BibaMoneyGOGA operating system
Private planning brief
Manager decision brief

A $30,000 commitment with the first $24,500 ring-fenced

Approve a 90-day funding ceiling without releasing it all at once. The first controlled tranche is $24,500; the remaining $5,500 unlocks only after commercial and reporting milestones.

Request funding review
Growth envelope $10,000 Founder content, measurement infrastructure and capped acquisition
Trading reserve $10,000 Evidence-gated CFD capital, not automatic deployment
Operating setup $4,500 Housing security deposit and Fable base support
Milestone reserve $5,500 Released only after demand, spend-ledger and reporting gates
01 · Capital map

The numbers reconcile in one view

The first controlled tranche is $20,000 of working/held capital plus $4,500 of setup costs. The remaining $5,500 stays unreleased until agreed milestones are evidenced.

40.8% Growth 40.8% Trading 10.2% Housing deposit 8.2% Fable support
Growth and distributionFounder video, measurable paid acquisition, a one-inbox Gmail pilot and the attribution layer required before scaling
$10,000
Trading capitalGold first; oil, silver, copper and selected company CFDs only after evidence gates
$10,000
Housing security depositOperating setup expense — not an investment deposit
$2,500
Fable base supportHousing and food runway
$2,000
First controlled tranche $24,500
Milestone-backed release

$30,000 is a ceiling, not a day-one transfer

Controlled commitment
Release 01 · usable $14,500

$10,000 growth envelope plus $4,500 operating setup. Each acquisition lane still follows its own pre-spend gate.

Immediate purpose-bound release
Sidecar · held $10,000

Segregated trading reserve. Deployment requires at least one live candidate, forward evidence and a signed drawdown mandate.

Current proof funnel: 0 live candidates
Release 02 · locked $5,500

Limited scale capital unlocks after a paid B2B pilot or agreed validation threshold, a persistent spend ledger and two reconciled reports.

Funder approval remains required
02 · Growth engine

$10,000 first makes acquisition measurable, then buys reach

The audited split funds missing instrumentation first. Paid spend moves only after lead quality and acquisition cost are visible.

Founder-led creativeVideo, Reels + decks
$2,500

Founder-on-camera product stories, short-form edits and investor/customer presentations.

Demand captureGoogle Ads
$2,000

High-intent search and remarketing with campaign-level attribution.

Social distributionTikTok + Meta
$1,500

Creative-market fit tests across video and retargeting audiences.

Compliance pilotGmail · 1 → 10 inboxes
$500

Start with one verified inbox, opt-out handling, suppression, daily caps and human approval. Scale only after the pilot is safe.

Deferred laneKADAM / push
$0

No spend until persistent analytics, device cohorts, push subscriptions and complaint-quality signals exist.

MeasurementLanding + attribution
$2,500

Conversion labels, durable analytics, source-linked lead and payment events, spend import and weekly channel evidence.

Scale reserveWinning campaigns
$1,000

Released only to the channel that proves qualified demand.

Test Measure qualified leads Compare acquisition cost Scale or stop
Ten inboxes are a scale target, not the starting state

The $500 pilot funds one compliant inbox and the shared safeguards. Additional inboxes stay disabled until opt-out, suppression, bounce/complaint handling, daily caps and a named reply owner are working. No purchased lists, identity deception or autonomous mass send.

03 · Trading mandate

$10,000 stays reserved until a market earns deployment

Gold is the first research lane by mandate, not because a live edge has been proven. Every market remains a candidate, not a promise.

Research laneCapital ceilingCurrent gate
Gold familyXAUUSD / XAUJPY / related up to $4,000 Primary
Silver + copperMetal diversification candidates up to $2,000 Research
OilUSOIL / UKOIL candidates up to $1,500 Research
Selected companiesOnly liquid, cost-modelled stock CFDs up to $1,500 Hold
Cash reserveUnallocated risk buffer $1,000 Reserved
04 · Assets already working

The manager funds execution on top of an existing proof stack

Audit snapshot as of 27 July 2026. These are operating assets, not claims of proven advertising or investment performance.

LIVE

First-party attribution

A 90-day source cookie and signup ledger already connect Google click IDs to accounts. The missing conversion label remains a pre-spend gate.

379,794

AI cost ledger

Lifetime trace rows reconcile to $66.89 in the audit snapshot; the trailing 30-day internal counter was $37.27.

29 RUNS

LLM Triangle

Two-vendor panel, third-vendor arbiter, 183 prioritized actions and dissent retained on every real run; outcome superiority is not claimed.

