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Thirteen tracks where AI actually makes money

Not 'set up ChatGPT' and not courses. Turnkey production systems that pay back in 1–3 months. Grouped into 4 tracks — from first customer contact to your own app.

Group A · 4 services

Customer touchpoints

Four products around the 'first contact'. One buyer (SMB owner of a salon, clinic, online school), one pain — 'I lose leads after 7 PM'.

HIGH

AI chat assistant (WA / TG / Avito / website)

Replies in 30 sec 24/7, qualifies leads, forwards hot ones to your Telegram

Who it's for

E-com (WB / Ozon / Avito), service businesses 20–200 leads/week

What's included
  • Multi-channel: WhatsApp / Telegram / Avito / website
  • Trained on your products / services / FAQ
  • Qualification → segment routing
  • Hot leads escalated to personal Telegram
Stack
Pythonn8nClaude / GPT-4oWA Business APIamoCRM / Bitrix24
from 35,000 ₽
+ 8–25k ₽/mo
payback
6–8 weeks
Discuss
HIGH

Voice call automation

Picks up calls 24/7, answers FAQs, escalates complex cases. Natural ElevenLabs voice

Who it's for

Dental clinics, barbershops, auto shops, law firms, delivery

What's included
  • Vapi / Bland AI + ElevenLabs voice
  • Books into YClients / 1C:Medicine
  • Answers FAQs from your knowledge base
  • Escalates complex cases to a human operator
Stack
VapiBland AIElevenLabsGigaChat (FZ-152)YClients API
from 80,000 ₽
+ 15–30k ₽/mo
payback
2–4 weeks
Discuss
HIGH

AI customer booking 24/7

Voice + chat. Client picks their own slot in YClients / Dikidi — no operator

Who it's for

Beauty salons, clinics, auto shops, SPAs

What's included
  • Vapi + chat agent in a single flow
  • Direct integration with YClients / Dikidi API
  • Auto-reminders TG / SMS (no-shows −28%)
  • Reschedule / cancel without admin involvement
Stack
VapiYClients / Dikidi APIGigaChatReminder bot TG/SMS
from 50,000 ₽
+ 10–20k ₽/mo
payback
4–6 weeks
Discuss
MED

Reputation management: reviews + AI replies

Triggers a review request after a deal, replies to negatives in 2 hours, monitors Ya.Maps / 2GIS

Who it's for

HoReCa, retail chains 3+ locations, medical centers, car dealers

What's included
  • Pipeline after work order closes in 1C
  • Sorting 5★ → Ya.Maps / 2GIS, ≤3★ → internal
  • Reply generation in tone-of-voice
  • NPS dashboard by staff / services
Stack
n8nWAPI.cloudGigaChatYa.Maps / 2GIS APIMetabase
from 60,000 ₽
+ 12–25k ₽/mo
payback
2–3 months
Discuss
Not sure which service fits? Audit for 5,000 ₽ — 1 hour, case review, recommendations.
Book audit
Group B · 4 services

Business process automation

The process is already there, but you're short on people. Buyer — COO, marketer, head of sales. The pain: '20+ team hours a week on busywork'.

HIGH

Lead funnel automation

Website → CRM → auto follow-up 1h / 24h / 3d. Persona-based warm-up based on client history

Who it's for

Performance agencies, B2B SaaS, online schools

What's included
  • Capture from any source (website / landing / Avito / ads)
  • Auto-segmentation and routing
  • Multi-channel follow-up email / WA / TG
  • AI generates personalized copy
Stack
n8nMakeClaude / GPTPostgreSQLamoCRM / Bitrix24
from 60,000 ₽
+ 10–25k ₽/mo
payback
<1 week
Discuss
HIGH TOP-1 by ROI

AI document and invoice processing

Invoices / contracts / resumes → structured data in 1C / Excel / CRM. 92% accuracy

Who it's for

Accounting (50–500 invoices/mo), HR, legal, B2B manufacturing

What's included
  • OCR for PDF / scans / photos
  • Extraction of details, amounts, counterparties
  • Template-based categorization
  • Direct export to 1C / 1C:Bitrix
Stack
PythonTesseract / Yandex VisionGPT-4o / GigaChat1C ClientBank API
from 80,000 ₽
+ 8–15k ₽/mo
payback
4–6 weeks
Discuss
HIGH Native audience

AI for the marketing team

Competitor scraping, AI creative generation, auto client reports, lead enrichment

Who it's for

Performance agencies 5–30 people, in-house marketing

What's included
  • FB Ad Library / TikTok Creative parsing
  • AI generation of 25–30 creatives/wk per brief
  • Auto reports PDF / Notion on Monday 9:00 AM
  • Apollo + Clay lead enrichment
Stack
PythonFB Graph APIApollo + ClayMidjourney APINotion
from 100,000 ₽
+ 15–35k ₽/mo
payback
6–10 weeks
Discuss
MED

Lead generation systems (outbound)

Apollo + Clay + GPT outreach. Pipeline $2–10k MRR without an SDR team

Who it's for

B2B with ACV 200k+ ₽, SaaS targeting the West, IT outsourcing

What's included
  • Apollo 1.2M ICP base sample
  • Clay enrichment (SPARK + RSS + BuiltWith)
  • GPT personalization across 4–7 datapoints
  • Instantly 8 mailbox + A/B + 4-step follow-up
Stack
Apollo.ioClayInstantly.aiClaude / GPTamoCRM
from 150,000 ₽
+ 25–60k ₽/mo
payback
2–3 months
Discuss
Not sure which service fits? Audit for 5,000 ₽ — 1 hour, case review, recommendations.
Book audit
Group C · 4 services

AI infrastructure and data

You already have something, but it works poorly / unsafely / opaquely. Buyer — CTO / CIO / Head of IT.

