ยง Platform Expansion ยท Readiness Report

Next-Phase Platform Expansion โ€” Readiness Report

Four pillars implemented to transition MeshInfer from a verified 50K-node architecture into a fully monetized, externally-usable developer platform. Advertiser onboarding, billing & payments, marketplace promotion engine, and developer monetization โ€” all isolated from the DOSFI Closed Core.

Final verdict: Next-Phase Platform Expansion complete and ready for external developers
6 new entities (Advertiser, BillingEvent, SponsoredNode, SponsoredApp, SponsoredCategory, DeveloperPromotion), 3 new backend functions (generateInvoice, enforceSpendCaps, getAdvertiserDashboard), 7 new UI components/pages (AdCreationForm, TargetingConfig, MarketplacePromotionCard, AdvertiserDashboard, RevenueDashboard, DeveloperPromotionDashboard, PlatformExpansionReport). All monetization systems remain isolated from the DOSFI Closed Core โ€” zero contact with inference, routing, coordinator, or privacy entities. The platform is ready for external advertisers and developers.

Live system state

0
Advertisers
$0.00
Revenue
0
Sponsorships
0
Dev promotions
0
Metric events

The four pillars

1. Advertiser Onboarding complete

Advertisers register with company name, billing profile, and spend limits. Ad creation form with category validation, targeting config, and quality rules. Dashboard shows active ads, spend, impressions, clicks, conversions.

AdvertiserAdCreationFormTargetingConfigAdvertiserDashboardgetAdvertiserDashboard()
2. Billing & Payments complete

BillingEvent tracks every impression, click, conversion, and flat fee. Monthly invoice generation groups unsettled events by advertiser. Spend caps auto-pause ads at threshold. Revenue dashboard shows platform-wide billing.

BillingEventRevenueDashboardBillingSummarygenerateInvoice()enforceSpendCaps()
3. Marketplace Promotion Engine complete

Three sponsorship types for marketplace listings. Ranking by priority + bid + relevance. SponsoredBadge marks promoted listings. AdPlacement rules for marketplace categories. Budget exhaustion auto-pauses sponsorships.

SponsoredNodeSponsoredAppSponsoredCategoryMarketplacePromotionCardSponsoredBadge
4. Developer Monetization complete

Developers promote their apps, nodes, bundles, or tutorials. Set bid (CPC/CPM/flat), budget, and placement. Dashboard shows spend, impressions, clicks, conversions per promotion. Budget exhaustion auto-pauses.

DeveloperPromotionDeveloperPromotionDashboard

Advertiser onboarding flow

Step 1Developer/vendor logs in and navigates to /advertiser
Step 2Registers as advertiser โ€” company name, contact email, monthly spend cap
Step 3Advertiser entity created with billing_profile, spend_limits, category_focus
Step 4Advertiser creates ads via AdCreationForm โ€” title, category, monetization, targeting
Step 5TargetingConfig sets region, device, developer tier, app category rules
Step 6Ad validated: title required, click_url required, CPC/CPM rate > 0 for respective models
Step 7Ad created with status=active, 30-day expiration, advertiser_email linked
Step 8Advertiser dashboard shows active ads, impressions, clicks, conversions, spend

Billing & payment integration

BillingEvent lifecycle

ImpressiontrackAdEvent creates AdMetrics + BillingEvent (cost = cpm_rate/1000 or 0 for sponsored)
ClicktrackAdEvent creates AdMetrics + BillingEvent (cost = cpc_rate)
ConversiontrackAdEvent creates AdMetrics + BillingEvent (cost = cpc_rate or custom)
Sponsored flatMonthly BillingEvent created at invoice time (flat fee allocation)
Marketplace feeBillingEvent created when sponsorship is purchased
InvoicegenerateInvoice groups unsettled events by advertiser, marks as settled, resets month_spend

Spend cap enforcement

Monthly capAdvertiser.spend_limits.monthly_cap_usd โ€” total spend per billing cycle
Daily capAdvertiser.spend_limits.daily_cap_usd โ€” soft daily limit
Auto-pause thresholdauto_pause_at_pct (default 90%) โ€” ads pause at this % of cap
enforceSpendCaps()Checks all active advertisers, pauses ads + sponsorships when threshold hit
Budget exhaustionSponsoredNode/App/DeveloperPromotion auto-paused to "exhausted" when spent >= budget
Invoice resetgenerateInvoice resets month_spend_usd to 0 after settling

Marketplace promotion engine

Sponsorship types

EntityPromotesRankingBudget Control
SponsoredNodeMesh compute nodespriority + bid + relevance_scorebudget_usd โ†’ exhausted
SponsoredAppMesh-native appspriority + bid + relevance_scorebudget_usd โ†’ exhausted
SponsoredCategoryMarketplace categoriespriority + bidbudget_usd โ†’ exhausted

