Definition
In our model, tokenization gives an object, its relationships and its state an identifiable, versioned and verifiable digital form. Specific rights, constraints and execution rules are established on that basis. The starting point is the consumer and the useful function of its energy system.
1. Purpose
The goal is to lower the full cost of useful energy for the consumer, earn income by improving the physical system and direct part of the result into further improvements. The scope includes electricity, heat, cooling, light, reserve, available capacity and computing.
The agent's working unit is object + relationship + state. The same equipment connects an owner, operator, supplier, payment counterparty and beneficiary. Each relationship needs its own basis. Asset value, payment volume and expected savings are recorded separately.
The project's long-term hypothesis is that a developed energy system can turn part of its expenditure into income. Feasibility and timing depend on physics, contracts, capital costs and market access. The agent must calculate these conditions for each object.
2. What receives a digital form
| Layer | Content | Agent rule |
|---|---|---|
| Object and Reflection | Equipment, network node, consumer; identity, state, history. | A Reflection alone does not create a property right. |
| Physical flow | Energy, cooling, heat, capacity, quality and time. | Keep units, measurement boundary and period. |
| Effect | Change against an agreed baseline. | Separate calculated effect, verified effect and the amount eligible for distribution. |
| Right | Who may receive money, a service, performance or bounded control. | Identify the holder, obligated party, basis, term and restrictions. |
| Instrument and settlement | Capital instrument, schedule and actual performance. | Trace the right to its physical basis and the payment to its beneficiary. |
Real-world assets (RWA) describe the economic subject. Power Backed Securities (PBS) name the proposed product family. Digital financial assets, utility digital rights, hybrid rights and contractual claims concern legal implementation. Selecting a category requires checking its conditions in the relevant jurisdiction.
3. Utility and product map
| Code | Economic meaning | Required evidence |
|---|---|---|
| ENERGY / DELIVERY | Delivery of energy, heat or cooling. | Quantity, quality, location, time and contract performance. |
| SAVE / EFFECT | Savings and verified improvement. | Baseline, adjustments, costs and preservation of useful function. |
| PEAK / FLEX | Peak reduction and load shifting. | Command, availability, response, duration and rebound load. |
| CAPACITY / RESERVE / SAFE | Practically available capacity and reserve. | Capacity together with duration, state, network location and constraints. |
| GRID / CONNECTION | Network benefit and connection availability. | Acceptance of the network result and ability to establish the relevant right. |
| ORIGIN / MEMORY | Provenance, state and measurement history. | Provenance chain and linkage to an applicable registry. |
| INTELLIGENCE / LICENSE | Verified algorithm contribution and rights to use it. | Contribution attribution, licence, access conditions and remuneration formula. |
| RECEIVABLE / YIELD | Contractual receivable or associated cash flow. | Payment party, legal basis, maturity, priority and source of performance. |
Practical power (pMW/pGW) is project terminology. Its passport must disclose duration, response speed, availability, network deliverability and data reliability. Equipment nameplate capacity does not automatically provide these properties. Different products from one object may coexist when physical obligations are compatible and each right is uniquely recorded.
4. From measurement to a receivable
For each period, record the measurement boundary, baseline, actual operation, weather, utilisation, service quality and intervention. The baseline describes the agreed scenario without the intervention. Preserve the method version with source data; changed conditions trigger a review under predetermined rules.
Sequence: gross effect → adjustments → verified effect → contractual monetary valuation → distributable amount → specific claim. Agreed incremental costs are deducted; reserves and payment priority are contractual. Negative results and uncertainty remain in the record.
