{"name":"AI Transformation for Businesses","promise":"Show me how your business works. I'll find where AI can actually save time and money - and help implement it.","approach":"Find repetitive work → identify the highest-value AI opportunities → implement the solution → measure the result.","positioning":"Business process first, AI solution second. I work with owners and operations leads of small and medium businesses to turn manual, repetitive workflows into practical AI-enabled ones - judged by the outcome, not by the tools underneath.","audiences":["Small and medium business owners and operations leads adopting AI and automation","Companies hiring for AI Solutions, AI Transformation, Deployment, or Implementation roles"],"not_offered":["Training or fine-tuning models, ML research, or large-scale data science","Generic chatbots or marketing bots without an operational workflow behind them","Agency-style production at volume - engagements are personal and scoped to one workflow at a time"],"stages":[{"step":1,"name":"AI Opportunity Call","summary":"A working conversation about how the business runs: the workflows, the bottlenecks, the repetitive tasks, and where AI might realistically help."},{"step":2,"name":"AI Opportunity Audit","summary":"A structured look at the operation that ends in a short, prioritized list.","identifies":["Repetitive and manual work","Workflow bottlenecks","AI and automation opportunities","Estimated time and cost savings","Implementation difficulty","Operational and risk considerations","A recommended first pilot"]},{"step":3,"name":"AI Pilot & Implementation","summary":"One focused solution, built and tested inside the real workflow, with the people who will use it trained and the outcome measured against the starting point."}],"useCases":[{"id":"email-triage","title":"Incoming emails","outcome":"Each message classified, summarized, and routed to the right person, with the CRM updated - instead of someone reading every email first."},{"id":"document-extraction","title":"PDFs, forms, and invoices","outcome":"Structured data pulled out of documents and checked before it lands in the system - no more re-typing."},{"id":"knowledge-assistant","title":"Company documents","outcome":"Procedures, policies, and past decisions become a searchable assistant that answers in context, so staff stop depending on the one person who knows."},{"id":"lead-handling","title":"Leads","outcome":"New leads qualified, enriched, and followed up on a schedule, so selling time goes to the ones worth it."},{"id":"report-automation","title":"Recurring reports","outcome":"Weekly and monthly reports assembled automatically from the systems that hold the data - reviewed, not compiled by hand."},{"id":"spreadsheet-admin","title":"Excel and admin workflows","outcome":"The copy-paste, reconciliation, and tracking steps around spreadsheets run on their own, with exceptions flagged for a person."},{"id":"customer-inquiries","title":"Customer inquiries","outcome":"Common questions answered and appointments scheduled with AI assistance, and the unusual cases handed to a human."},{"id":"operations-integration","title":"Operations workflows","outcome":"Email, forms, spreadsheets, the CRM, and internal tools connected into one flow, with clear handoffs and approval points."}],"capabilities":{"discovery":{"name":"AI Opportunity Discovery","items":["Workflow analysis","Bottleneck identification","Repetitive-work detection","Automation feasibility","ROI and value estimation","First-pilot selection"]},"implementation":{"name":"AI Implementation","items":["AI agents","Document processing","Knowledge assistants","CRM and email automation","Reporting automation","API, MCP, and WebMCP integrations"]},"adoption":{"name":"Adoption","items":["Rollout","Human-in-the-loop design","Training","Operational measurement","Change in regulated environments"]}},"pricing":"Not published. Scope and pricing are agreed after the AI Opportunity Call.","cta":{"headline":"Have a repetitive workflow that wastes time? Let's see if AI can improve it.","button":"Discuss an AI Opportunity Or ask your AI agent first"},"engagement":{"email":"tal.ogen.p@gmail.com","contact_page":"https://talogen.dev/contact","mcp_tool":"request_ai_opportunity_call","rest":"POST https://talogen.dev/api/v1/contact","ask_an_agent":"https://talogen.dev/#agent-access"},"tools":{"discovery":["get_profile","list_projects","list_agents","get_project","get_ai_transformation_services"],"problem_matching":["analyze_business_problem","suggest_ai_opportunities","assess_automation_candidate","estimate_ai_project_scope","get_relevant_case_studies"],"engagement":["request_ai_opportunity_call","contact_recruiter"]},"rest":{"services":"GET https://talogen.dev/api/v1/services","analyze":"POST https://talogen.dev/api/v1/services/analyze","case_studies":"GET https://talogen.dev/api/v1/services/case-studies?q=","contact":"POST https://talogen.dev/api/v1/contact"},"disclaimer":"Heuristic, informational analysis generated from Tal Ogen's published services and case studies. Not a quote or a commitment - scope and pricing are agreed after an AI Opportunity Call (request_ai_opportunity_call)."}