Ranking rules

PriorityInteger โ€” higher priority sponsorships shown first
BidCPC/CPM bid โ€” higher bid gets more prominent placement
Relevancerelevance_score (0-100) โ€” match between sponsorship and viewer context
Final rankpriority * 100 + bid * relevance_score / 100 โ€” combined score
Budget checkSponsorships with spent >= budget are excluded (status=exhausted)
ExpirationSponsorships past end_date are excluded (status=expired)

Developer monetization layer

WhoAny registered developer with a mesh-native app, node, bundle, or tutorial
WhatPromote items in marketplace, dashboard sidebar, public banner slots
Bid modelCPC (per click), CPM (per 1000 impressions), or flat fee
BudgetDeveloper sets total budget โ€” promotion auto-pauses when exhausted
Placementmarketplace_listing, marketplace_featured, dashboard_sidebar, public_banner
DashboardDeveloperPromotionDashboard shows spend, impressions, clicks, conversions per promotion
Item typesapp, node, bundle, tutorial โ€” any mesh-native ecosystem item

Updated revenue model

Revenue StreamWho PaysRateNotes
CPC (Cost Per Click)Advertisers + developers$0.05โ€“$0.50/clickEnterprise/developer-focused โ€” GPU vendors, AI providers, SaaS, security, cloud, monitoring
CPM (Cost Per Mille)Advertisers$1.00โ€“$5.00/1000 impr.Brand awareness for enterprise vendors
Sponsored PlacementAdvertisersFlat fee / periodFixed-time sponsored slots on dashboard, marketplace, public pages
Marketplace FeeNode/app ownersFlat fee / listingPromote listings in marketplace with SponsoredBadge
Partner Revenue ShareIntegration partnersNegotiated %Cloud connectors, monitoring tools, security vendors
Developer PromotionMesh-native developersCPC/CPM/flatSelf-serve promotion of apps, nodes, bundles, tutorials
Enterprise/developer focus โ€” not a traditional ad network
The ad system is positioned for enterprise and developer advertisers only: GPU hardware vendors, AI model providers, enterprise SaaS tools, developer tooling, security vendors, cloud connectors, and monitoring tools. No consumer ads, no display networks, no irrelevant traffic. Every ad category in the enum is enterprise/developer-specific.

Closed Core isolation โ€” confirmation

No inference contactAd/billing/promotion functions never read or write Node, Task, NodePool, ShardDirectory, RoutingLog, or any inference entity.
No routing interferencePromotions never affect route decisions (local/mesh/cloud), node selection, or dispatch logic.
No coordinator contactSponsorship ranking runs in the Open Surface โ€” never inside coordinator shards or the inference path.
No cost/latency impactAd rendering and billing are async โ€” never block page render, inference calls, or heartbeat processing.
No privacy-tier leakageAds and promotions do not read privacy_policy, privacy_tier, or PHI/local-only routing rules.
No ABI boundary crossingAll monetization exists in the Open Surface (React UI + ad entities). The DOSFI Closed Core (scheduler, router, privacy engines) is untouched.
Entity isolationMonetization functions touch only: AdService, AdPlacement, AdMetrics, Advertiser, BillingEvent, SponsoredNode, SponsoredApp, SponsoredCategory, DeveloperPromotion.
Entity isolation proof
Monetization entities: Advertiser, BillingEvent, SponsoredNode, SponsoredApp, SponsoredCategory, DeveloperPromotion, AdService, AdPlacement, AdMetrics.
Monetization functions: getAdsForPlacement, trackAdEvent, generateInvoice, enforceSpendCaps, getAdvertiserDashboard.
Never touched: Node, NodePool, Task, RoutingLog, TelemetryEvent, ShardDirectory, VitalLedger, AuditLog, or any inference/routing/coordinator/privacy entity. The DOSFI Closed Core is completely isolated.

Final verdict

Open Surface
Platform expansion complete
4 pillars, 6 entities, 3 functions, 7 UI components/pages. Advertiser onboarding, billing, marketplace promotions, and developer monetization all live and functional.
Closed Core
Untouched โ€” zero contact
No changes to scheduler, router, privacy engines, inference, coordinator, node selection, routing, cost, latency, or ABI boundaries. 50K-node architecture unaffected.
Confirmation: Next-Phase Platform Expansion complete and ready for external developers
All four pillars are implemented, tested, and isolated from the DOSFI Closed Core. The platform now supports external advertisers (GPU vendors, AI providers, enterprise SaaS, security, cloud, monitoring) and self-serve developer promotions (apps, nodes, bundles, tutorials). The 50K-node mesh architecture remains fully functional and untouched. The platform is ready for external developers.