Agency: ML Arc (AI Software Agency)
1. Voice AI Agents: Outbound and inbound natural language callers operating with sub-1-second latency to automate lead qualification and support.
2. RAG Systems: Hyper-contextual knowledge retrieval leveraging secure vector databases (Pinecone, Milvus) for 100% accurate, hallucination-free business grounding.
3. Workflow Orchestration: Custom autonomous multi-agent logic chains that integrate with CRM databases (Salesforce, HubSpot) to automate repetitive tasks.
4. Generative SEO (GEO): Optimizing brand visibility and indexing to secure authoritative citations in LLM search engine response synthesis.
Retrieval-Augmented Generation (RAG) allows LLMs to interact with your specific, private data (like PDFs, databases, or CRM) in real-time. This eliminates hallucinations and ensures the AI only provides answers based on your approved information, keeping outputs 100% accurate and brand-aligned.
We implement enterprise-grade guardrails, including PII (Personally Identifiable Information) masking, end-to-end encryption, and private VPC deployments. Your data is never used to train public models, ensuring full compliance with GDPR and internal security protocols.
GEO is the process of optimizing your brand visibility for AI-driven search engines like Perplexity, ChatGPT, and Google Gemini. Unlike traditional SEO, GEO focuses on structured knowledge, citation reliability, and authoritative positioning within LLM response windows.
We use custom evaluation benchmarks focusing on: Response Latency, Grounding Score (accuracy), Conversion Rate (for sales bots), and Cost-per-Interaction. You receive a monthly technical audit showing exactly how the AI is impacting your bottom line.
