Writing.

Research, field notes, and product updates from our work with agents.

Research

• Research: Structure makes frontier models more expensive and open-weights models cheaper (Jul 2026)
• Research: Workflows written by a frontier model made an open model twice as fast (Jul 2026)
• Example: HHS Medicaid analysis: a full run, published (Mar 2026)
• Milestone: Named in Gartner's Market Guide for Agentic Analytics, second year running (Feb 2026)
• Note: Introducing DeepWork: structured workflow automation (Jan 2025)
• Video: Finding opportunities and building action plans (Dec 2024)
• Video: Capture value in your text fields with AI (Oct 2024)
• Case study: AT&T puts $100M+ of insights into action (Sep 2024)
• Note: Simplify data queries with AI agents (Sep 2024)
• Note: Pinpointing KPI changes in minutes (Sep 2024)
• Video: Expand your impact and target the right audience (Sep 2024)
• Note: Avoiding the risks of LLM hallucinations in SQL generation (Jun 2024)
• Note: Security and privacy at Unsupervised (Apr 2024)
• Case study: Fortune 500 healthcare payer finds $58M (Jan 2024)
• Milestone: AI analysts cross $1 billion found (Nov 2023)
• Milestone: Customers find over $300 million (Dec 2022)
• Case study: DTC retailer uncovers $2M in opportunities (Jun 2021)
• Milestone: Two $50M+ milestones: our Series B (Apr 2021)
• Case study: Fortune 500 retailer finds $1M+ in supply chain (Mar 2020)