Etimad Intelligence (admin.sa) — GovTech Tender SaaS
B2B contractors spent ~14 days manually reviewing 300+ page government tender books and drafting proposals. Engineered a distributed SaaS platform scraping daily tenders from Etimad, generating compliant Word proposals automatically, and predicting bid win probabilities.
Operational Benchmarks
Measurable impact achieved in production.
Proposal Prep Reduction
Daily Scraped Tenders
Win Prediction Accuracy
Saved Weekly Staff Hours
Operational Challenges
Critical bottlenecks prior to system deployment
- Real-time scraping and indexing of thousands of daily government tenders.
- Generating compliant Word/PDF proposals formatted strictly to Saudi government standards.
- Predicting bid win probability using historical competitor pricing datasets.
- Managing recurring SaaS subscriptions and automated WhatsApp tender alerts.
Operational Transformation
Direct before vs after production benchmarks
Proposal Drafting Time
Opportunity Discovery
Architectural Decisions & Trade-offs
Engineered design choices, technical rationale, and evaluated trade-offs
Leveraged Celery + Gemini Batch API for async processing
Architectural Rationale:
Prevented UI blocking when crunching massive PDFs and drafting Word proposals.
Selected LightGBM for Tender Win Prediction
Architectural Rationale:
Exceptional speed, low latency, and superior accuracy on tabular historical bidding data.
Data Flow & Integration Pipeline
Live visual pipeline demonstrating real-time data exchange across services, AI engines, and databases.
Production Interfaces & Modules
Comprehensive architectural walkthrough of live dashboards, portals, and background engines.
Tender Breakdown & Ministry Activity Analytics
Business Intelligence & DataAnalytical breakdown visualizations of tenders by procurement type and ranking the most active Saudi governmental entities.
Recent Tenders Feed & Subscription Distribution
Subscriptions & Live FeedLive ingested Etimad tender feed table with reference numbers alongside subscription tier distribution metrics.
Tenders Catalog & Geographic Navigation Sidebar
System Architecture & NavigationExpanded administrative sidebar menu showing tender catalogs, government entities, activity taxonomies, and regional geo-data.
Affiliates & Instant Alerts Navigation Sidebar
Affiliate & Notification EngineAdministrative navigation section managing affiliate profit sharing, commission payouts, and WhatsApp alert rule dispatchers.
AI Technical Proposals Navigation Sidebar
AI Proposal GenerationAdmin navigation module for AI proposal generation sectors, proposal templates, and customized technical RFP generation.
SuperAdmin Master KPI Analytics Dashboard
Dashboard & AnalyticsPlatform-wide master administration dashboard monitoring 165k+ indexed Etimad tenders, active subscriber growth, and 7-day procurement volume trends.
Automated WhatsApp Tender Alert Rule Builder
Smart Automation & AlertsUser alert configuration wizard enabling automated push notifications to WhatsApp matching contractor business criteria.
Market Intelligence & Top Winning Contractors Leaderboard
Competitive IntelligenceProcurement intelligence leaderboard ranking market leaders and winning competitors across 26,800+ awarded government tenders.
AI Technical Proposal Sector Selection
AI Proposal GenerationSector-specific RFP proposal template catalog tailored to official Saudi Etimad government procurement standards.
AI RFP Proposal Builder & Document Ingestion Wizard
AI Proposal GenerationSingle-page AI proposal builder with custom system prompt overrides, tender RFP parsing, and company credentials integration.
Affiliate & Partner Earnings Management Portal
Affiliate ManagementPartner affiliate portal tracking unique referral links, click-through conversions, commission balances, and payout statuses.
Interactive Etimad Tenders Explorer
User Portal & Tender SearchAdvanced interactive procurement table with multi-faceted filtering by region, ministry, sector, and closing deadlines.
Admin.sa SaaS Platform Landing Page Hero
Landing Page & UI/UXHigh-converting SaaS landing hero featuring 24/7 live Etimad monitoring widget, instant telemetry metrics, and subscription CTA.
"If rebuilt, I would incorporate a real-time collaborative editor allowing multi-user adjustments to the AI proposal directly inside the browser."
— Mahmoud Talaat, Founder & Lead Systems Architect