15 CLAIMS

Evidence manifest

Machine-readable claims carry a source, measurement time and truth state so unknown or stale evidence cannot silently become a marketing fact.

9 LOCALES

Existing distribution surface

80,278 submitted sitemap URLs and nine language surfaces provide a base for campaigns. Submission is not represented as indexing.

CONTROL

Decision cockpit

Budget, evidence and stop decisions can be reported through the existing cockpit, with known metric defects fixed before it becomes the manager-facing source.

05 · Market position

Why this can become a finance + AI infrastructure company

The project is not positioned as another signal channel. The ambition is to become a serious engineering player at the intersection of financial markets, AI decision systems, strategy research, data and distribution.

TradingView

Market interface benchmark

TradingView proves that retail and professional market users value charts, alerts, community and workflow. BibaMoney is not copying the charting layer; it uses market UI as the entry point into AI-assisted research, evidence and execution control.

StrategyQuant

Strategy factory benchmark

StrategyQuant shows demand for systematic strategy generation and testing. BibaMoney extends that idea with multi-model AI review, evidence ledgers, operator gates and public-facing monetization paths.

QuantConnect

Research infrastructure benchmark

QuantConnect represents the older quant-research infrastructure model. BibaMoney's edge is a lighter, founder-led AI operating system where strategies, content, data, funnels and investor reporting live together.

Palantir

Decision-system ambition

The long-term reference is not only trading software, but decision infrastructure: data, workflows, audit trails, AI disagreement, human approval and explainable operating dashboards.

Founder-led round narrative

The first $25k makes the company investable, not finished

Round 0 · private circle
Capital use What it proves Manager-visible output
Founder brand and video Whether people follow the founder, not only the product page. Short-form content, investor clips, founder story and conversion data.
SEO and content engine Whether the system can compound organic traffic around finance + AI. Keyword map, articles, indexing report, ranking movement and lead quality.
Warm network activation Whether friends, alumni, business contacts and friends-of-friends convert into early trust. Consent-based outreach list, replies, calls booked and investor/customer tags.
Paid acquisition tests Which channel deserves scale: Google, TikTok, Meta or another model. Spend ledger, qualified leads, CAC, stopped channels and scaled channels.
Trading research reserve Whether selected market setups survive evidence gates before capital is deployed. Research reports, forward tests, drawdown rules and a separate P&L ledger.

The private early round is presented as execution capital for an existing five-month engineering foundation. It is not a public securities offering, token sale, or promise of trading returns. Any equity, SAFE, convertible note, revenue-share or club participation requires separate signed documents.

Language discipline for investors

Do not say a coin will do 10x or that returns are guaranteed. Say: the system monitors asymmetric spot opportunities and prepares capital only when predefined evidence and risk gates are met. The investable story is the operating system, reporting discipline and distribution engine, not a guaranteed trade.

06 · Revenue thesis

Earn first from the system, not from a promised market edge

The commercial model starts from the true baseline: $0 MRR, zero confirmed payments and zero trading offers that have cleared the sellability gate.

Actual recurring revenue $0 MRR 0 confirmed payments · 0 active entitlements
Existing top of funnel 28 accounts 2 demo bookings · willingness-to-pay not yet proven
Trading sellability 0 / 10 10 previews · 0 sellable offers · 0 live candidates
AI operating cost $37.27 / 30d Even a 5× 90-day token scenario is about $558.90
Priority 1

B2B control stack and white-label

Sell the already-built portal, admin control, evidence and reporting layer. Published prices are indicative: $390/month Starter, $2,400/month White Label and $4,900 for a Core build.

Best path to material first cash; still 0 recorded leads or pilots in the revenue cockpit.
Priority 2

LLM Triangle decision review

Package the two-vendor panel, third-vendor arbiter, prioritized actions and dissent log as a fixed deliverable. Proposed pilot price: $250 per scoped review.

29 real runs prove delivery mechanics, not buyer demand or decision superiority.
Priority 3

Research and tooling subscriptions

Validate the existing 30-day price ladder: Starter $19, Trader $99 and Pro $199. Bot Fleet and Terminal Pro remain add-ons, not assumed twice in the forecast.

