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Fourteen tracks where AI actually makes money

Turnkey production systems that pay back in 1–6 months — the horizon is stated per service. Grouped into 4 tracks — from first customer contact to your own app.

Prices on the cards are starting figures: a simpler task costs less, a bigger one more. The final number is fixed in a quote after the written spec (free).

Demand: high — how often the market asks for this. My own priority, the difficulty of the work and the order of services inside a group all stay independent of this label.

Group A · 4 services

Customer touchpoints

Four products around the 'first contact'. Who it's for: the owner of a salon, clinic or online school. One pain — 'I lose leads after 7 PM'.

Demand: 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
  • Basic bot on one channel — from 15,000 ₽: answers from your price list and FAQ
  • Pilot end to end — from 60,000 ₽: qualifies the request, routes enquiries by group, escalates hot ones to your Telegram
  • Project — from 150,000 ₽: every channel at once, amoCRM or Bitrix24, team training
  • The same assistant answers on this site — ask it in the corner of the screen
Stack
Pythonn8nGigaChat / Claude / GPT-4oWA Business APIamoCRM / Bitrix24
from 15,000 ₽
+ 10–32k ₽/mo
payback
2–3 months
Discuss
Demand: 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 150,000 ₽
+ 20–40k ₽/mo
payback
1–2 months

Deep dive: where a phone robot breaks and how to check it before you buy

Discuss
Demand: 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 90,000 ₽
+ 13–26k ₽/mo
payback
2–3 months

Deep dive: booking chatbot: what breaks and nine questions for the vendor

Discuss
Demand: medium

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 110,000 ₽
+ 16–32k ₽/mo
payback
4–6 months
Discuss
Want to work out which service fits? Audit for 9,900 ₽ — 60–90 minutes, a walk through your processes, a written report.
Book audit
Group B · 4 services

Process automation

The process is already there, but you're short on people. Who it's for: COO, marketing lead, head of sales. The pain: '20+ team hours a week on busywork'.

Deep dive: inventory sync between 1C, Wildberries and Ozon — why the numbers never match

Demand: high Fastest payback

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 110,000 ₽
+ 13–32k ₽/mo
payback
<2 weeks
Discuss
Demand: high

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 150,000 ₽
+ 10–20k ₽/mo
payback
2–3 months
Discuss
Demand: high My core 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 190,000 ₽
+ 20–45k ₽/mo
payback
3–4 months
Discuss
Demand: medium

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 280,000 ₽
+ 32–78k ₽/mo
payback
4–6 months
Discuss
Want to work out which service fits? Audit for 9,900 ₽ — 60–90 minutes, a walk through your processes, a written report.
Book audit
Group C · 4 services

AI infrastructure and integrations

You already have something, but it works poorly / unsafely / opaquely. Who it's for: CTO / CIO / Head of IT.

Demand: medium

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: finds the right passage even when the wording differs
  • Source citations — you see where the answer comes from
  • Self-hosted option for sensitive data
Stack
LangChain / LlamaIndexpgvector / QdrantClaude / GigaChatSlack / Teams API
from 280,000 ₽
+ 26–52k ₽/mo
payback
2–4 months
Discuss
Demand: high

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 450,000 ₽
+ 40–104k ₽/mo
payback
3–6 months

Deep dive: 1C access without the 1C client, and what to check before you start

Discuss
Demand: above average Key service
Details

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, 45,000 ₽
  • Tier 2: Full Audit — 2–3 weeks, from 400,000 ₽
  • Tier 3: Continuous Engagement — from 52,000 ₽/mo
  • FZ-152 / 187-FZ KII compliance audit
Stack
OWASP LLM Top 10PromptfooGarakRebuffCloudflare WAF
from 45,000 ₽
+ 52–130k ₽/mo (retainer)
payback
Pays back on 1 prevented incident

Deep dive: personal data and LLMs: what to check yourself in 20 minutes

Discuss
Demand: high My own 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 600,000 ₽
one-shot 2–3 wk
payback
Measurable answer-quality growth
Discuss
Want to work out which service fits? Audit for 9,900 ₽ — 60–90 minutes, a walk through your processes, a written report.
Book audit
Group D · 2 services

Turnkey development

If you need the product itself, I build mobile + web from scratch: 20+ iOS apps in Swift, engineering experience since 2017.

Demand: medium

Turnkey mobile + web development

iOS / Android / Web. MVP 0→1 in 4–9 weeks. Production-ready code you can keep building on

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 280,000 ₽ · MVP from 1,200,000 ₽ · Enterprise 2–6M ₽
Fixed-price support
payback
6–12 mo depending on the product
Discuss
Demand: medium

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+, 1.2 MB vs 47 MB for a native app
  • 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 60,000 ₽ · PWA from 450,000 ₽ · Playable from 350,000 ₽
Updates on request · separate SLA
payback
1–3 mo for performance channels
Discuss
Want to work out which service fits? Audit for 9,900 ₽ — 60–90 minutes, a walk through your processes, a written report.
Book audit
Ready to start?

The 9,900 ₽ audit — with a concrete report and quote

I'll tell you what to deploy in your business first, what the payback looks like, and whether you need AI for the task at all (sometimes you don't).

Book an audit Message me on Telegram

Or just send your question — I reply within 2 hours