MCP connectors for ChatGPT
We expose company systems as permission-scoped MCP tools, so ChatGPT and other agents can search, read and update business data without bypassing access rules.
AI implementation studio, Kazakhstan
AI agents inside real workflows
We design, build and run agents connected to messengers, documents and local systems like 1C and government e-invoicing.
What we deliver
End-to-end: process discovery, agent design, integrations, interface, hosting and ongoing tuning. One team owns the result.
Messenger agents
WhatsApp and Telegram agents that qualify leads, answer in Russian and Kazakh, and hand off to a person when needed.
Document AI
Classification, extraction and reconciliation of invoices, waybills, contracts and bank statements.
Permission-aware search
Employees ask in their own words and get answers with links, limited to files they are allowed to see.
The systems agents run on
ERP, CRM and client portals built around the workflow, with integrations to 1C, Kaspi, banks and the state e-invoicing system.
Case studies
Built and running in production
Drive ESL: a company drive with an AI assistant and an MCP server
Teams lost time hunting for contracts and outgoing letters across folders. We built a corporate cloud drive where the assistant finds documents from a short request and agents can work with files through MCP.
- AssistantUnderstands Russian, Kazakh and English, including mixed messages. Answers with file links, never invents contents.
- MCP server11 tools: search, list, read, write, upload, move, create folders and more. Scoped per company with revocable tokens and rate limits.
- SecurityEvery call respects folder-level access grants. Secrets are masked before any text reaches the model. Requests are logged for audit.
- PlatformLaravel, online office editing, file versions, virus scanning, watermarks, hosted in Kazakhstan.
Zhiyn: tax and accounting automation for Kazakhstan SMBs
Small companies miss filing deadlines and juggle several government portals. Zhiyn turns those obligations into a daily task list and connects directly to the systems involved.
- IntegrationsState e-invoicing (ESF), tax authority portal (KGD) and the Enbek labour system, with scheduled sync.
- AutomationDeadline calendar, document control, automated signing flows and bank statement import from CSV, 1C or XLS.
- RolesOwner, director, accountant, assistant and viewer, with every company kept as a separate tax context.
- Next stepAn agent on top of this structured data that explains what is due, prepares drafts and flags missing documents.
We automate what pays back. If a spreadsheet solves it, we say so.
Why a local team matters in Kazakhstan
Most automation value here sits behind local systems, two languages and data rules that global tools do not cover out of the box.
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Russian and Kazakh
Agents handle both languages and code-switching, which is how customers actually write.
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Local systems
1C, Kaspi, ESF, KGD and Enbek integrations are already part of our stack.
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Data residency
Systems are hosted in Kazakhstan, and only task-relevant, masked data is sent to models.
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WhatsApp-first customers
Most customer contact happens in WhatsApp, so agents live where conversations already are.
Start with one workflow
No year-long rollouts. A pilot on real data first, then scale what works.
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Discovery
We map the workflow, find where time is lost and estimate the payback in hours and money.
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Paid pilot
One agent, one workflow, real data and agreed success metrics.
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Integration
Connect to messengers, 1C, CRM and documents. Train the team.
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Operate and improve
Monitor answer quality, report results monthly and add scenarios as the business grows.
Contact
Tell us about the workflow you want to automate
Clients, partners and platform teams are welcome. We reply within one business day.
- Workflow review on a call
- Payback estimate
- Pilot plan with timeline
Message sent
Thank you. We will get back to you within one business day.