AI & Machine Learning

Operational AI that improves rankings and revenue

From Generative AI (GPT/Claude) to production‑grade ML, we deliver pipelines that automate workflows and personalize experiences. We implement RAG, embeddings, and vector search to surface the right content and boost engagement, dwell time, and conversions.

Solutions

• Chatbots, copilots, and AI agents for support and sales
• RAG systems with vector databases (pgvector, Pinecone)
• Recommendation engines and look‑alike modeling
• Content generation with human‑in‑the‑loop review
• SEO automation: internal linking, metadata, and topic clustering
• Content quality scoring to reduce thin or duplicate pages
• Moderation and PII redaction for compliance
• Model evals, prompt versioning, and observability
• On‑prem and cloud deployment with cost controls
• Safeguards: rate limiting, abuse prevention, and guardrails
• Experimentation frameworks to prove ROI quickly
• Integration into CMS and product backlogs
• Fine‑tuning and distillation for specific domains
• Edge inference for latency‑sensitive use cases
• Ethical AI and transparency practices