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AI Automation combines classical automation (RPA, scripts, integrations) with artificial intelligence (LLM, computer vision, ML). It enables computers to handle tasks previously requiring human thought: document analysis, customer communication, decision-making, content generation.
Unlike conventional automation that follows rigid rules, AI automation understands context: recognizes what's in a document, classifies customer requests, translates, gives meaningful responses.
GPT-4o-mini reads incoming messages, classifies topics with 92% accuracy, auto-replies to typical questions, escalates complex ones to a specialist with context summary.
Vision API recognizes PDF/JPG invoices, extracts BIN, amount, IIK, payment details, sends to 1С via REST API.
AI pipeline daily generates SEO articles (10–20 per day), auto-publishes via WP REST, sends to Google Indexing API + IndexNow, creates covers in DALL-E 3 / Flux.
AI voice bot calls 1000 leads per day, asks qualification questions, scores ICP, hands top-50 to live sales rep.
AI resume screening on 30 criteria delivers top-10 in 5 minutes. AI onboarding chat answers first-week typical questions.
AI agent collects data from 1С, banks, CRM, BI, forecasts cash-flow 30/60/90 days, identifies payment anomalies.
| Tier | Scope | Timeline | Price (USD) |
|---|---|---|---|
| Quick win | 1 process | 2–3 weeks | From $1,700 |
| Department | 3–5 processes | 6–10 weeks | From $7,500 |
| Cross-functional | 10+ processes | 3–5 months | From $21,000 |
| Enterprise platform | Full AI platform | 6–12 months | From $52,000 |
With the most painful and frequently repeated process. If 50% of manager time goes to identical client replies — start with AI chatbot. Don't try to automate everything at once.
Average 3–6 months. Example: $2,500 document workflow project saves work of 1 accountant ($1500/month). Pays back in 1.5 months.
Our experience: in 19 years of digital, no client fired employees after AI automation. Freed-up time goes to strategy, learning, new products.
Related: AI Development, RU, KZ.