光 hikari°
The AI engine
you need.
Your daily workflow redesigned for collaborative teamwork and AI assistance.
Is your business prepared for AI?
Most companies do not have an AI problem; they have a data, control, and process problem.
AI does not fail because it is weak. It fails because it is dropped into broken structures — scattered data, unclear ownership, missing audit trails, and disconnected systems.
Where Bad Data Silently Breaks Everything
Incorrect history creates incorrect intelligence. Clean structure restores accuracy, traceability, and trust in every output.
Why Raw AI Breaks in Real Businesses
Large models forget. Tokens overflow. Context collapses. Architecture exists to prevent these invisible failures.
One System for Everyone Is a Security Failure
Finance, operations, development, and leadership where each department require different boundaries. Separation protects speed, accountability, and risk.
Disconnection Is the Hidden Cost Center
CRMs, documents, support, emails — when intelligence lives outside workflow, inefficiency multiplies silently.
Somethings Shouldn't Be Automated
Some processes must remain human. Others should disappear completely. Intelligence is placed only where measurable gain exists.
Blind Trust Is the Real AI Risk
There is no universal model. Each system is shaped for one mission. Control is what prevents hallucination from becoming liability.
About Us
We are "The Internet Company," deeply rooted in the evolution of technology. Founded in Istanbul in 1992 as a computer hardware company, we pivoted to web infrastructure and hosting in 1997. Today, we stand at the forefront of the next shift: designing private AI, voice, and decision systems for regulated industries.
"Today, we stand at the forefront of the next shift: designing private AI, voice, and decision systems for regulated industries."
We believe that most companies do not have an AI problem; they have a data, control, and process problem. Dropping powerful models into broken workflows results in hallucinations and liability.
Our mission is to fix the foundation first. We build custom software, RAG systems, and data infrastructure that allow Law, Medicine, Finance, and Sport Analytics firms to leverage intelligence without sacrificing security. We operate in a hybrid mode—keeping sensitive data private while scaling workloads in the cloud—ensuring that your system is compliant, audit-ready, and built to last.
Mission
We believe technology should offer stability. By approaching every problem with equal care, we build solutions that genuinely improve the quality of daily work and life.
Vision
We believe the internet exists to transform lives. Our vision is to turn that potential into reality by deploying our expertise, tools, and talent with an uncompromising commitment to excellence.
Our Values
- Accuracy Over Hype. We choose clean structure and truth over temporary hype.
- Tangible Results. The true nature of software is to make the abstract tangible. Our job is to merge architecture with creativity.
- Partnership. A vendor sells a product; a partner shares the risk. We operate as an extension of your company, ensuring your systems grow and secure themselves over time.
From Zero to Production
Real systems begin with exposure of the real bottleneck. Growth, cost control, operational stability, and governance are mapped before code is written. Strategy goes over the presentations and slides quickly. Production systems are built, secured, deployed, and operated side by side with internal teams.
Our Services
Custom Software
The operational brain of your company
Infrastructure & Servers
The physical layer intelligence runs on
System Architecture
The difference between scaling and collapsing
AI & RAG Systems
Private knowledge engines
Voice & Dialog Intelligence
Spoken intelligence with audit trails
CTO-Level Advisory
Long-term technology direction
Supported Industries
Law & Legal Technologies
Case files grow. Search slows. Judgments, evidence, and precedents are made searchable without breaking privilege or audit rules.
Decision Intelligence
Partnered with Decide Wiser
Make Decisions away from fallacies based on past data and behavioral psychology techniques.
Medical & Health Systems
Academic research and analysis become easier, keeping subject data in different variations.
E-commerce Platforms
Finding right products to promote, to cannabilize and understand the user behavior from analytics.
Horse Race & Sport Analytics
Performance is seen too late. Movement, fatigue, and tactical behavior become visible during play.
Carbon Emission & Sustainability
Reporting becomes a yearly panic. Measurement runs continuously without manual tracking.
Real Problems, Real Implementations
Case Studies
Legal Document Intelligence
Millions of pages made searchable in seconds
Clients send tones of unstructured data, we make them accessible with an advanced RAG.
Startup Knowledge Engine
Internal answers without meetings, tickets, or delays
Operations, product decisions, and customer history become immediately accessible to every authorized employee.
Strategic Decision Systems
All humans have biases
Our model helps you to see your own and employees biases for better communication, business outcomes
Medical Case Intelligence
Keeping patient data is a pain
Patients tell stories and missing lines is easy for the examiner, our solution converts verbal story into tangible data.
E-Commerce Intelligence
Products are matched to buyers before demand is obvious
Purchase behavior, inventory flow, and future demand are predicted at category and SKU level.
Large-Scale Sports Statistics
Decades of sports data become queryable instantly
Historical performance, league behavior, and trend shifts are indexed for coaching, media, and betting intelligence.
Carbon Emission Intelligence
Compliance becomes automatic instead of reactive
Emissions are measured, categorized, reported, and audited continuously without manual tracking.
