Insights
Articles by the 105 engineering team across every direction: predictive analytics and on-premise LLMs at plants, education platforms, booking and CRM in services, management accounting and integrations.
September 23, 2026
How to build a manager ranking on top of amoCRM: the plan as a daily rate, actuals from closed deals, a traffic light based on the month's pace and honest handling of API limits.
ReadSeptember 23, 2026
How to send leads from ManyChat bots and Zapier scenarios to amoCRM in one request: the deal, the contact and the source tag at once, with no duplicates and no garbled tags.
ReadSeptember 23, 2026
How custom development works without "come back in six months": problem review, prototype, iterations, launch. What to put in the contract so the code and data stay with you.
ReadSeptember 23, 2026
Clients write in WhatsApp and Instagram at any hour, while managers reply during office hours. What an AI assistant can do, when it should hand the conversation to a person and how to launch it safely.
ReadSeptember 23, 2026
Unanswered night messages, double bookings, no-shows, manual payment checks — five places where a service business loses revenue, and what closes each of them.
ReadSeptember 23, 2026
Few students finish a video course, while interactive tasks and game mechanics keep them engaged. What matters in an LMS for schools and training centres in Kazakhstan: language, tasks, a parent portal, CRM.
ReadSeptember 23, 2026
When a business runs several legal entities, the consolidated spreadsheet is outdated before it is finished. What a holding ERP needs, how it coexists with 1C and where to start.
ReadJune 11, 2026 · 8 мин
A checklist for a foreign operator selecting an AI contractor in Kazakhstan: data sovereignty and on-premise architecture, Astana Hub residency, Russian and Kazakh languages, an honest pilot methodology. Why a local team costs 2–3x less than an international integrator.
ReadJune 9, 2026 · 9 мин
Three maturity levels of a digital twin, why a twin needs a language model, and which conditions are critical for Central Asia: a closed perimeter, Russian and Kazakh languages, legacy control systems. Why to start with a single-area pilot rather than an enterprise-wide twin.
ReadJune 6, 2026 · 8 мин
What violations HSE video analytics detects (PPE, danger zones, hot works), why video is processed on edge servers inside the perimeter, and which metrics to accept a system on: recall, precision, false alarms per shift. Implementation stages from audit to scaling.
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