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Insights

Field notes from shipping AI.

Essays, deep-dives and case studies. Written for operators who'd rather ship than panel.

May 23, 2025

Case Study · 5 min

From "I Don't Understand Any of This" to a Launch-Ready AI Product

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May 22, 2025

Case Study · 6 min

Taming Procurement Chaos: How an AI Agent Rebuilt Tender Research

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May 15, 2025

Case Study · 6 min

How AI Cut a Tender Proposal From 4 Hours to 30 Minutes

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Apr 12, 2025

Essay · 6 min

The ROI of one workflow

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Mar 2, 2025

Field Notes · 8 min

Agents that actually work in production

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Feb 10, 2025

Manifesto · 4 min

Hire AI. Fire the routine.

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Jan 22, 2025

Case Study · 7 min

From a 4-hour reply window to 30 minutes

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Dec 5, 2024

Case Study · 9 min

10× content output, same headcount

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Nov 14, 2024

Case Study · 6 min

An AI sales agent, shipped in one week

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Anna Rayskaya

AI implementation & business automation. CEO & Founder, AIVOLUTE.

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anna@aivolute.org

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