decision Consistency
Explainable, repeatable AI-driven outcomes.
✅Near-Zero Gaps
Audit-ready compliance by default across every workflow
THE TECHNOLOGY BEHIND 8BYTE
Where AI, security, and scalability converge
Built with modern infrastructure and enterprise controls to power trusted financial intelligence.
The 8byte Workflow
From Data to Decisions, Powered by
AI Agents
8byte guides every decision through a structured AI workflow, from data ingestion and risk analysis to human review and audit-ready compliance.
Startup & Cloud Ecosystem
Official Product & Implementation Partners Support



DIVE INTO OUR COMMUNITY
Learn Online, Connect Offline
Engage with other learners, alumni, and mentors and attend community sessions to learn from each other in our curated community.

Gen-AI Meet Up
Mumbai
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Meet & Greet
Hyderabad

Design Meet Up
Bengaluru

UAE CEPA Top 20 Finalist | Selected from 10,000+ startups
UAE

Creator's Meet Up
Bengaluru
Become Decision Ready
in AI-First Financial World
Whether it's deal sourcing, risk analysis, due diligence, or compliance, 8byte Octa Agent helps financial teams make faster, smarter, and fully auditable decisions — powered by trusted AI workflows.