
AI Automation and Data Analytics

AI Automation and Data Analytics
Quintessence Analytics is a company that develops AI systems and software to automate repetitive business tasks such as product listings, catalogue images, invoice matching, customer enquiries via WhatsApp, and weekly reports. The company ensures that all automated outputs are reviewed and approved by human team members. Pilot projects start at US$1,000. Quintessence Analytics is also the parent company of Market Reports. The company offers services including AI Readiness Assessment, AI Agent and Automation Pilot, AI Agent Quality and Evaluation, AI Governance and Risk, and Continuous AI Monitoring. Their development process follows five stages: Identify, Build, Assure, Govern, and Operate. They focus on building working systems rather than proofs of concept, using Claude-assisted development to reduce delivery time. Each engagement starts with the specific workflow that needs automation, and outputs are reviewed by a senior analyst. Typical use cases include classifying and routing inbound tickets with draft replies, converting call recordings into structured notes, extracting line-item data from PDFs and photos, drafting responses to online reviews, scoring and routing leads, and providing a chat interface over internal documentation. The company builds custom software and task-oriented agents that retrieve, reason, use tools, and complete workflows. They also provide evaluation and testing to identify failure modes, as well as governance and risk management for existing AI systems. Quintessence Analytics offers predictive analytics and dashboards with analyst review at every tier.