Voicebots, chatbots, AI document search, and graphics studio - with real ROI in 2-4 months.

How AI works in companies like yours

Voicebots, chatbots, AI document search, and graphics studio - with real ROI in 2-4 months.

They answer calls, respond on web and WhatsApp, find documents in 3 seconds, generate packshots and creatives, automate business processes - 24/7, in businesses like yours.
Demo on your data in 7 days
Ready AI end-to-end scenarios
Measurable results: revenue, time & cost savings

Every missed call, unhandled inquiry, lost document, or missing creative is a real cost to your business.

Voicebots and chatbots AI answer calls and respond on web/WhatsApp in seconds, AI document search finds the right document in 3 seconds, and AI studio delivers packshots and creatives at scale.

Ready AI scenarios and deployments in 2-6 weeks. GDPR-compliant data processing, deployment in EU or on-prem.

How voicebots, chatbots, and Document AI already work in businesses like yours

Marketing & Creative Agencies

Common challenges: high content volume, brand consistency, short deadlines, growing creative costs - ideal area for GenAI graphics and video generation - GenAI Media, generative content studio, AI marketing automation

1

Typical Problem:

Hundreds of assets every month - studio overloaded, costs and revisions growing.

How AI Helps:

GenAI Media builds a text-to-image/video pipeline (Sora / Veo / Runway) with an approval panel and automatic publishing - AI content generator for packshots, social media graphics, and video. The team approves instead of producing from scratch.

-70-90%
content production cost
10×
faster campaign turnaround
24/7
asset generation
Typical deployment time:
2

Typical Problem:

Each team creates ads differently - no consistent brand identity.

How AI Helps:

Fine-tuned models for your brand, AI dubbing (ElevenLabs), and automated QA before publishing so every asset keeps a consistent style - brand consistency across all campaigns and digital channels.

100%
brand consistency
-60%
fewer revisions
≤24 h
brief to first version
Typical deployment time:

Retail & E-commerce

Common challenges: high message volume, stock questions, order tracking, after-hours requests - classic use case for conversational AI in e-commerce - e-commerce chatbot, AI chatbot (conversational AI agent), AI customer service

1

Typical Problem:

Customers ask at night: "Is it in stock?" or "Can I pick it up tomorrow?" - no one replies, they buy elsewhere.

How AI Helps:

AI chatbot (conversational AI agent) for e-commerce on WhatsApp and website responds instantly: "Yes, 3 units available in Warsaw. Reserve?" → notifies staff → reservation complete.

60-80%
messages handled automatically
3-5 min → 0 s
response time
15-25%
more conversions
Typical deployment time:
2

Typical Problem:

During peaks (Black Friday, holidays) thousands of "Where is my order?" queries flood the team.

How AI Helps:

AI chatbot (conversational AI agent) checks Shopify/WooCommerce order status and answers automatically, escalating only real issues - customer service and order status automation.

-70%
fewer support tickets
4 h/day
saved staff time
€500-€700/months
operational savings
Typical deployment time:

Healthcare & Beauty

Common challenges: missed calls, rescheduling chaos, repetitive patient questions - ideal area for medical voicebots - AI voicebot (voice AI agent) / medical voicebot, appointment scheduling automation

1

Typical Problem:

Patient calls at 7PM - voicemail only, appointment lost.

How AI Helps:

Medical AI voicebot (voice AI agent) answers calls 24/7, books visits, updates Google Calendar / Outlook, and sends SMS confirmations in Polish, English, and German.

95%
calls answered
-30-40%
no-shows reduced
+€700-€1,200/months
recovered revenue
Typical deployment time:
2

Typical Problem:

Reception spends half the day answering the same questions: “What documents?”, “Do you accept NFZ?”

How AI Helps:

AI voicebot (voice AI agent) handles FAQs automatically and only escalates complex cases to humans, so reception focuses on patients instead of the phone - call center automation for clinics and practices.

-60%
reception workload
2-3 h/day
time freed up for patients
€350-€500/months
cost savings
Typical deployment time:

Real Estate & Property Management

Common challenges: scheduling viewings, handling service tickets, 24/7 tenant contact - typical scenario for AI voicebot (voice AI agent) - AI agent for scheduling viewings and service tickets

1

Typical Problem:

Scheduling 20 viewings per flat takes hours, half don't pick up.

How AI Helps:

AI voicebot (voice AI agent) calls leads, offers available slots, adds to calendar, sends confirmations - viewing scheduling and appointment booking automation.

-75%
admin time saved
3-4 h/property
time saved
+€500-€700/months
labour savings
Typical deployment time:
2

Typical Problem:

Tenant reports heating failure on Saturday night - voicemail, frustration, late fix.

