Examples of my AI solutions

I automate support, documents, data and requests. Below is a gallery of what I can build for your process. Before payment, I show a working prototype on your own data.

These are example solutions (demos), not ads for specific clients.
AI
AI SUPPORT ASSISTANT

Answers customers 24/7

  • Answers from your knowledge base in seconds
  • Disputes and money go to a human
  • Telegram, MAX, website chat, email
AI
Supportonline · replies in 4s
Do you charge extra for weekend service?
From ₽2,900, we're open every day. Want to book a slot?
−50% support costs
annashishkina.com · example solution

AI support assistant

Answers customers in seconds, 24/7, from your knowledge base and closes up to 70% of routine tickets. Always hands disputes and money questions to a human. Saves up to 50% of first-line support costs.

knowledge base LLM escalation Telegram / MAX / website
DOC
DOCUMENT GENERATOR

Fills out documents on its own

  • Proposals, acts, contracts from a template
  • Takes data from your files and sources
  • Ready .docx in minutes, not hours
📝
Justification.docx12 of 12 fields filled
Technology name
Cast-in-place concrete works
Deadline
Q2 2026
hours of work → minutes
annashishkina.com · example solution

Template document generator

Fills documents with a fixed structure: proposals, acts, contracts, justifications. Takes data from your files and returns a ready .docx in minutes instead of hours. Strictly from your data, and the final check is yours.

python-docx LLM .docx templates data extraction
RAG
CHAT WITH DOCUMENTS

Ask your own documents

  • Upload contracts, policies, manuals
  • Ask in plain words, get a source link
  • Never invents: only what's in your files
📄
Document base47 files uploaded
What's the warranty period under contract #7?
12 months from the signing date.
Source: Contract #7, clause 5.3
answers with a source link
annashishkina.com · example solution

Chat with your documents (RAG)

Upload contracts, policies and manuals, then ask in plain words and get an answer with a link to the source. It answers only from your files and never invents. Frees your team from digging through documents.

RAG vector search LLM source links
DATA
AI DATA PARSER

Collects data into a spreadsheet

  • Scheduled: websites, marketplaces, channels
  • AI parsing: clean fields, not raw text
  • Export to Google Sheets, Excel or a DB
▦
Exportupdated today · 1,240 rows
Item #1
₽4,200,000
Item #2
₽3,850,000
hours of routine → 0
annashishkina.com · example solution

AI data parser into a spreadsheet

Collects data on a schedule from websites, marketplaces and channels. AI turns raw text into clean fields and exports to Google Sheets, Excel or a database. Removes the manual routine of collecting and moving data.

parsing LLM parsing scheduled Google Sheets
FLOW
REQUEST AUTOMATION

Requests flow into your CRM

  • Captures requests from Telegram, forms, email
  • Parses and adds to Sheets / Bitrix24
  • Notifies the owner, nothing gets lost
⚡
New requestprocessed automatically
Name · phone
John · +1 555 123-4567
Request
Price quote, urgent
0 lost requests
annashishkina.com · example solution

Request automation into spreadsheet and CRM

Captures requests from Telegram, forms and email, parses them and adds them to Google Sheets or Bitrix24 / amoCRM, then notifies the owner. No request is lost, and managers do not waste time on manual entry.

Telegram Bitrix24 / amoCRM n8n notifications

Need something similar?

Describe your task and I will build a prototype on your data for free, before any payment.

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Ready to automate your process?

Describe your task and I will build a prototype on your data for free, before any payment.

Connect on LinkedIn Kwork profile