# Leapfrog AI — Full Content Reference > Complete markdown summary of all pages on lfg-ai.com for LLM consumption. > For a shorter overview, see /llms.txt --- ## Homepage Leapfrog AI provides AI consulting and implementation for mid-market companies in the EU and US. Offers include a three-day workflow review, a one-week AI audit, and a six-week pilot. **Key value propositions:** - Skip the learning curve on AI implementation - Custom chatbots, workflow automation, document processing - AI agent deployment for engineering and operations workflows - GDPR-compliant, production-ready solutions - n8n workflow integrations **Contact:** hello@lfg-ai.com **Book a call:** https://cal.com/jerry-doughan/30min --- ## Services ### Agentic Automation Review (3 days) Focused review of one workflow for €1,000. We map its handoffs and approval points and identify a first safe automation. ### AI Audit (1 week) One-week assessment for €3,000 to identify AI opportunities and deliver a prioritized roadmap. ### AI Pilot (6 weeks) Build and deploy one agreed AI use case, with prices starting at €20,000. Includes 90 days of support after launch. ### Ongoing Partnership Custom monthly pricing for ongoing AI implementation and product work, scoped with the client. --- ## About Leapfrog AI was founded to solve a specific problem: mid-market companies are underserved by AI consulting. Enterprise firms sell 18-month transformation programs. Startup tools are self-serve but don't scale. We bridge the gap with practical, fast, GDPR-compliant AI implementation. Founded in 2024 by Jerry Doughan and Adrian Padurean. Based in Romania, serving clients across the EU and United States. Full company facts: https://lfg-ai.com/about --- ## Team ### Jerry Doughan — Co-founder and CEO Leads sales and product. Background at Peloton and OpenTable; built Scenaryo across web and mobile, reaching 20M+ social views and 100K website visitors. LinkedIn: https://www.linkedin.com/in/jerry-doughan/ ### Adrian Padurean — Co-founder, CTO and Managing Director Leads AI engineering. Former Generative AI Consultant at Genpact for Fortune 500 clients; tech lead at Cience and Pentalog. LinkedIn: https://www.linkedin.com/in/thepadurean/ --- ## Industries ### E-commerce AI implementation for e-commerce businesses. Customer support chatbots, product recommendations, returns automation, and conversion optimization. **Key use cases:** customer-support-automation, workflow-automation **URL:** https://lfg-ai.com/industries/ecommerce ### Financial Services AI implementation for financial services companies. From document processing to fraud detection, deploy compliant AI that reduces costs and improves accuracy. **Key use cases:** document-processing, customer-support-automation **URL:** https://lfg-ai.com/industries/financial-services ### Healthcare AI implementation for healthcare organizations. Patient intake automation, appointment scheduling, clinical documentation, and administrative workflow optimization. **Key use cases:** workflow-automation, document-processing **URL:** https://lfg-ai.com/industries/healthcare ### Hospitality AI implementation for hotels, restaurants, and hospitality businesses. Guest services chatbot, booking automation, and personalized experience management. **Key use cases:** customer-support-automation, workflow-automation **URL:** https://lfg-ai.com/industries/hospitality ### Logistics & Supply Chain AI implementation for logistics and supply chain companies. From route optimization to demand forecasting, deploy AI that cuts costs and improves service levels. **Key use cases:** workflow-automation, customer-support-automation **URL:** https://lfg-ai.com/industries/logistics ### Manufacturing Leapfrog AI implements scoped AI workflows for manufacturing, including predictive maintenance, quality inspection, and production planning. Fit depends on equipment, data access, and site requirements. **Key use cases:** workflow-automation, document-processing **URL:** https://lfg-ai.com/industries/manufacturing ### Retail AI implementation for retail businesses. Customer service chatbots, inventory optimization, personalization engines, and booking automation. **Key use cases:** customer-support-automation, workflow-automation **URL:** https://lfg-ai.com/industries/retail --- ## Use Cases ### AI Agent Deployment Production AI agent stacks for engineering and operations. We help teams deploy, govern, and monitor agents such as OpenClaw, PicoClaw, Hermes, Codex, Claude Code, Copilot, Cline, Aider, OpenHands, Goose, and Gemini CLI. - **Agent Stack Assessment:** Map current coding, support, and operations workflows. Pick the right mix of self-hosted gateways, coding agents, and lightweight local runtimes. - **Secure Runtime Setup:** Deploy agent runtimes with scoped credentials, workspace isolation, model routing, policy prompts, and human approval checkpoints. - **Tooling & MCP Integration:** Connect GitHub, Linear, Sentry, PostHog, databases, internal APIs, and document stores through auditable tools and MCP servers. - **Governance & Observability:** Add logs, traceability, cost controls, secret handling, approval rules, and escalation paths before agents touch production systems. **URL:** https://lfg-ai.com/use-cases/ai-agents ### Booking Automation AI-powered booking and scheduling automation. Let customers book appointments, reserve tables, or schedule services through conversational AI that integrates with your existing systems. - **Conversational Booking:** Natural language booking via chat, voice, or SMS. Customers describe what they need, AI handles the scheduling. - **Real-Time Availability:** AI checks live availability across staff, rooms, and resources. No double-bookings, no manual coordination. - **Smart Reminders:** Automated confirmations and reminders via email, SMS, or WhatsApp. Reduce no-shows by 50%+. - **Self-Service Changes:** Customers reschedule or cancel without calling. AI handles the logistics and updates your systems. **URL:** https://lfg-ai.com/use-cases/booking-automation ### Customer Support Automation Automate 40-60% of L1 support tickets with AI. Intelligent ticket triage, response suggestions, and full automation for common inquiries. - **AI-Powered Ticket Triage:** Automatically categorize, prioritize, and route incoming tickets to the right team based on content analysis. - **Intelligent Response Suggestions:** AI suggests responses based on your knowledge base, previous tickets, and company policies. Agents review and send. - **Full Automation for L1 Tickets:** Handle common questions automatically—password resets, order status, FAQs—without human intervention. - **Seamless Handoff:** When escalation is needed, AI provides full context to human agents. No customer repetition required. **URL:** https://lfg-ai.com/use-cases/customer-support-automation ### Document Processing AI-powered document processing that extracts, classifies, and routes documents automatically. Invoices, contracts, applications—all processed without manual intervention. - **Intelligent Data Extraction:** AI that reads and extracts structured data from invoices, receipts, contracts, and forms. Handles handwriting, poor scans, and varying formats. - **Automatic Classification:** Documents sorted and routed to the right system or person automatically. No manual triage required. - **Validation & Verification:** Cross-reference extracted data against your systems. Flag discrepancies for human review. - **Workflow Integration:** Connect to your ERP, accounting software, or CRM. Data flows directly into your existing systems. **URL:** https://lfg-ai.com/use-cases/document-processing ### Lead Qualification AI-powered lead qualification that engages, qualifies, and routes leads automatically. Turn website visitors into qualified opportunities without manual SDR effort. - **Conversational Qualification:** AI chatbot that engages visitors, asks qualifying questions, and captures contact info naturally. - **Intelligent Scoring:** Score leads based on conversation signals, behavior, and fit criteria. Prioritize the best opportunities. - **Instant Routing:** Hot leads routed to sales reps immediately via Slack, email, or CRM. No lead waits in a queue. - **CRM Integration:** Leads, scores, and conversation history sync to Salesforce, HubSpot, or your CRM automatically. **URL:** https://lfg-ai.com/use-cases/lead-qualification ### Workflow Automation AI-powered workflow automation using