Where standard setups fall short
Off-the-shelf chat tools know nothing about your live catalog, pricing rules, or internal SOPs, risk embarrassing hallucinations, and raise serious GDPR/data-leak concerns.
APPLIED AI STRATEGY, RAG ENGINEERING & AUTOMATION
AI • RAG • AGENTS
AI Consulting, Custom Engineering & Practical AI Deployment for Business
We guide leadership teams from AI hype to secure, measurable ROI: from technical advisory and workflow audits to voice-enabled RAG sales advisors, automated quoting, and e-commerce catalog intelligence.
24/7
Instant voice & text pre-sales guidance
-60%
Fewer repetitive inquiries hitting your team
100%
Grounded in verified company data
How we engineer the result
We engineer grounded Retrieval-Augmented Generation (RAG) systems with strict scope guardrails connected directly to your website, online store, or internal CRM/ERP.
SCOPE & DELIVERABLES
What is delivered in this practice
- Executive AI readiness audit & ROI roadmap identifying high-leverage automation opportunities
- Personified AI Sales & Offer Advisors (text + voice microphone input) grounded strictly in your verified catalog and docs
- Automated lead triage, quote drafting, email routing & bulk SEO/multilingual e-commerce catalog enrichment
- Privacy-safe API integrations with Google Gemini, OpenAI, Anthropic Claude, or open-weights endpoints
EXECUTION WORKFLOW
Transparent workflow from discovery to deployment.
Advisory & ROI Discovery
Mapping repetitive bottlenecks in sales, support, and operations.
Knowledge Base & Guardrails
Structuring verified company data and strict factual boundaries.
Custom Engineering & Integration
Deploying the AI assistant or workflow into your site, CMS store, or dashboard.
Telemetry & Optimization
Monitoring real queries, conversion impact, and token efficiency.
SCHEMA.ORG FAQ — Business AI, SEO & Social Media
Key questions about this practice & delivery.
Have a specific architectural or production question? Browse our complete 6-department FAQ knowledge base.
All 24 department FAQsHow do you implement AI in companies so the chatbot never hallucinates fake prices or policies?
We engineer RAG (Retrieval-Augmented Generation) pipelines combined with strict scope guardrails. Our Business AI solutions ground the language model exclusively in your verified company data: product catalogs, price lists, PDFs, and SQL databases. That is exactly how our voice-and-text advisor ai.grafo operates on this site — read more in our guide to Business AI RAG & voice advisors.
Can a custom AI assistant speak naturally in Polish and English and route qualified leads into our CRM?
Yes. We build bilingual advisors supporting typed chat, live microphone speech recognition, and studio-grade Neural TTS voice responses. Once a visitor scopes their needs, the assistant can prefill your B2B quote brief or push a structured lead directly into your CRM or sales inbox.
How does modern Corporate SEO & AI Search (GEO) differ from legacy keyword-stuffing SEO?
B2B buyers now evaluate vendors across Google Search, Google AI Overviews, ChatGPT, Perplexity, and Gemini. Our corporate SEO & GEO practice combines 95+ Lighthouse Core Web Vitals, rich Schema.org graphs, topical authority clusters, and machine-readable llms.txt endpoints. Explore the full methodology in our Technical SEO & GEO guide.
Does your Social Media management include custom graphics, short-form Reels, and authentic 4K drone video?
Yes — unlike agencies relying on generic stock templates, we pair Social Media & Paid Ads management directly with our in-house design team and commercial 4K drone & photo production, giving your LinkedIn, Instagram, Facebook, and YouTube channels unmistakable visual authority.
RELATED STUDIO BLOG GUIDES
Explore in-depth guides for this specialization.
Implementing Business AI Without Hallucinations: How RAG Architecture & Voice Offer Advisors Work
Most generic chatbot rollouts fail the moment an ungrounded model invents a discount or promises a delivery SLA outside company policy. Here is how we engineer Hybrid RAG AI advisors that answer strictly from your verified catalog — by text and natural voice.
Read full guide
Technical SEO & Generative Engine Optimization (GEO): Schema.org, llms.txt & Getting Cited by AI Search
B2B discovery has undergone its biggest shift in twenty years: alongside Google Search, buyers now ask ChatGPT, Perplexity, and Google AI Overviews to shortlist vendors. Here is the technical blueprint that wins visibility across both.
Read full guide
Monthly Multi-Department B2B Retainer vs. Fixed-Price Quote: Uniting IT, AI, SEO, Design & Fabrication
Growing companies lose dozens of hours every month refereeing five disconnected vendors: a freelance store developer, an SEO agency whose tickets sit unimplemented, a graphic designer, a print broker, and an IT contractor called only after an outage. Here is how to streamline execution.
Read full guide
CONTACT & PROJECT BRIEF // START A CONVERSATION
Outline your project, inquire about a B2B retainer, or trigger SOS rescue.
Speak directly with senior engineers and designers (25 years of practice). Choose a focus area below or transfer your chat from ai.grafo — we respond with concrete next steps.
Direct Studio Coordinates
- Reveal email
- STUDIO HQ
- Wrocław, Poland, EU (Serving PL, EU & Global Clients)
- SLA / SOS
- Mon – Fri: 09:00 – 18:00 CET • Emergency SOS: 24/7