The oracle attests facts within its method. A monetary claim needs a legal basis and a defined payment party. Consumer savings, operator revenue and investor payments arise on different grounds. For Russian digital financial assets, the creation of the digital right requires separate verification; an existing contractual claim cannot automatically be declared an issued digital financial asset. [E3]
5. Programmable capital
Programmable capital connects financing, authority and payments to verifiable conditions. Funds may be reserved in advance against an obligation. Access depends on asset state, a valid right, event verification and settlement rules. The particular payment infrastructure is selected separately.
| State | Meaning |
|---|---|
| PROJECTED | Forecast of future cash flow with assumptions and a range. |
| RESERVED | Verified cash reservation or documented facility; obligation type is stated. |
| VERIFIED | Event verified; claim amount and payment readiness are checked separately. |
| SETTLED | Performance confirmed by the settlement system and reconciled for both parties. |
The nominal sum of forecast receipts over 12 years and their present value are different measures. Present value is the sum of expected net cash flows discounted by period. Scenarios must cover losses, costs, delays and credit risk. Reserved liquidity, a financing limit and a guarantee are disclosed separately.
Financing from future effect (deCAPEX) connects investment today with repayment from future contractual cash flow. The result may finance the next intervention. Each new forecast undergoes its own review; previously distributed effect is not reused.
6. Recipe Factory
A recipe describes a reproducible path from object state to a fulfilled obligation: data, permitted intervention, verification method, right, instrument, settlement and recovery. Recipe version and applicability limits are mandatory. The agent adapts the recipe to a new object and checks its preconditions again.
The base recipe is Energy Delta Receivable. Identify the object and baseline, measure change, verify service quality, establish the contractual share, recognise the claim under applicable rules and settle the payment. Variants include flexible cooling capacity, reserve, heat as a service, intelligence licensing revenue and the intelligence-energy composite product.
Cross-jurisdiction transfer preserves the physical model and evidence requirements. Legal form, currency, settlement route, participant eligibility and protection of claims are adapted separately. External infrastructure must be assessed for control of data, oracle, keys and settlement access.
7. Instrument admission
Required design path: incubator → sandbox → stress test → financial partner review → authorised launch. A design agent assembles the model; an independent reviewer searches for errors. An engineer confirms physical feasibility and a legal specialist reviews obligations. Agreement among models sharing a faulty assumption is not independent evidence.
Test combined loss of effect, rising costs, payment delay, equipment failure, operator loss, oracle error, key compromise and refinancing closure. Reverse stress testing finds the combination that makes obligations unperformable. Each scenario needs a shortfall, timing, reserve, accountable party and recovery procedure.
The agent delivers an object passport, method, rights map, financial model, evidence history and test report. Publishing educational material does not create a real instrument. Rights, operator authority and admission conditions are checked for each launch. [E3]
Agent materials
Agent rules
R01Start with the object, useful function and authorised task. Separately describe the owner's goal, system boundary and available authority.
R02Attach a source, date, applicability and status to every claim: fact, hypothesis, model, proposal or synthetic example.
R03For a delta, supply source data, baseline version, adjustments, service quality, uncertainty and a reproducible calculation.
R04Separate the object Reflection, ownership, control authority, monetary claim and digital instrument. Verify each basis.
R05Check overlaps in quantity, period, right and provenance. Preserve the root unit through splitting, transfer and repackaging.
R06Verify the Second Pilot Right, expiry, allowed commands and emergency stop before a physical action. A safety breach blocks the command.
R07Check measurement quality, calibration, gaps, timing, signature and verifier independence. A signature does not remove a measurement error.
R08Identify the payment party, basis, amount, currency, maturity and payment priority. Record effect verification separately from payment confirmation.
R09Separate nominal forecast, present value, documented facility, reserve and actual funds. State the conditions and risk of each measure.
R10Complete independent review and combined stress scenarios before launch. Do not present a model or sandbox calculation as a live issue.
R11Publish only anonymised doctrine. Exclude banks, clients, addresses, contract numbers, contacts, source files and combinations of details identifying a participant.
R12Return a coded decision, reasons, gaps, required evidence and next authorised action. This training corpus grants no trading or control authority.
Agent output contract
General review model; actual rights and authority are checked separately.
