Case Studies
Real problems. Real solutions. Measurable results from the swarm.
Verginon
SMB accounting in Turkey is slow, expensive, and error-prone. Document collection, classification, and compliance create recurring monthly friction.
AI-powered document processing with SMMM-approved hybrid automation. Businesses submit documents; the system classifies, processes, and prepares everything for certified accountant approval.
BLUE SENTINEL
Drowning incidents happen silently. Existing cameras record but do not prevent. Human lifeguards lose focus, but AI never does.
4-layer AI behavior analysis system with IP67 industrial-grade hardware. Distinguishes panic from play using time-based analysis and real-time alerting.
Lumora.ai
The creative AI industry is drowning in amateur prompt engineering. Billions wasted on vague prompts with inconsistent results.
Cinematic Vocabulary Engine with 3000+ atomic visual parameters and Nano Banana forensic vision AI — a 50-point image autopsy system.
BORU/HORNET-PACK
Field commanders lack instant precision air support. Large UAV systems cost millions and require extensive logistics.
Man-portable tactical backpack launching a 7-drone swarm (1 scout + 6 strikers) in under 60 seconds. 3D-printed chassis for field-replaceable parts.
KuarMenu
Restaurants in Turkey lose 30% revenue to outdated paper menus and manual ordering. No affordable digital solution exists for small venues.
AI-powered QR menu platform that digitizes the entire ordering flow — from menu creation to payment integration — in under 5 minutes.
HEALBAL
Traditional medicine knowledge is fragmented across cultures with no AI-powered verification system. Patients lack reliable data on natural remedy efficacy.
AI-driven platform cross-referencing 10,000+ traditional remedies with clinical research, providing evidence-based natural health recommendations.
Toolsvana
SMEs waste 15+ hours weekly switching between disconnected SaaS tools. No unified AI workspace exists for emerging market businesses.
All-in-one AI productivity suite integrating project management, CRM, accounting, and team collaboration — built for emerging market pricing.
KapakStudio
Independent authors and publishers spend $500-2000 per book cover. AI design tools produce generic results that don't sell books.
AI-powered book cover design platform trained on bestseller visual patterns, generating market-optimized covers in minutes for a fraction of traditional costs.
StratosStrike
Conventional precision strike UAVs cost millions, leave massive thermal signatures, and are vulnerable to GPS jamming.
Balloon-launched stratospheric glider with 1000km+ range, zero fuel cost, and INS/AI-based GPS-denied navigation.
TRADELET
90% of retail traders execute manually, losing to bots and institutions. Existing automation tools are complex, expensive, or single-exchange locked.
Zero-code trading automation platform importing TradingView/PineScript strategies natively. Non-custodial, multi-market (Binance + MetaTrader 5), running 24/7.
How we reduced an e-commerce giant's operational load by 60% with LLM integration
The customer support team was drowning in 12,000+ tickets per day. SLAs slipped, churn climbed, and cost-per-support hit $2.40.
We deployed a Brain Architecture intake agent. Strategy lobe (intent + priority routing), Execution lobe (knowledge base lookup + draft response), Neural Sentinel (escalation watch + tone consistency). Plugged into the company's Zendesk + Shopify + Stripe stack. Eval pipeline ran weekly with LLM-as-judge.
We took invoice processing from 4 hours per accountant per day down to 12 minutes — across a 200-person firm
Manual invoice entry was eating four hours per accountant daily. Error rate sat at 3.2%. The firm's intake capacity was capped.
Document Intelligence agent plus a human-approval workflow. OCR + data extraction + Logo/Mikro accounting integration + a KVKK-compliant audit log.
We classified 4,500 daily citizen requests inside three minutes for a metropolitan municipality
The communications center was sorting 4,500+ daily citizen requests by hand. Average time to land in the right department was 36 hours.
A Turkish-optimized intent classifier with sentiment and priority scoring, governed by a KVKK Category 1 data minimization policy and wired straight into the municipal CRM via API.
Lifting a family office's algorithmic strategy Sharpe from 0.8 to 1.6 with a swarm architecture
A quantitative strategy ran on a single-agent momentum model. When volatility spiked, Sharpe dropped to 0.8 and drawdowns reached 18%.
A Brain Architecture deployed on top of the Verginon library: a strategy agent (regime detection), an execution agent (order routing + slippage optimization), and a Neural Sentinel (anomaly + cap kill switch). Walk-forward backtest plus canary deployment.