Virel v2

New Feature Specifications & Costing

Feature Specification & Cost Breakdown

Detailed breakdown of new features and associated costs for the second build (Total Build: ₦955,000)

Item Description Amount Notes Billing Frequency
1. AI Hybrid Proof Verification System
Sharp Image Optimization Implementation of 'sharp' for heavy image compression and resizing. ₦70,000 Reduces data transfer and token usage. One-time
TensorFlow Similarity Filter Local TensorFlow.js model for high-speed image similarity pre-filtering. ₦100,000 Zero-cost local filtering for obvious fakes. One-time
OpenAI Vision Edge Integration GPT-5-mini integration for edge cases and intelligent feedback generation. ₦130,000 Final high-accuracy verification. One-time
2. VIREL SQUADS – Core Implementation (MVP)
Squad Formation & Invites Create/Join logic with invite codes, shareable links, and 7-day cooldown rules. ₦50,000 Supports search and invite-only entry. One-time
Squad Score & Points Logic Real-time point tracking (10 pts per task) independent of coin earnings. ₦50,000 Handles task reversals and audit adjustments. One-time
Weekly Leaderboards UI Global rankings and "Your Squad Rank" visualization with member counts. ₦50,000 Includes rank, name, and total points. One-time
Profile & Bonus Engine Squad profiles, role management (Leader/Member), and weekly bonus logic. ₦50,000 Bonus eligibility: min 3 tasks per week. One-time
3. Referral & Growth Engine
Advanced Referral Tracking Multi-tier tracking for conversion and user attribution. ₦50,000 Detailed growth analytics. One-time
Post-Earning Enforcement Logic requiring 5 referrals after first ₦500 earned. ₦45,000 Ensures platform sustainability. One-time
Homepage Visibility UI Permanent referral code display and one-tap sharing on Home. ₦45,000 Increases sharing frequency. One-time
4. Campaign Management & Moderation
Opportunity Batching Engine Algorithm to stagger opportunity visibility across users. ₦50,000 Prevents simultaneous rushes and server load. One-time
Level-Based Access Controls Restricting high-tier tasks to verified Novice users and above. ₦40,000 Improves campaign quality. One-time
Max Participant Enforcement Hard-limits on campaign participants with real-time counters. ₦35,000 Critical for budget management. One-time
5. Security & Spam Control
Facial Liveness Verification Biometric checks for withdrawal security. ₦0 Partially included in previous build. N/A
Anti-Spam Heuristics Behavioral analysis to flag and block suspicious user patterns. ₦40,000 Automated spam prevention. One-time
Capture Phone Numbers SMS-linked verification and storage. ₦0 Partially included in previous build. N/A
6. UX & Engagement Features
Tutorial Integration In-app screen recordings and interactive onboarding. ₦20,000 Reduces support overhead. One-time
Level Unlock Push Notifications Push alerts for user level progression. ₦0 Partially included in previous build. N/A
Locked Opportunity UI Custom lock-state icons and level-requirement overlays. ₦20,000 Visual psychological incentive. One-time
Forced App Updates Version check and mandatory update redirection. ₦0 Partially included in previous build. N/A
7. Social Media Integrations
Twitter Campaign Links Deep-link integration for Twitter follows, likes, and retweets. ₦25,000 Extends social reach. One-time
TikTok Link Validation Automated validation for TikTok campaign links. ₦0 Partially included in previous build. N/A
Community Group Links WhatsApp & Telegram group joining tasks with verification. ₦20,000 Grows official communities. One-time
8. Financial & Admin Systems
Withdrawal Rule Engine Minimum and secondary withdrawal tier enforcement. ₦40,000 Protects platform liquidity. One-time
Admin Approval Alerts Real-time alerts for opportunities and withdrawals awaiting review. ₦25,000 Streamlines moderation workflow. One-time
TOTAL BUILD COST (V2) ₦955,000

Infrastructure & Recurring Operating Costs

AI Services

OpenAI Vision API Subscription ₦100,000/year

Fixed annual allocation for gpt-5-mini processing and image validation.

Communication Services

SMS Verification (OTP) ₦6/sms

Pay-as-you-go billing for phone number verification and security alerts.

AI Implementation Details (Hybrid Approach)

The AI Proof Verification system follows a hybrid pipeline to maximize accuracy while eliminating redundant API costs:

  • Stage 1 (Local): Image compression using sharp to minimize token usage.
  • Stage 2 (Local ML): TensorFlow.js similarity pre-filtering to compare proofs against reference screenshots instantly at zero cost.
  • Stage 3 (Cloud Vision): gpt-5-mini analysis for complex edge cases and generating user-friendly rejection feedback.

Total V2 Build Investment

₦955,000

Initial Development for Version 2 Build

* Note: Build cost excludes infrastructure fees (OpenAI/SMS) which are billed based on volume.