How AI Helps:

AI voicebot (voice AI agent) logs 24/7 emergency tickets, alerts on-call staff, and notifies the tenant. No emergency goes unanswered - voicebot as first point of contact for tenant support.

95%+
after-hours answered
-80%
first response
tenant satisfaction
Typical deployment time:

HoReCa (Hotels & Restaurants)

Common challenges: after-hours reservations, menu inquiries, fast confirmations - ideal for voicebots and chatbots in HoReCa - 24/7 AI agent reservations

1

Typical Problem:

Guests write at night to book a table or room - no reply until morning.

How AI Helps:

AI chatbot (conversational AI agent) and AI voicebot (voice AI agent) for hotels/restaurants confirm bookings 24/7, take deposits, and send SMS/email confirmations.

+40%
after-hours bookings
-70%
calls to reception
2-3×
faster confirmations
Typical deployment time:
2

Typical Problem:

Hundreds of daily questions about menu, allergens, opening hours.

How AI Helps:

AI chatbot (conversational AI agent) answers FAQs, lists allergen information, and recommends dishes automatically, taking pressure off the staff - restaurant chatbot available 24/7.

-60%
staff workload
+10-15%
upsell on add-ons
≤5 s
response time
Typical deployment time:

Transport & Freight

Common challenges: shipment statuses, CMR documents, night-time B2B requests - ideal area for conversational AI and Document AI in logistics - AI agent for shipment statuses and CMR documents

1

Typical Problem:

Hotline flooded with "Where's my shipment?" calls.

How AI Helps:

AI chatbots (conversational AI agents) and AI voicebots (voice AI agents) provide shipment status by tracking number, send SMS notifications, and operate 24/7 - even on weekends - customer service and shipment status automation for logistics companies.

-80%
support calls
≤5 s
response time
+20%
B2B satisfaction
Typical deployment time:
2

Typical Problem:

Manual verification of CMR and proof of delivery takes hours.

How AI Helps:

Document AI indexes CMR/PoD and generates audit-ready reports with source citations - intelligent document search for transport and freight.

10×
faster audits
-70%
back-office effort
GDPR/EU
compliant hosting
Typical deployment time:

Automotive (Dealers & Service)

Common challenges: leads from web/social, test-drive bookings, service status updates - classic scenario for AI chatbot (conversational AI agent) in automotive - AI agent for leads, test drives, and service status

1

Typical Problem:

Leads from Facebook wait until morning - prospect buys elsewhere.

How AI Helps:

AI chatbot (conversational AI agent) qualifies Facebook leads, proposes test-drive slots, and logs contacts to the CRM (HubSpot / Pipedrive / Salesforce) - automated lead scoring and showroom appointment booking. It replies in ≤30 seconds, even at midnight.

+20-30%
more test drives booked
≤30 s
first response
-50%
lost leads
Typical deployment time:
2

Typical Problem:

Customers call for repair status - hotline overloaded.

How AI Helps:

AI voicebot (voice AI agent) pulls status from the DMS / ERP and gives it to the customer, suggesting pickup times or service add-ons - service voicebot for car dealerships and workshops.

-70%
service calls
+10-15%
accessory upsell
24/7
availability
Typical deployment time:

Finance & Insurance

Common challenges: KYC/AML compliance, contract analysis, client inquiries - areas where AI actually reduces risk and operational costs - custom AI agent for KYC/AML and policy handling

1

Typical Problem:

Manual KYC verification takes hours per client.

How AI Helps:

Custom AI agent automates KYC/AML document verification, checks field compliance, and generates reports 24/7 with full GDPR compliance - AI workflow automation for risk and compliance teams.

-70%
verification time
-30%
manual errors
24/7
availability
Typical deployment time:
2

Typical Problem:

Clients wait hours for answers on policies or loan eligibility.

How AI Helps:

AI chatbot (conversational AI agent) answers FAQs, provides the current status, and books a call with an advisor at a convenient time - conversational AI for banking and insurance.

-80%
queue volume
+20%
lead qualification
≤10 s
response time
Typical deployment time:

HR & Recruitment

Common challenges: CV pre-screening, onboarding questions, 24/7 HR support for employees - ideal place for custom AI agent for HR - HR AI agent, CV pre-screening, employee chatbot

1

Typical Problem:

Recruiters drown in CVs - shortlists take a week.

How AI Helps:

Custom AI agent clusters and scores CVs to your criteria, proposes a shortlist and follow-up questions - AI assistant for recruiters and candidate pre-screening.

-50%
recruiter time
+30%
faster shortlists
+30%
candidate satisfaction
Typical deployment time:
2

Typical Problem:

Employees repeat the same questions about leave, benefits, policies.

