The AI tools market is evolving rapidly — every month brings dozens of new platforms, models, and services. But in this fast-moving environment, it’s easy to lose focus: instead of delivering real results, businesses often end up with piles of tested but unused tools.
Companies typically face two types of situations:
- Some already have a clear use case and need to find the most suitable ready-made solution, taking into account timeline, budget, and technical constraints;
- Others are just starting their AI journey and don’t yet know where it makes sense to apply AI in their domain — they need a market overview, relevant examples, and a list of ideas tailored to their business model.
In this project-based service, I conduct an in-depth analysis of your industry, business model, and current processes, while also reviewing how similar companies and competitors apply AI. The goal is not just to “pick tools,” but to align your business goals with the current maturity of AI technologies — and based on that, develop a list of realistically applicable solutions.
This is a strategic research project focused on practical implementation. You get not a theoretical review, but specific AI use case scenarios you can test, scale, and integrate into your operations.
What’s included
This is not just a search through tool directories. It’s structured analysis and expert-level work that includes:
- Reviewing your industry, business model, and operational structure;
- Identifying key AI opportunity areas where impact can be significant;
- Analyzing the market: from popular LLMs to niche tools tailored to your needs;
- Comparing solutions by maturity, flexibility, cost, implementation speed, and risk;
- Creating a clear, justified shortlist: what to use, why, and how;
- Recommending combinations of tools (e.g., LLM + CRM + no-code integration);
- If needed — facilitating vendor introductions or implementation support.
Workflow
- Briefing — You share your business context, goals, constraints, and expectations.
- Research & Analysis — I conduct deep research and build a tailored solution map.
- Delivery — Via live session or presentation document: I walk you through the options and how to act on them.
You receive: A structured document with a curated list of AI solutions, comments, risks, and next-step recommendations.
Case Examples
1. Medical products manufacturer and supplier
The company had no specific request but recognized AI’s potential. The goal was to identify which processes could benefit most. The final focus: automating tender participation and enhancing sales workflows through generative AI.
2. Large retail chain (men’s fashion)
The business approached with an open question: “Where can we actually benefit from AI?” Key focus areas were inventory management, in-store sales support, employee training, and analytics. Concrete scenarios and matching solutions were identified for each domain.
3. Real estate agency
A clear goal: improve the quality of lead handling. Priority use case — call transcription and conversation analysis. Tools were selected to enable speech recognition, intent classification, and call evaluation, aimed at reducing lead leakage and improving conversion rates.
4. Telecom (subscription & cashback service)
A product team came with clear objectives: improve user engagement, simplify UX, and increase personalization. Identified directions included LLM-powered content generation, natural language explanations of subscription terms, offer categorization, and integration of an in-app assistant.
Why clients choose to work with me
I bring together strategic thinking, startup experience, and deep knowledge of generative AI. I speak the language of founders and product teams, while understanding what’s really happening under the hood of models and tools.
I work fast, with clarity and without fluff. I focus not on “adding AI,” but on identifying exactly where it brings business value — through cost reduction, process acceleration, or better decisions.
Each project benefits from a combination of:
- 12+ years in tech and product leadership;
- 3 years of hands-on work with LLMs and AI-driven automation;
- Dozens of consultations and implemented solutions across industries.
My approach: precise diagnostics, pragmatic recommendations, and realistic planning — all tailored to the actual goals, constraints, and resources of your business.