Payment rails exist, but the only intent expired and no entitlement has been issued.
Day-90 scenario model

Gross run-rate if the stated units are actually sold

Scenario · not forecast
Scenario Explicit recurring mix at day 90 Exit MRR / ARR Illustrative one-time cash
Validationprove somebody pays 10 Starter × $19 + 1 B2B Starter × $390 $580 MRR$6,960 ARR 2 Triangle reviews × $250 = $500
Basemixed self-serve + one partner 15 Starter × $19 + 5 Trader × $99 + 2 Pro × $199 + 1 B2B Starter × $390 $1,568 MRR$18,816 ARR 4 Triangle reviews × $250 = $1,000
Growthrequires measured acquisition 25 Starter × $19 + 10 Trader × $99 + 5 Pro × $199 + 1 White Label × $2,400 $4,860 MRR$58,320 ARR 1 Core build + 4 Triangle reviews = $5,900

This is arithmetic, not a probability-weighted forecast. MRR is the run-rate at day 90, not cumulative cash. Figures are gross before taxes, payment fees, churn, delivery, support and acquisition cost. The $250 Triangle SKU is proposed, not yet approved or sold.

Try the numbers

Adjust the unit mix to see resulting MRR

$0 MRR
Presets:
What the base model deliberately counts as zero

Trading P&L is excluded while the proof funnel ends at 0 live candidates. Referral/rebate income stays variable because there are 5 codes but 0 claims. Investor capital is financing, not customer revenue. CENTA proceeds are excluded because no token sale or investment checkout is authorized.

07 · Early-circle architecture

Game rewards and investment rights stay separate

The closed early circle can be prepared now, but no token or “package” silently becomes a share of the company.

Reward rail

CENTA game rewards

Contribution and gameplay rewards distributed to verified TON wallets only after published phase gates.

No equity, dividend, ownership or guaranteed value.
Separate instrument

Equity / SAFE / convertible

Any ownership claim exists only under a signed company instrument with eligibility, jurisdiction and disclosure review.

Terms, cap table rights and transfer rules belong in the contract.
Separate instrument

Revenue or profit share

Any share of defined revenue or profit needs its own agreement, calculation base, term, cap, reporting and loss language.

It is not activated by receiving game tokens.
Project research profile See Centavracoin, the corrected 21M allocation and phase gates
08 · Manager contract

What the manager can count on

The manager receives decision rights and evidence, not a vague promise to “make money.”

01

Ring-fenced books

Growth, trading and operating expenses are tracked separately from day one.

02

Weekly one-page report

Spend, qualified leads, acquisition cost, exposure, P&L and drawdown.

03

Approval on reallocation

No material transfer between channels or books without a recorded decision.

04

Stop rules

Losing campaigns and unsupported trading setups are stopped instead of averaged down.

05

Monthly decision review

Continue, rebalance or pause based on evidence and remaining runway.

06

Honest risk language

Targets, actual results and research outcomes remain visibly separate.

Proposed weekly one-page report — format preview Target cadence after funding: every Monday by 12:00 UTC.
Growth spend $— vs. plan
Qualified leads by channel
Acquisition cost $— per qualified lead
Trading P&L $— realised + unrealised
Drawdown —% peak-to-current
Runway — days at current burn

Blank cells are intentional. The consolidated growth-spend ledger is a Day-0 gate and is not represented as live today.

09 · Truth-board path

Nine screens answer the manager's nine money questions

Operator login is required. The full console remains available, but this is the shortest diligence route from budget to revenue and risk.

10 · First 30 days

A short launch cadence with visible checkpoints

  1. Day 0
    Fund and separate the books

    Confirm $24,500, assign owners, and establish the reporting baseline.

  2. Week 1
    Instrument before paid scale

    Record the founder presentation, install conversion and channel measurement, prepare one compliant Gmail pilot, then launch capped Google and TikTok/Meta tests. KADAM remains deferred.

  3. Week 2
    Validate the trading shortlist

    Reconfirm costs, optimizer evidence and forward conditions before capital deployment.

  4. Weeks 3–4
    Scale only what earns it

    Move the reserved dollars to proven acquisition lanes and eligible setups.

  5. Day 30
    Manager review

    Compare actuals with the plan and approve the next allocation.

11 · FAQ

Questions a manager is likely to ask

Why approve $30,000 if only $24,500 is needed first?

The larger number is a 90-day commitment ceiling, not an unconditional transfer. $14,500 funds growth and setup, $10,000 remains a separately gated trading sidecar, and only $5,500 stays locked until commercial and reporting milestones are evidenced.

What happens if trading loses money?

The $10,000 trading sleeve is ring-fenced. Losses do not touch growth or operating cash. Gold is researched first by mandate, while every market remains behind an evidence gate. If the sleeve is unlocked and then draws down to a pre-agreed floor, deployment pauses and the manager decides: stop, reduce or reallocate.

Can I see spending in real time?

Not yet in one consolidated real-time view. Existing cockpits expose product, evidence and trading state, but the persistent growth-spend ledger is a Day-0 funding gate. Until it is active, the weekly report must reconcile invoices and channel statements explicitly.

