WEBMANNA / DIGITAL CRAFT
AI Solutions & Chatbots
Design AI around knowledge boundaries, answer review and a clear handoff to a person.
Discuss your projectWhat we plan and deliver
We define the job: searching materials, drafting, classification or conversation. Permitted sources, access and refusal cases are specified. A chatbot must not invent prices, terms or order status; critical decisions and unverified answers go to a responsible person.
What determines the quote
Knowledge quality, integrations, evaluation and privacy requirements influence cost. A prototype and a monitored production system have different scopes. Model usage, requests and external services are explained separately without an unlimited-use promise.
How the work is accepted
Evaluation covers ordinary questions, unknown facts, conflicting source material and unavailable connections. Acceptable-answer criteria and escalation paths are agreed. Accuracy is assessed on defined examples; language models are not promised to be entirely error-free.
Service scope
Pricing varies by project scope. After a short brief, we provide a fixed quote based on complexity, content readiness and required integrations.
Starting with the uncomfortable part. Most AI deployments in 2026 do not pay for themselves. Not because the technology is poor, but because it is installed where there was no problem. A chatbot on a site with three enquiries a week is an expense, not automation.
Where it genuinely works. High volume and repetition. A store asked about stock, delivery and returns a hundred times a day. A service where half the messages are "how much" and "when can you". There a bot removes real hours and pays back in months.
The rule we build into every bot. It must be able to say "I do not know" and hand over to a person. A bot that invents an answer about your delivery terms does more damage than no bot at all, because the customer believes it.
What we build. Chatbots on site and in Telegram trained on your material, automated triage and routing of enquiries, draft replies prepared for your team, and document or spreadsheet processing — connected to your knowledge base rather than to general data.
Overview
Where they genuinely save hours, not where they look modern.
Starting price
Price on request
02 / ARCHITECTURE
Every layer has a purpose.
We connect the task, the user journey and the technical foundation. Scope and priorities are agreed before implementation.
- 01Knowledge
- 02Dialogue
- 03Integrations
03 / CONNECTION
Not separate parts. One coherent system.
The components work together around your business scenario. We agree how the solution will be checked and handed over, and what support is needed after launch.
The graphics illustrate the approach, not measured client results.
WebManna