How Can CRM Features Boost Your Team's Productivity?
Exploring how CRM features can significantly enhance your team's productivity by optimizing workflows and improving customer interactions.
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2026-09-01
Solution example AI & Bots
An internal AI assistant that answers from your own documents
Employees ask in plain words — “how do I return goods to supplier X?” — and get an answer with a link to the exact procedure, price list or contract.
- Client
- Typical client: company with 40 employees and many procedures
- Timeline
- 2–4 weeks
- Year
- 2026
Employee
How do I return damaged goods to supplier Nord?
Assistant · source: Returns procedure v3
Photo + protocol within 48 h, form R-2, email to quality@nord… Steps 1–4 in the document.
Open document
source
linked in every answer
roles
each department sees its own
on-prem
option to keep data inside
This is a solution example: it shows how we would build it for a typical client. The figures are targets we agree on before the work starts, not results of a specific client.
Before and after
BeforeAfter
Finding a procedureBefore Ask a colleague or dig a driveAfter Ask the assistant
TrustBefore “I think it was like this”After Answer with the source
ExpertsBefore Interrupted all dayAfter Only for hard questions
The problem
New people ask the same questions for months, procedures live in hundreds of files on a shared drive, and the two experts who know everything are always busy.
How we solve it
- 01Documents indexed: procedures, price lists, contracts, FAQ
- 02Answers only from your documents, with a link to the source
- 03Access rules: each department sees its own files
- 04Works in Teams, Slack or Telegram; data can stay on your server
How it works
In
ProceduresPrice lists and contractsFAQCompany AI assistant
Answers only from documents
Result
Answer with source linkQuestions without answersHow the work goes
- 11 week
Documents
Which files are current, who may see what.
- 21–2 weeks
Assistant
Indexing, answers with sources, access rules, chat channel.
- 32 weeks
Pilot
One department first; unanswered questions improve the documents.
What the client gets
- New people find answers without asking colleagues
- Every answer shows the document it came from
- Experts spend their time on real problems
Technologies
- OpenAI / Claude / local LLM
- Vector search
- SharePoint / Google Drive
- Teams / Slack / Telegram
Related services
What we need from you
Everything else is on us. You see progress after each stage and pay after accepting it.
- Access to the document folders
- A person who confirms which versions are current
- Decision: cloud AI or a model on your server
Want the same for your business?
Describe the task in your own words. We'll reply with questions or a plan and name the price and deadline before we start.
More cases
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AI draft
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✅✏️🔄🚫
Our project AI & Bots
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8channels in one chat
Read the caseVisitor · /pl/security
Ile kosztuje konfiguracja DKIM i DMARC?
Vitalii · TanSecure
Teraz 49 zł/h netto zamiast 70 zł — do końca 2026. Zwykle od 1 dnia roboczego. Ile domen?
Our project AI & Bots
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≈5 sfrom message to card
Read the casedrafts check
- pl sklep internetowy ✗ 12 000 zł → ✓ 49 zł/h zamiast 70
- uk інтернет-магазин ✓ від 12 000 грн
- de online shop ✓ 11 €/h instead of 16 €
- model: gpt-4o-mini → gpt-4.1-mini
Our project AI & Bots
An AI that knows our prices in three markets — and doesn't mix currencies
A catalogue of 218 services built from our 227 ads, prices given only for the client's own market, and the promotional rate always shown with the regular one.
218services in the catalogue
Read the case
