Portfolio Economics Methodology.
How Tonmoy Infrastructure and Vision (TIV) measures, attributes, and audits resource consumption, development investment, and operational costs across its technology portfolio.
Core Principle & Explicit No-Valuation Declaration
The Tonmoy Infrastructure and Vision Portfolio Economics system is a measurement and accounting documentation system, NOT a project valuation system.
Formal No-Valuation Declaration
The intended purpose of Portfolio Economics is to establish a rigorous historical evidence base:
Only after multiple consecutive reporting periods of verified operational data are documented can an independent, formal valuation framework eventually be evaluated as a separate analytical layer.
Scope: What is Measured vs What is Not Measured
- • Actual cash capital deployed for hosting, domain registration, hardware, and APIs
- • Quantified economic development effort (logged engineering hours)
- • Recurring direct operational expenses incurred per initiative
- • Shared infrastructure compute, storage, and bandwidth usage allocations
- • Formally attributable revenues derived from direct contracts or usage
- • Physical and compute asset consumption via fixed asset register
- • Data confidence levels and source lineage verification
- • Fictional market capitalization or speculative enterprise valuation
- • Theoretical replacement cost multiplier heuristics
- • Fabricated revenue figures for non-commercialized research prototypes
- • Hypothetical software licensing multiples
- • Subjective brand equity estimations
- • Speculative venture capital valuation milestones
Direct Costs vs Shared Infrastructure Cost Allocation
Costs are categorized strictly as either Direct or Allocated:
- Direct Costs:When an expense belongs exclusively to an individual project (such as dedicated outbound SMTP IP blocks for OpenMail or dedicated NVMe volumes for Mercura), it is classified with
direct_or_allocated = direct. Direct costs are never allocated across projects. - Shared Infrastructure Costs:When infrastructure supports multiple initiatives (e.g. core multi-tenant virtualization clusters, CI runners, optical gateway testbeds), the source cost is recorded in full, along with an explicit
allocation_method(Compute Usage, Bandwidth Usage, Storage Usage, or Engineering Hours).
Zero Silent Allocation Principle
Cash Investment vs Economic Development Cost (Founder Time)
Software development often relies significantly on founder engineering and systems architecture without a cash salary being disbursed. Converting founder time directly into cash expense would distort statutory accounting, while ignoring it completely would misrepresent the real economic investment required to construct the technology.
Therefore, TIV maintains two separate measures:
Actual cash deployed from bank accounts for hardware, cloud services, domain registrars, third-party software, and external services.
The economic value of founder and contributor engineering hours, computed using an explicit baseline rate (e.g. ₹500/hr for systems engineering), with methodology fully recorded in the audit trail.
Revenue Attribution & Unattributed Revenue
Commercial income is only attributed to an individual project when a defensible and verifiable causal link exists (such as a direct contract for private OpenMail instances or Mercura hosting licenses).
General corporate income—such as domain services or multi-service infrastructure agreements—is held at the portfolio level as Unattributed Revenue. TIV never forces corporate revenue arbitrarily into project ledgers.
Research Initiatives vs Stable Software Products
Research initiatives (such as M31Genesis, M31Tesla, and M31Entropy) are experimental research artifacts and checkpoint lineages, not commercial software applications.
• Revenue = Not Applicable: Commercial expectations are not applied to foundational AI models and tokenizer explorations.
• Research Investment: Compute, datasets, and laboratory equipment are tracked separately and linked directly to publications and research areas.
Data Confidence & The “Not Tracked vs ₹0” Rule
A critical rule of TIV Portfolio Economics is the strict distinction between missing data and zero:
Mandatory Not Tracked Principle
Every economic metric supports one of five confidence ratings:
Separation from Statutory Financial Accounts
Portfolio Economics is management analytics, not statutory accounting. TIV does not replace or circumvent official corporate accounting practices.
Statutory financial statements remain exclusively authoritative for company-wide revenue, expenses, balance sheet liabilities, taxes, and equity. Portfolio contribution is a managerial measure (Attributed Revenue - Operating Costs), and is never presented as statutory net profit.