ASADI AI
Governance-first product engineering
Production-grade intelligent systems for enterprise operations, internal AI infrastructure, and AI-native products.
SOTKA
Real merchant workflow, not concept art.
Sotka helps small businesses create products, publish a branded storefront, share it instantly, and handle customer inquiries from one mobile workflow.
Create products
AI-assisted product setup with manual control when needed.
Customize storefront
Brand the public page and merchant presentation.
Share anywhere
Push the shop link across messaging and social channels.
Capture demand
Handle real customer inquiries in one workflow.
Currently live in Armenia, Georgia, and Cyprus
Primary proof
Create products with AI
AI-assisted product creation with manual fallback and barcode scan.
Merchant workflow
Receive customer inquiries
Storefront control
Brand the public page
Services
We build production-grade intelligent systems with governance designed into the operating model, not added after the fact.
Intelligent Product Engineering
Web, mobile, and operator-facing systems built for real usage, durable state, and accountable decision flows.
AI Systems & Governance
LLM integration, RAG, policy gates, approval flows, and evidence generation for AI that has to stay attributable in production.
Workflow Automation & Internal Platforms
Internal tools and domain platforms that reduce coordination overhead without hiding authority boundaries or auditability.
Cloud, Data, and Delivery Infrastructure
Production environments, data models, CI, and deployment pipelines designed for reliability, controlled change, and operational clarity.
Architecture Review for High-Risk Systems
Design review for products where silent automation, unclear ownership, or failure drift would create outsized operational risk.
Selected Work & Products
A mix of flagship product work, governance infrastructure, and selected applied systems from our build history. Public descriptions stay narrowly scoped to what can be represented truthfully on a company site.
Sotka — AI Micro-Ecommerce
AI-powered mobile app that turns photos into instant online shops for small businesses across Armenia, Georgia, and Cyprus.
Technology & Approach
Tools matter, but doctrine decides whether a system can be trusted in production. These are the constraints we build around.
Fail-Closed Defaults
The safe path is the default path. If policy, context, or approval is missing, the action stops.
Explicit Authority Boundaries
Recommendation, preparation, approval, and execution are modeled separately so responsibility stays clear.
Auditability
The system emits evidence while it runs, so critical decisions stay attributable without forensic guesswork.
Tenant Isolation
Boundaries are enforced in the execution model, not just in UI assumptions or row filters.
Evidence-First Release Discipline
Delivery pipelines are designed to falsify broken assumptions before production inherits them.
AI Where It Earns Trust
We use AI where it improves a real workflow and can be bounded, evaluated, and supervised.
About ASADI AI
Asadi Labs LLC is the company behind ASADI AI, our public brand and product-facing domain. We build enterprise systems, internal AI infrastructure, and AI-native products that are meant to run in production, not just demo well.
Governance-first engineering means the control model is part of the product. We define explicit boundaries, keep approvals attributable, and design for auditability, tenant separation, and real operator oversight from the start.
Sotka is our flagship proof point, but the company is broader than a single product. We apply the same doctrine across fintech platforms, operational systems, and reusable AI infrastructure.
Explicit Authority Boundaries
Automations can recommend or prepare work, but consequential actions stay behind declared authority and approval boundaries.
Fail-Closed Defaults
If no rule authorizes an action, the system blocks it and surfaces why instead of guessing its way forward.
Auditability by Design
Events, approvals, and operator decisions are recorded as part of execution, not reconstructed after an incident.
Operator Trust
Interfaces are built to be legible to the people who own the outcome, not just impressive to observers.
Discuss a Production System
If you are scoping an enterprise system, internal AI platform, or AI-native product, we can work through architecture, governance, and delivery constraints.
30 min — system scope, governance, and delivery fit