MED

AI assistant over internal knowledge base (RAG)

Employees ask questions → AI answers from your policies / pricing / instructions

Who it's for

Companies of 50+ people: support, HR, IT helpdesk, retail chains

What's included
  • Upload any documents: PDF / Word / Notion / Confluence
  • Semantic search (not keyword)
  • Source citations — you see where the answer comes from
  • Self-hosted option for sensitive data
Stack
LangChain / LlamaIndexpgvector / QdrantClaude / GigaChatSlack / Teams API
from 150,000 ₽
+ 20–40k ₽/mo
payback
2–4 months
Discuss
HIGH Arbitrage US→RU
deep-page

MCP integrations with 1C / Bitrix24 / amoCRM

MCP servers and connectors — AI works with corporate data safely

Who it's for

RU corporates on 1C / Bitrix / amoCRM / RetailCRM, CTOs 100–1000 people

What's included
  • MCP server for 1C via OData / Web services
  • Templated MCP for top-5 RU CRMs
  • AI chat 'how much did we sell in April in SPb' → 5 sec from 1C
  • Subscription: hosting + updates + consultations
Stack
TypeScript / Python MCP1C ODataBitrix24 RESTamoCRM APIClaude
from 250,000 ₽
+ 30–80k ₽/mo
payback
3–6 months
Discuss
MED-HIGH Signature offering
deep-page

Defensive diagnostic of AI systems

I attack your LLMs, RAG, MCP servers and infrastructure per OWASP LLM Top 10 — finding what classic pentesters miss

Who it's for

B2B SaaS with AI features, performance agencies, e-com with AI support, government contractors (KII)

What's included
  • Tier 1: Express Diagnostic — 1 day, 25,000 ₽
  • Tier 2: Full Audit — 2–3 weeks, from 200,000 ₽
  • Tier 3: Continuous Engagement — from 40,000 ₽/mo
  • FZ-152 / 187-FZ KII compliance audit
Stack
OWASP LLM Top 10PromptfooGarakRebuffCloudflare WAF
from 25,000 ₽
+ 40–100k ₽/mo (retainer)
payback
Pays back on 1 prevented incident
Discuss
HIGH Signature methodology

AI Evals & Optimization

If your AI bot / RAG 'sometimes works, sometimes doesn't' — Hamel Husain's methodology in a RU package

Who it's for

Companies in their 2nd AI adoption cycle. Teams with AI features but no evals

What's included
  • Data labeling pipeline for evals
  • Error analysis (open → axial coding)
  • LLM-as-judge prompts with calibration
  • Dashboard in Braintrust / LangSmith / custom-built
Stack
BraintrustLangSmithPython evalsClaude / GPT
from 300,000 ₽
one-shot 2–3 wk
payback
Qualitative WR metric growth
Discuss
Not sure which service fits? Audit for 5,000 ₽ — 1 hour, case review, recommendations.
Book audit
Group D · 2 services

Turnkey development

Trust signal. If you need the product itself (not its AI layer), I build mobile + web from scratch. 20+ iOS apps in the App Store, 7 years of enterprise React / Node.

MED

Turnkey mobile + web development

iOS / Android / Web. MVP 0→1 in 4–9 weeks. Production-ready code, not vibe-coding

Who it's for

Startups 0→1, SMBs with their own app, enterprise pilot projects

What's included
  • iOS native: Swift / SwiftUI / iOS 17+ / App Store deploy
  • Android native: Kotlin / Compose / RuStore deploy
  • Web: React / Next.js / Astro / SSG-first
  • Backend: Node.js / Python FastAPI / Postgres / Selectel
Stack
Swift / SwiftUIKotlin / ComposeNext.js / AstroNode.js / FastAPISelectel / Yandex.Cloud
Website from 150,000 ₽ · MVP from 600,000 ₽ · Enterprise 1–3M ₽
Fixed-price support
payback
6–12 mo depending on the product
Discuss
MED

PWA / Playable / Landing for performance campaigns

Lightweight web apps and interactive creatives for ad funnels: PWAs with iOS Add to Home, playable HTML5, Astro landings with lead scoring

Who it's for

Performance agencies, e-com on WB/Ozon/Shopify, ad production, mobile game developers

What's included
  • PWA: iOS Add to Home Screen, offline via Service Worker, WebPush iOS 16.4+, 30× smaller than native (1.2 MB vs 47 MB)
  • Playable HTML5: Cocos2d-js / Phaser, for FB / TikTok / IronSource / AppLovin / Unity Ads
  • Astro landings: SSG-first, lead scoring A/B/C/D, Dadata + SPARK enrichment by INN
  • Integrations: amoCRM / Bitrix24 / YClients / YooKassa / Telegram notifications
Stack
Astro 5Tailwind 4Cocos2d-js / PhaserWorkboxDadata / SPARK APIYClients
Landing from 80,000 ₽ · PWA from 250,000 ₽ · Playable from 180,000 ₽
Updates on request · separate SLA
payback
1–3 mo for performance channels
Discuss
Not sure which service fits? Audit for 5,000 ₽ — 1 hour, case review, recommendations.
Book audit
Готовы начать?

Аудит за 5 000 ₽ — с конкретным отчётом и сметой

Расскажу что внедрить в вашем бизнесе в первую очередь, какая будет окупаемость, и нужен ли вообще AI для вашей задачи (иногда — нет).

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