Qonaev AI
A general-purpose sovereign AI platform — Kazakh-language models, vector stores, memory, embeddings, and agents — with data that stays in Kazakhstan.
Platform
What's included
A complete stack for building sovereign AI applications.
Kazakh-language models
A curated selection of base and instruct models with strong Kazakh-language support.
Vector databases
A gallery of production-grade vector stores — choose the right backend for your retrieval workload and scale.
Memory tools
Memory primitives for agents — long-term knowledge, conversational context, and per-user state, all stored in-country.
Embedding models
Multilingual embedding models with strong Kazakh-language coverage, tuned for retrieval and semantic search.
AI agents
State-of-the-art agents for analysis, decision support, monitoring, and investigation workloads.
Curated skills
A library of SKILL.md files — task-specific instructions that agents load on demand for analysis, document processing, compliance, and other workflows.
Sovereignty
Sovereign by default. Frontier on demand.
All compute, storage, and inference run inside Kazakhstan, on infrastructure we control. Partners with stricter requirements can run the same stack on dedicated on-prem hardware.
For workloads that benefit from a frontier external model — complex reasoning, niche analysis, advisory tasks — we offer an opt-in route. Data is anonymized in-country before it's sent; the external model only sees what's safe to share, and acts purely as an advisor.
Hardware
On-prem when it matters.
Hardware deployments for partners that need the stack on-site — configured, tuned, and ready to run.
Full platform onboard
Every layer of Qonaev AI ships pre-installed: models, vector DBs, memory, embeddings, agents, and skills.
Inside your perimeter
Runs entirely on partner premises with no external dependencies required at runtime.
Sized to workload
Configurations from single-node pilots up to multi-rack production deployments.
Fully sovereign
Meets the strictest data-residency, isolation, and audit requirements.
Hybrid to fully local
Run on-prem alongside cloud workloads, fully isolated, or any mix in between.
Custom-tuned
Hardware and software configurations tuned to your specific workload, models, and latency targets.
Use cases
What the agents do
Configurable agents tuned for analysis, monitoring, investigation, and decision-support workloads.
Analytics
Process structured and unstructured data to surface patterns, trends, and anomalies across departments and datasets.
Decision support
Synthesize data, regulations, and historical precedent to inform faster, better-grounded decisions for officials and analysts.
Anti-fraud
Detect anomalous transactions, identity inconsistencies, and known fraud patterns across financial and administrative systems.
Social-engineering observability
Monitor and detect phishing campaigns, manipulation attempts, and information operations targeting officials and the public.
Mass-media observability
Track narratives, sentiment, and emerging stories across local and international media in near real time.
Deep OSINT research
Aggregate open-source signals across the web, social platforms, and structured registries into investigation-ready briefs.
Anti-corruption risk analysis
Surface risk indicators in procurement, contracting, and asset declarations — flagging conflicts of interest and unusual patterns for review.
Anti-money-laundering
Trace transaction networks, beneficial ownership, and cross-border flows to flag laundering typologies for compliance teams.
Availability
Available now. API soon.
On-demand engagements
Pilots and bespoke deployments for businesses and government partners.
Public API
Self-serve access for builders. In development.
First strategic partners
Akimat of Almaty Region · Department of Digital Technologies of Almaty Region