AI Security & Enterprise Intelligence
Intelligent Software Solutions for a Better Future
Trusted by industry leaders
AI Red Team Platform
Comprehensive adversarial testing for AI systems — find what your guardrails miss before attackers do.
"We bought a guardrail, but does it actually work?"
Vendors claim 67-75% blocking rates. Without independent adversarial testing, you're trusting marketing numbers.
"Turkish and regional language support is an afterthought"
Most tools are English-first. For organizations in these markets, entire attack surfaces go untested.
"We need compliance proof, not just runtime security"
Regulators ask about EU AI Act, OWASP, NIST. Runtime-only protection covers a fraction of what auditors demand.
Attack Coverage
24 curated English benchmarks (JailbreakBench, HarmBench, SALAD-Bench) + native Turkish attack vectors across 19 categories and 495 techniques — not translated, original.
Compliance Mapping
Every finding tagged per-record to OWASP LLM Top 10 (full 10/10 coverage), MITRE ATLAS (35 techniques), NIST AI RMF, and EU AI Act. Not post-hoc — built into the dataset.
Execution Engine
Tokio-based Rust async runtime with parallel execution, 4 detection engines, resume/cancel, and model-agnostic API support.
Deployment Flexibility
Fully offline capable — Rust binary + local LLM + JSONL dataset. Air-gapped and CI/CD ready.
Data Exfiltration & DLP
Validate PII protection and DLP controls. Direct and indirect extraction probing for names, IDs, phone numbers — including Turkish-specific PII: TC Kimlik, IBAN, vergi numarası.
CI/CD Integration
Pipeline-ready with exit codes and JSON output. GitHub Actions workflow included. --dry-run for plan preview, headless export for automated data extraction.
English corpus from 24 benchmarks + native Turkish with regional dialects and slang
Compiled binary, not a Python script. 5-10x speedup over sequential testing
Rust binary + local LLM + JSONL dataset = air-gapped operation
One command tests any LLM: OpenAI, Anthropic, Azure, local models
AI-Powered Enterprise Knowledge Management
Stop just storing documents — deploy a platform that understands, summarizes, connects, and works for you.
Agentic AI Architecture
Multi-agent orchestration system with autonomous decision-making. Agents coordinate planning, analysis, summarization, and action recommendation tasks.
Hybrid Information Retrieval
Hybrid architecture combining keyword, vector, and graph-based search. Reranking algorithms surface the most relevant results.
Intelligent Document Processing
High-accuracy structural information extraction from documents with complex layouts, tables, charts, and images. Automatic classification, titling, and metadata generation.
Security & Compliance
Role-based access, LLM guardrails preventing information leakage, PII masking, and full audit trails. On-premise deployment available.
More Products
Modular AI products designed to integrate seamlessly into your existing infrastructure.
AX-Search
Enterprise search engine with semantic understanding and hybrid retrieval.
AX-Rec
Recommendation system with collaborative filtering and real-time personalization.
AX-Rank
Intelligent ranking with learning-to-rank algorithms and multi-objective optimization.
AX-GPT
Domain-specific AI assistant with RAG capabilities and custom knowledge base integration.
Services & Expertise
From strategy to production — 20+ years of building intelligent systems across defense, telecom, energy, and e-commerce.
LLM & Generative AI
Build, optimize, and secure large language model applications
Agentic AI
Deploy autonomous AI agents that reason, plan, and act
AI Security
Find vulnerabilities in your AI systems before attackers do
Search & Retrieval
Connect your teams to the right information, instantly
Machine Learning & Data
Turn raw data into predictive models and actionable insights
Systems Engineering
Model complex systems with formal verification and simulation
RAMP Methodology
Rapid Algorithm Development for Products — our proven framework for turning ideas into production-ready intelligent systems.
Requirements
Problem definition, data assessment, success metrics
Algorithm Design
Research, model selection, architecture planning
Proof of Concept
Rapid prototyping, validation, benchmark testing
MVP
Production pipeline, API development, integration
Live System
Deployment, monitoring, continuous improvement
Selected Projects
A selection of intelligent systems we have designed and delivered.
Enterprise Search Platform
LLM-powered conversational search with RAG and Elasticsearch — semantic retrieval for telecom and e-commerce platforms.
40% faster retrieval
Recommendation Engine
Personalized product, query, and category recommendations for an e-commerce platform with tens of millions of products.
2.3x CTR improvement
Ranking System
Learning-to-rank optimization for listing and search pages on an e-commerce site with 20M+ monthly visitors.
20M+ monthly visitors served
AI Assistant Platform
Enterprise workforce chatbot with RAG, agentic workflows, and LLM guardrails for real-time operational data access.
Enterprise-scale, 50K+ daily queries
Model-Based System Development
SysML-based systems engineering with simulation environments and trade-off analysis for defense self-protection systems.
Defense-grade system design & formal verification
Call Center Analytics
Employee turnover prediction system with ML models and decision-support dashboard for call center operations.
30% reduction in turnover prediction error
Marketing Mix Modelling
Channel attribution and budget optimization using Google Meridian and Meta Robyn for e-commerce marketing ROI.
20% increase in ROI