TTIV
PROJECT ECONOMIC PROFILE•Experimental•Verified

M31Entropy Economics.

Period: FY2026 • Category: AI / Research • Stage: research

Project OverviewPortfolio Matrix
PRESENTATION CURRENCYDynamic conversion across USD ($), INR (₹), and BDT (৳)
Currency:
1 USD = ₹84.00 INR = ৳120.00 BDT (1 INR = ৳1.43 BDT)
PORTFOLIO CONTRIBUTION

—

Attributed Revenue - Operating Costs

TOTAL OPERATING COSTS

₹10,000

Direct (₹10,000) + Shared (₹0)

USD $119 • BDT ৳14,286

DEVELOPMENT INVESTMENT

₹80,000

Cash: ₹10,000 • Economic: ₹70,000

USD $952 • BDT ৳1,14,286

LOGGED ENGINEERING EFFORT

140 hrs

Effective ₹143/hr

USD $2 • BDT ৳204

REVENUE ATTRIBUTION (INR)
Direct Causality
Direct Commercial Revenue:Not Applicable
Allocated Service Revenue:Not Applicable
Total Attributed Revenue:Not Applicable

Research projects are exploratory assets with public open checkpoints. Commercial revenue expectations are not applicable.

OPERATING COSTS (INR)
Direct & Shared
Direct Hosting & Compute:₹10,000
Allocated Shared Server & CI:Not Tracked
Total Operating Costs:₹10,000

Direct costs represent dedicated servers and storage. Shared costs reflect compute and bandwidth consumption allocated mathematically from multi-project clusters.

ENGINEERING EFFORT LEDGER
Total Logged: 140 hrs
Development

30 hrs

Research

100 hrs

Maintenance

0 hrs

Effective Rate

₹143/h

SHARED INFRASTRUCTURE & ASSET ALLOCATION
Asset Register Integration
Research Compute Node & GPU Workstation (M31-Lab)Type: Laboratory Equipment • Allocation Basis: Compute
15.0%
STRATEGIC ASSESSMENT

M31Entropy Qualitative Evaluation

Assessor: Eshan Roy (Founder)
Date: 2026-04-01
Non-Monetary Strategic Scoring: These 1–5 qualitative ratings assess technical differentiation and ecosystem utility. They are never converted into monetary valuations or speculative project worth.
Strategic Importance4/5

Centrality to TIV sovereign stack vision

Technical Differentiation4/5

Architectural novelty and defensibility

Infrastructure Relevance3/5

Foundational operational utility

Research Significance4/5

Advancement in computing or AI knowledge

Revenue Potential2/5

Long-term self-sustaining commercial capacity

Ecosystem Importance3/5

Synergy and integration across other projects

ASSESSMENT RATIONALE

Large vocabulary tokenizer scaling exploration. Informs tokenizer density and AST embedding architectures across M31.

AUDIT SOURCES & DATA LINEAGE
Traceability: 2 Reference(s)
INV-INFRA-2026-AGGInvoice • 2026-03-15

Consolidated infrastructure, dedicated compute, and cloud hosting provider invoices

ENG-LOG-FY2026-S1Timesheet • 2026-03-31

Engineering logs, commit telemetry, and founder architecture hours ledger