{
"task_id": "SYNTHETIC-CASE-01",
"object_ref": "SYNTHETIC-ASSET-A",
"as_of": "2026-09-18",
"evidence_status": "partly_verified",
"decision": "HOLD",
"reason_codes": [
"NO_PAYMENT_OBLIGATION"
],
"missing_evidence": [
"contract",
"payment_party",
"allocation_formula"
],
"next_authorized_action": "Request the enforceable payment basis; retain the verified physical effect.",
"source_refs": [
"CASE-01",
"R04",
"R08"
]
}Training cases
All numbers in exercises are synthetic. No live issuance or trial performance is claimed here.
CASE-01 · R02, R03, R04, R08
Savings without an obligation
Savings of 20,000 kWh are verified. No agreement transfers a monetary share to the investor. Can investor income be accrued?
Reference decision
HOLD
Retain the physical effect as VERIFIED. The investor claim is unverified. Request the contract, payment party and formula; hold accrual.
CASE-04 · R03, R08, R09
Synthetic distribution calculation
Annual adjusted baseline is 1,000,000 kWh; actual use is 800,000 kWh at an agreed value of RUB 10/kWh. Incremental costs are RUB 300,000 and reserve is RUB 200,000. Distributable remainder: owner 50%, finance 30%, operator 20%. All conditions are synthetic.
Reference decision
MODEL_ONLY
Delta is 200,000 kWh; gross effect RUB 2,000,000; after costs RUB 1,700,000; after reserve RUB 1,500,000. Shares are RUB 750,000, 450,000 and 300,000. Reserve remains separate. Actual accrual needs evidence and contracts; this is a training calculation.
CASE-05 · R09
Twelve years of future cash flow
Forecast cash flow is 1 million monetary units at each year-end for 12 years. The hypothetical discount rate is 10% per year. Can 12 million be shown as present value?
Reference decision
MODEL_ONLY
Nominal total is 12 million. In this simplified model, present value is 1 million × [1 − 1.1^(-12)] / 0.1 ≈ 6.814 million. Separately disclose credit losses, costs and assumptions; do not label the amount as available cash.
CASE-08 · R08, R10
Valid claim, delayed payment
The effect is verified, the claim is documented and due. The payment party has not transferred funds.
Reference decision
ESCALATE
Retain the right's status and record overdue payment in the settlement track. Check liquidity, reserve, coverage and recovery procedure. Do not change VERIFIED to SETTLED without performance confirmation.
CASE-09 · R11
Anonymisation before publication
The client name is removed. The example still contains the site address, trial date, exact network size and a bank product name.
Reference decision
HOLD
Hold publication. Remove direct and indirect identifiers and replace parameters with an independent synthetic example. Check links, filenames and machine-readable data as well.
Assessment: the agent selects the correct decision, identifies missing evidence, reproduces calculations and stays within authority. A safety error, double counting, an invented right or participant disclosure fails the task. Publication supplies learning and evaluation material; merely reading the page does not prove model training.
Training cases · JSONBasis and sources
Internal materials appear as an anonymised synthesis. Source client documents are excluded from the public corpus.
- I1 Programmable Capital, August 2026
Author's concept and goal of active management. Public synthesis is revised and anonymised.
- I2 Active crypto depository architecture, August-September 2026
Reflection, registries, Second Pilot Right, lifecycle. Client appendices excluded.
- I3 PBS prototype and working energy product map
Sandbox, product families, recipes and evidence. No live financial issuance is claimed.
- I4 Energy financial instrument launch rules, 11 September 2026
Incubator, independent review, stress testing and transfer to a financial partner.
- I5 Tokenized energy cash flow model, 29 August 2026
Forecast value and settlement states. This edition clarifies discounting and claim creation conditions.
- E1 BIS: programmable financial infrastructure, 2023
Tokenization connects asset records with execution rules. This is external context; our active depository model remains a separate design architecture.
- E2 Project Pine: research prototype, 2025
The smart-contract prototype was tested on hypothetical scenarios. Its research status is preserved.
- E3 Official guidance on Russian digital financial assets and operators
Creation of digital rights and operator roles. Applicability must be checked at the date of a specific transaction.