AI phone agents and chatbots
Phone calls and chats, case qualification, knowledge-base access and human handover.
You do not need to know whether you need an agent, OCR or a knowledge base. First, we understand the process. Then we test whether AI can help and how to measure the outcome.
A strong first process happens frequently, follows a repeatable path, uses available data and produces a result that can be checked.
The system reads messages, recognises intent, analyses attachments and drafts a response or routes the case.
less manual sorting → 02Read scans and PDFs, validate tax IDs, dates, rates and totals, and prepare data for ERP or accounting.
data ready for review → 03Handle inbound or outbound calls, answer questions, collect data and know when to transfer to a person.
multilingual service → 04Answer from company procedures, documentation and policies, with sources and controlled responses.
knowledge on demand → 05Analyse enquiries, identify missing details, select price-list items and prepare an estimate for approval.
from hours to minutes → 06Connect AI with CRM, ERP, email, files and APIs. AI interprets content while code enforces rules.
one consistent workflow →Client names remain confidential. These are production solutions and projects for which I was responsible for analysis, development or implementation.
Phone calls and chats, case qualification, knowledge-base access and human handover.
OCR, invoice extraction, coding, email classification, response drafting and other repetitive tasks.
From enquiry analysis and price lists to an estimate ready for review.
Controlled answers based on internal company knowledge.
PolandPractical use of AI in everyday team workflows.
PolandShort examples, tools and practical observations from AI implementation.
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#AI przy weekendzie ;)
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Piątek, 15:00, a projekt już oddany. Tak wygląda praca, gdy powtarzalne zadania przejmuje agent AI: dokumenty, faktury, pierwsza linia obsługi. Ludzie zostają p...
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Wolisz pracować mniej, czy też zarobić więcej? #biznes #ai
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20.09.2026 · Instagram ↗We do not start with a large platform. We select one process, test real data and measure the result.
Measure frequency, current labour time and the cost of errors.
Review typical cases, exceptions and system access.
Measure quality, operating cost and human checkpoints.
Launch integrations, monitoring and gradual automation.
In AI News, I gather official announcements, prepare a weekly roundup and explain what the changes may mean for businesses.
Tell me what takes up your team's time. We will decide whether a paid test on real data makes sense and what it should prove.
Answers based on company documents and website content, with source references.
Lead collection, notifications, bookings and CRM or API integrations.
Scope depends on scenarios, telephony, languages and the company knowledge base.
Content and document analysis, validation and transfer to another system.
Enquiry analysis, price-list selection and a proposal ready for approval.
These are indicative implementation budgets for projects of similar scope, not an automatic quote for your company. Licences, AI model and API usage, telephony and infrastructure are charged separately. After the call and any prototype, you receive a proposal for a defined scope.
These examples are not binding offers or historical prices of completed projects. Shared infrastructure means a multi-module project is not necessarily the sum of its parts. EUR amounts are rounded commercial equivalents.
You do not need to choose a technology or write a specification. Just describe the work that takes up your team's time.
Start with one frequent process that consumes significant time and produces a result that can be checked. Test it on real data first.
Simple and verifiable cases can. Exceptions and high-risk decisions should be stopped or escalated to a person.
No. A prototype lets you measure quality, time and operating cost before making a larger investment.
Yes. We will clarify the problem and decide whether a paid prototype on real data is worthwhile. Prototype and implementation are quoted separately.
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