Our Tech-Stack
We know that data can grow really quickly, these are tools in our disposal to help you.
Retrieval-Augmented Generation (RAG)
Private knowledge systems over millions of documents, audio, and structured business data.
Large-Scale Embeddings
High-volume semantic indexing for text, voice, images, and transactional records.
High-Performance Vector Search
Real-time similarity search across billions of vectors with isolated private indices.
Mass File & Media Systems
Secure storage and retrieval for very large document and media archives.
Voice Intelligence
Real-time speech processing, emotion detection, and spoken intent analysis.
Dialog & Behavior Detection
Conversation flow tracking, topic shifts, and behavioral vector extraction.
Decision Intelligence Systems
AI-supported executive decisions using real-time business and operational signals.
Private AI & Data Isolation
On-premise and private cloud AI deployments without external data leakage.
Operational Automation
AI-powered workflows for document processing, compliance, logistics, and support.
We Connect to What You Already Run
We integrate directly with the software your teams already use. This reduces risk, shortens delivery time, and removes uncertainty in large system builds.
Cloud & Infrastructure
- • AWS
- • Google Cloud
- • Microsoft Azure
- • DigitalOcean
- • On-Premise Server Systems
Databases & Data Systems
- • PostgreSQL
- • MySQL / MariaDB
- • SQLite
- • MongoDB
Documents & Collaboration
- • Google Workspace
- • Microsoft 365
- • Dropbox
- • Box
Communication & Voice
- • Twilio
- • Slack
- • Notion
- • Zoom
- • Microsoft Teams
- • Custom Systems
What Stays Private. What Scales Publicly. Why It Matters.
Most clients operate in hybrid mode — sensitive data remains private, while scalable workloads run in the cloud.
- Private Deployment
-
- • On-premise servers (GPU intensive)
- • Full data ownership
- • No external API dependency
- • Ideal for legal, medical, insurance
- • Works offline when required
- • Highest security & compliance level
- Cloud Deployment
-
- • AWS, Google Cloud, Azure
- • Rapid scaling
- • Lower upfront costs
- • High availability
- • Global access
- • Hybrid private–cloud architectures
Regulation Matters
Compliance & Regulatory Readiness
CCPA, FISA, GDPR, KVKK & Data Protection
Data minimization, encryption, access logging, and right-to-forget workflows.
Medical & Health Regulations
Secure patient data handling, controlled access, and audit-ready systems.
Insurance & Financial Data
Claims security, fraud prevention, immutable logs, and regulatory reporting.
Legal Data Compliance
Privileged document protection, secure archives, and long-term evidence storage.
AI Governance
Model traceability, explainable decision paths, and human-in-the-loop control.
Compliance-aware design at every layer of the system from day one.
光 hikari° AI Engine
Tangible goals, tangible results.
- We map your operations, constraints, and risks.
- Analysis & Needs
- We design architecture, access control, and data flow.
- System Design
- We build, integrate, and deploy.
- Implementation
- We operate, secure, and evolve the system with you.
- LTS
Frequently asked questions
Still have questions about how we work or what we build? Reach us at [email protected] .
This is a systems partnership.
• Corporations modernizing fragile legacy systems
• Regulated industries under audit pressure
• Teams scaling faster than their infrastructure
• Companies that lost control of their data
If Your Systems Are Becoming a Bottleneck, This Is the Exit.
From infrastructure to intelligence, your entire operation is rebuilt with intent.
Start a ProjectTechnical Disclosure
For CTOs & ArchitectsData Ingestion
- • API Gateways
- • File & Object Storage Pipelines
- • Audio & Streaming Ingestion
- • Event & Sensor Streams
Storage Layer
- • Distributed Object Storage
- • Relational Databases
- • Time-Series Databases
- • Cold Archive Systems
Vector Intelligence
- • High-Density Embedding Pipelines
- • Billion-Scale Vector Indexes
- • Semantic Similarity Engines
RAG Orchestration
- • Multi-Source Knowledge Graphs
- • Context Window Optimization
- • Hybrid Sparse + Dense Retrieval
Voice & Dialog Systems
- • Real-Time Speech Processing
- • Dialog State Tracking
- • Behavioral Vector Extraction
Decision Intelligence
- • Predictive Models
- • Executive Dashboards
- • Scenario Simulation
Security & Isolation
- • Private Network Segmentation
- • Encrypted Data at Rest
- • On-Prem & Private Cloud Deployments
Automation Layer
- • Document Processing
- • Compliance Monitoring
- • Workflow Orchestration
Architectures are designed for high availability, data sovereignty, horizontal scalability, and regulatory compliance. Every system can be deployed as fully private infrastructure.
The Internet Company
Systems Outlast Products.
Infrastructure Outlasts Trends.
arat.net was founded as a computer company in 1992. By 1997, moved into web infrastructure, hosting, and servers. Today, we design and build AI, voice, and decision systems for regulated and data-heavy industries.