Case Studies

Real systems.
Real numbers.

Every project below is production software with real users. Where we have hard metrics, we show them. Where wins are qualitative, we say so — no invented numbers.

SaaS · Customer Support

AI Customer Support Assistant

60% ticket deflection · first response 30 min → under 30 sec

RAG-powered support automation for a SaaS company handling 1,000+ weekly conversations — 60% ticket deflection and 98% faster first responses.

OpenAI APIPythonPineconeIntercomRAG
Legal · Vertical SaaS

AI Law Firm OS

Full legal lifecycle centralized into one AI-powered platform

A custom AI-powered legal operations platform that centralizes the full legal lifecycle — intake, matters, documents, billing — into one system.

OpenAI APIAI AssistantsLegal CRMDocument ManagementDashboards
B2B Sales · RevOps

AI Revenue OS

Complete lead-to-revenue lifecycle automated end-to-end

An AI-powered CRM and sales automation platform that orchestrates the complete lead-to-revenue journey for a B2B company.

OpenAI APIAI AgentsCRM ArchitectureSales AutomationDashboards
Knowledge Management · Internal Tools

Custom AI Knowledge Assistant

Source-grounded answers from approved org content — zero speculation

A citation-grounded RAG assistant that answers questions from an organization's own approved content — and says 'I don't know' when it should.

OpenAI APILangChainVector DatabaseEmbeddingsPythonRAG
Sales Ops · Workflow Automation

AI Lead Qualification System

Lead processing time: hours → minutes, 24/7

Automated lead scoring and routing across every intake channel — lead processing time cut from hours to minutes, running 24/7.

OpenAI APIn8nCRM IntegrationsEmail AutomationAPI Workflows