Why is KADAM/push deferred and Gmail capped at $500?

Push notifications need persistent analytics, device cohorts and subscription management that do not exist yet. Gmail outreach starts as a one-inbox compliance pilot: opt-out handling, suppression, bounce/complaint processing, daily caps and a named reply owner must all work before any scale to 10 inboxes. No purchased lists, no autonomous sending.

What if the day-90 scenarios don't materialise?

The scenarios are arithmetic, not promises. At day 90 the manager reviews actuals: if no channel produces qualified leads at an acceptable cost, growth spend stops and the decision is pivot, reduce scope or return remaining capital. The operating principle is the same as trading: cut losers, do not average down.

Where can I verify the underlying data?

At the 27 July audit cut, the evidence pack included the AI cost ledger, 15 machine-readable claims and 29 real LLM Triangle runs with 183 prioritized actions. The operator can verify them through the Investor Data Room; a manager-facing export is issued with the financing documents.

12 · Downside

What the worst case looks like

Honest risk language is part of the contract. Here is the scenario where nothing works.

Maximum deployed loss

The full $24,500 can be at risk only if every approved first-tranche envelope is deployed and the trading sidecar is separately unlocked. It is not the automatic downside. Undeployed and unreleased capital remains outside the loss calculation.

Pause, don't double down

The same kill discipline that applies to trading strategies applies to the budget: losing lanes are stopped, not averaged down with more capital. The scale reserve ($1,000) is only released to a proven channel. No new money enters a losing position.

Day-90 decision point

At the 90-day review the manager sees reconciled spend, lead quality, acquisition cost, any authorized trading P&L and remaining runway. Three options: unlock the next tranche, narrow the plan, or return unused capital and stop. There is no auto-continue clause.

Ready to send

Manager reply

The proposed decision is a 90-day commitment of up to $30,000, with capital released in stages rather than all at once. The first controlled tranche is $24,500: $14,500 is usable for the growth and operating plan, while the $10,000 trading sidecar remains segregated and undeployed until a live candidate, forward evidence and a signed drawdown mandate exist. The remaining $5,500 stays locked until a paid B2B pilot or agreed validation threshold, a persistent spend ledger and two reconciled weekly reports are evidenced. The $10,000 growth envelope covers founder-led video, Reels and presentations ($2,500), Google Ads ($2,000), TikTok and Meta ($1,500), consent-based Gmail outreach as a one-inbox compliance pilot before any scale to ten ($500), landing, analytics and attribution work ($2,500), and a scale reserve ($1,000). KADAM/push receives $0 until its measurement stack exists. A separate $10,000 trading sidecar remains held for evidence-gated CFD research. Operating costs are $2,500 for the housing security deposit and $2,000 for Fable housing and food support, so the first-tranche cash requirement is $24,500. Existing assets include first-party attribution, an AI cost ledger, a versioned evidence manifest and LLM Triangle: 29 real decision runs with 183 prioritized actions and dissent retained, without a claim of superior outcomes. Actual revenue today is $0 MRR with zero confirmed payments. The day-90 scenarios are explicit arithmetic, not promises: validation is $580 MRR plus $500 one-time, base is $1,568 MRR plus $1,000 one-time, and growth is $4,860 MRR plus $5,900 one-time. They prioritize B2B control-stack sales, Triangle reviews and research/tooling subscriptions, while counting trading P&L, investor capital, referral income and CENTA proceeds as zero. The market-position narrative is finance + AI infrastructure: TradingView as the market-interface benchmark, StrategyQuant as the strategy-factory benchmark, QuantConnect as the research-infrastructure benchmark and Palantir as the decision-system ambition. CENTA is presented only as a game reward token. Any equity, SAFE, convertible or revenue/profit-share participation for an early circle requires a separate signed instrument and is not activated by receiving tokens. The manager receives separate ledgers, weekly KPI and risk reporting, approval over material reallocations, and clear stop rules. No larger extension is requested in this brief. The 50% annual trading figure is a target scenario, not a guarantee; any deployed CFD capital remains at risk.
Planning document, not a financial product

This brief is not an investment offer, token sale, deposit product, managed-account agreement, or promise of returns. “Housing security deposit” refers only to an operating housing expense. CENTA does not represent shares, dividends or a claim on profits. Trading and capital-raising decisions require separate account, risk, eligibility and legal controls. LLM Triangle records structured disagreement; it is not evidence that a decision will outperform. All revenue figures above are scenario assumptions rather than forecasts, and they exclude costs unless explicitly stated.

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