n8n and custom integrations. Document processing, data sync, CRM automation. Connect your systems and add AI intelligence. - **AI-Enhanced n8n Workflows:** Connect LLMs to your existing n8n automations. Add intelligence to data transformations, decision points, and content generation. - **Multi-System Integration:** Connect CRM, ERP, ticketing, databases, and cloud services. Build workflows that span your entire tech stack. - **Document Processing Pipelines:** Extract, classify, and route documents automatically. Invoices, contracts, applications—all processed without manual intervention. - **Event-Driven Automation:** Trigger workflows from any source—webhooks, emails, database changes, scheduled jobs. React in real-time. **URL:** https://lfg-ai.com/use-cases/workflow-automation --- ## Integrations ### Acuity Scheduling AI integration for Acuity Scheduling. Intelligent intake triage, automated reminders and rescheduling, and post-appointment follow-up workflows. **Category:** Scheduling **URL:** https://lfg-ai.com/integrations/acuity ### Amazon Web Services Enterprise AWS AI integration. Amazon Bedrock pipelines, serverless ECS/EKS workers, and secure PrivateLink VPC agent clusters. **Category:** Cloud Infrastructure **URL:** https://lfg-ai.com/integrations/aws ### Microsoft Azure Enterprise Microsoft Azure AI integration. Azure OpenAI private endpoints, Microsoft Fabric workflows, and secure AKS agent infrastructure. **Category:** Cloud Infrastructure **URL:** https://lfg-ai.com/integrations/azure ### Calendly AI integration for Calendly. Automated meeting qualification, smart routing, no-show prediction, and post-call workflows that feed your CRM. **Category:** Scheduling **URL:** https://lfg-ai.com/integrations/calendly ### GitHub AI agents for GitHub. Automated issue triage, first-pass PR review, CI failure analysis, and automated release notes. **Category:** Developer Tools **URL:** https://lfg-ai.com/integrations/github ### Google Cloud Enterprise Google Cloud AI integration. Vertex AI pipelines, BigQuery automations, and secure VPC agent deployments. **Category:** Cloud Infrastructure **URL:** https://lfg-ai.com/integrations/google-cloud ### Hetzner High-performance European cloud & bare-metal AI hosting on Hetzner. Unmatched compute ROI, 100% GDPR compliant, and zero vendor lock-in. **Category:** Cloud Infrastructure **URL:** https://lfg-ai.com/integrations/hetzner ### HubSpot AI integration for HubSpot. Intelligent lead scoring, automated content suggestions, and AI-powered workflows across Marketing, Sales, and Service Hubs. **Category:** CRM **URL:** https://lfg-ai.com/integrations/hubspot ### Infomaniak Swiss sovereign AI cloud infrastructure on Infomaniak. 100% Swiss privacy, FADP/nLPD compliance, zero US jurisdiction, and eco-certified compute. **Category:** Cloud Infrastructure **URL:** https://lfg-ai.com/integrations/infomaniak ### Intercom AI integration for Intercom. Instant answers from your docs, drafted replies, automatic triage and routing, and CRM-synced conversation summaries. **Category:** Customer Support **URL:** https://lfg-ai.com/integrations/intercom ### Linear AI integration for Linear. Auto-triage of new issues, duplicate detection, cycle hygiene, and two-way sync with your dev workflow. **Category:** Project Management **URL:** https://lfg-ai.com/integrations/linear ### n8n AI integration for n8n. AI decision nodes, unstructured-input agents, and production monitoring for cloud or self-hosted instances. **Category:** Automation **URL:** https://lfg-ai.com/integrations/n8n ### OVHcloud European sovereign AI infrastructure on OVHcloud. SecNumCloud-ready private clusters, high-performance bare metal, and strict EU data privacy. **Category:** Cloud Infrastructure **URL:** https://lfg-ai.com/integrations/ovhcloud ### QuickBooks AI integration for QuickBooks. Automated invoice and receipt processing, ledger matching, anomaly flags, and AI-drafted payment follow-ups. **Category:** Finance **URL:** https://lfg-ai.com/integrations/quickbooks ### Salesforce AI-powered Salesforce integration. Automate lead scoring, enrich contact data, and add intelligent automation to your Sales Cloud workflows. **Category:** CRM **URL:** https://lfg-ai.com/integrations/salesforce ### SAP AI integration for SAP ERP. Automated document extraction, master-data validation, duplicate-payment detection, and reconciliation support. **Category:** ERP **URL:** https://lfg-ai.com/integrations/sap ### Shopify AI integration for Shopify stores. Intelligent product recommendations, customer support chatbots, and automated inventory optimization. **Category:** E-commerce **URL:** https://lfg-ai.com/integrations/shopify ### Zapier AI integration for Zapier. Content-aware routing, extraction and summarization steps inside your Zaps, and automation portfolio cleanup. **Category:** Automation **URL:** https://lfg-ai.com/integrations/zapier ### Zendesk AI integration for Zendesk. Intelligent ticket triage, automated responses, and AI-powered agent assistance. **Category:** Customer Support **URL:** https://lfg-ai.com/integrations/zendesk --- ## Locations Served ### Austin, Texas AI consulting and implementation services for Austin businesses. On-site workshops, local support, and deep expertise in Texas tech ecosystem. **URL:** https://lfg-ai.com/locations/austin ### New York, New York AI consulting and implementation services for New York businesses. Enterprise expertise, financial services specialization, and rapid deployment. **URL:** https://lfg-ai.com/locations/new-york ### San Francisco, California AI consulting and implementation services for San Francisco businesses. Startup to enterprise, from prototype to production. **URL:** https://lfg-ai.com/locations/san-francisco --- ## Frequently Asked Questions **How long does an AI implementation take?** A focused workflow review takes three days, an AI audit one week, and an AI pilot six weeks. Pilot projects include 90 days of support after launch. **Is your AI GDPR-compliant?** Yes. All solutions are designed with EU data sovereignty and GDPR compliance from day one. Data stays in EU data centers when required. **What size companies do you work with?** We focus on mid-market companies with €100M–€500M in revenue. Large enough to benefit from AI, lean enough to move fast. **Do you integrate with our existing tools?** Yes. We integrate with Salesforce, HubSpot, Zendesk, Shopify, n8n, and custom systems via APIs. **What's the pricing?** An Agentic Automation Review is €1,000 for three days. An AI Audit is €3,000 for one week. A six-week AI Pilot starts at €20,000 and includes 90 days of post-launch support. Ongoing Partnership pricing is custom monthly. --- ## Blog ### Bestelleingang automatisieren: Was lohnt sich wirklich? Published: 28. September 2026 Ein Auftrag per E-Mail ist noch kein ERP-Datensatz. So prüfen Sie Volumen, Ausnahmen und Kosten, bevor Sie eine Automatisierung beauftragen. URL: https://lfg-ai.com/blog/bestelleingang-automatisieren ### An AI answer is not a sourced fact Published: September 27, 2026 Design AI features so people can tell generated interpretation from evidence they can trace, review, and act on. URL: https://lfg-ai.com/blog/ai-answer-provenance ### AI Coding Subscription ROI: 11 Plans Compared, 4 We Kept Published: September 22, 2026 We compared 11 coding subscriptions using our own logs and estimates. Four suited our setup. Throughput explains spend; accepted work determines value. URL: https://lfg-ai.com/blog/ai-coding-subscriptions-roi ### AI Workflow Automation: Fix the Bottleneck Before You Hire Published: July 9, 2026 A practical AI workflow automation model for European executives: find the bottleneck, automate the repeatable work, then hire specialists who can improve the system. URL: https://lfg-ai.com/blog/ai-business-cycle ### The 90-Day AI Leap: Choose a First Project Worth Shipping Published: January 10, 2025 Start with one costly workflow, a named owner and a measurable acceptance check. A bounded first project earns the right to expand. URL: https://lfg-ai.com/blog/welcome-to-leap ### Mid-Market AI: The Unfair Advantage Hiding in Plain Sight Published: January 17, 2025 A smaller team can move quickly when the process owner can make the decision. That advantage depends on scope, usable data and clear acceptance checks. URL: https://lfg-ai.com/blog/unfair-advantage --- *Generated from lfg-ai.com content. For the short version, see /llms.txt*