How AI Helps:

The 24/7 HR AI chatbot (conversational AI agent) for Slack/Teams answers questions about vacations, benefits, and policies using Document AI (RAG) as an internal knowledge base. Responses arrive in ≤5 seconds.

-70%
HR tickets
≤5 s
response time
24/7
self-service
Typical deployment time:

Manufacturing & Logistics

Common challenges: SOP/BHP procedures, on-the-job training, compliance audits - ideal use case for RAG and intelligent document search - RAG on safety procedures, Document AI for audits and logs

1

Typical Problem:

New hires keep asking about safety procedures and machine ops; supervisors lose hours weekly.

How AI Helps:

Document AI (RAG) on SOP/BHP manuals - step-by-step answers with cited sources on tablets. Knowledge is always at hand - AI knowledge base for manufacturing and logistics.

-70%
training questions to supervisors
15-20 h/week
supervisor time saved
-50%
safety incidents
Typical deployment time:
2

Typical Problem:

Audit preparation requires days to compile service logs and maintenance records.

How AI Helps:

Document AI indexes logs and generates a ready-to-send audit report in minutes - audit and reporting automation in manufacturing/logistics.

-90%
preparation time
3 days → 2 h
faster reports
€1,200-€2,000
saved per audit
Typical deployment time:

Telecom & ISPs

Common challenges: high-volume hotlines, outage handling, plan migrations and renewals - where voicebot actually relieves call center - voicebot on hotline, AI agent for outage handling and tariff migrations

1

Typical Problem:

Outages trigger thousands of basic status calls that paralyse agents.

How AI Helps:

24/7 Voicebot logs incidents, verifies address/ID, provides ETA and proactive SMS updates - hotline and crisis communication automation.

95%+
after-hours answered
-60-70%
consultant workload
faster information
Typical deployment time:
2

Typical Problem:

During tariff migrations and contract renewals, clients churn because they can't reach you quickly.

How AI Helps:

AI chatbot (conversational AI agent) qualifies needs, proposes plans, and books sales calls with full context - conversational AI for customer retention and upsell.

+15-25%
customer retention
-50%
handling time
≤10 s
first response
Typical deployment time:

Education & Training

Common challenges: admissions queries, student FAQs, course materials and assessments - AI relieves admin and teaching staff - AI agent for students and applicants, GenAI for educational materials

1

Typical Problem:

Admin spends hours answering repetitive questions about admissions and deadlines.

How AI Helps:

A 24/7 informational AI chatbot (conversational AI agent) answers questions and integrates with the registration system and calendar - chatbot for applicants and students available 24/7.

-60%
secretarial workload
+20%
applicant retention
24/7
availability
Typical deployment time:
2

Typical Problem:

Creating quizzes and study materials takes lecturers significant time.

How AI Helps:

GenAI creates quizzes and notes from syllabi and scripts with review workflows - generative AI tools for creating educational materials.

-70%
preparation time
+30%
student engagement
≤48 h
to first version
Typical deployment time:

Public Sector & NGOs

Common challenges: 24/7 citizen information, forms processing, archive search - AI relieves hotline and citizen service desk - 24/7 AI chatbot (conversational AI agent), search for resolutions and public documents

1

Typical Problem:

Call centres overloaded with simple citizen questions.

How AI Helps:

Multilingual AI chatbot (conversational AI agent) in PL/EN/UA works 24/7 with service guidance and links - chatbot for government offices or NGOs.

-70%
phone calls
+90%
citizen satisfaction
≤5 s
response time
Typical deployment time:
2

Typical Problem:

Slow access to resolutions and public documents.

How AI Helps:

Document AI indexes archives and returns cited passages with file locations - intelligent search for resolutions and public documents compliant with GDPR/EU.

10×
faster search
-60%
information errors
GDPR/EU
compliant hosting
Typical deployment time:

Energy & Utilities

Common challenges: outage tickets, technical documentation, customer communication - areas where AI shortens response time and improves communication - AI voicebot (voice AI agent) for outage reports, Document AI for technical documentation

1

Typical Problem:

During outages, lines are jammed with status questions.

How AI Helps:

AI voicebot (voice AI agent) accepts tickets, provides ETA, sends SMS, and escalates critical cases - voicebot for outage handling in energy and utilities.

-80%
queue length
24/7
availability
+25%
customer satisfaction
Typical deployment time:
2

Typical Problem:

Technical manuals and decisions are hard to find and verify.

How AI Helps:

Document AI indexes manuals/contracts/resolutions with cited snippets and file paths - AI knowledge base for technical documentation and operational procedures.

10×
faster search
-60%
information errors
GDPR/EU
hosting & compliance
Typical deployment time:

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