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Automation & AI

26 Published articles

Analysis, guides and hands-on insights on Automation & AI by Evocative.

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How We Design AI Agents That Ship Real Business Value, Not Demos
AUTOMATION & AI

How We Design AI Agents That Ship Real Business Value, Not Demos

Most AI agent demos impress in a boardroom and collapse in production. Here's how we design agents that actually earn their keep.

When AI Beats Theory: What OpenAI's Latest Breakthroughs Actually Mean for Your Business
AUTOMATION & AI

When AI Beats Theory: What OpenAI's Latest Breakthroughs Actually Mean for Your Business

OpenAI's rapid-fire model releases promise huge gains—but the real story is in the benchmarks you can't verify and the agents that silenced their own safety alerts.

Gemini Robotics ER 2: How AI Now Plans Real-World Robot Tasks
AUTOMATION & AI

Gemini Robotics ER 2: How AI Now Plans Real-World Robot Tasks

October's AI news reveals a clear shift: agents and embodied AI are moving from demos to governed, accountable systems that plan and act in the real world.

What Anthropic's Latest Moves Mean for Teams Betting on Claude
AUTOMATION & AI

What Anthropic's Latest Moves Mean for Teams Betting on Claude

Behind the race for always-on AI agents, Anthropic is quietly rewriting the terms of the deal. Here's what every team using Claude needs to know.

Why the Same AI Model Scores 8 Points Apart: Agent Harnesses Explained
AUTOMATION & AI

Why the Same AI Model Scores 8 Points Apart: Agent Harnesses Explained

The same AI model can post wildly different benchmark scores depending on the harness around it — here's why the wrapper matters more than the weights.

How We Design AI Agents That Ship Real Business Value, Not Demos
AUTOMATION & AI

How We Design AI Agents That Ship Real Business Value, Not Demos

The gap between a dazzling AI demo and an agent that survives production is where most projects quietly die. Here's how we close it.

No-Code Automation with Zapier MCP: Where Code Ends and AI Agents Begin
AUTOMATION & AI

No-Code Automation with Zapier MCP: Where Code Ends and AI Agents Begin

How no-code platforms and AI agents now handle the work that once required custom code — and where human judgement still matters.

How We Design AI Agents That Ship Real Business Value, Not Demos
AUTOMATION & AI

How We Design AI Agents That Ship Real Business Value, Not Demos

The gap between a dazzling AI demo and a reliable production agent is where most projects die. Here's how we close it.

How AI Agents Manage Memory and State in Production
AUTOMATION & AI

How AI Agents Manage Memory and State in Production

Persistent memory, safe execution and clear liability are what separate a demo agent from one you can run in production.

How We Design AI Agents That Ship Real Business Value, Not Demos
AUTOMATION & AI

How We Design AI Agents That Ship Real Business Value, Not Demos

Most AI agents dazzle in a demo and collapse in production. Here's how we design agents that actually move business metrics.

How We Design AI Agents That Ship Real Business Value, Not Demos
AUTOMATION & AI

How We Design AI Agents That Ship Real Business Value, Not Demos

Impressive AI demos are easy. Agents that survive contact with real operations are not — here's how we build the second kind.

Salesforce + Zapier: What Teams Actually Automate at Scale
AUTOMATION & AI

Salesforce + Zapier: What Teams Actually Automate at Scale

A senior view on how growing teams pair Salesforce with Zapier to automate revenue operations without breaking production systems.

How We Design AI Agents That Ship Real Business Value, Not Demos
AUTOMATION & AI

How We Design AI Agents That Ship Real Business Value, Not Demos

Impressive demos rarely survive contact with production. Here's how we build AI agents that hold up under real workloads and deliver measurable outcomes.

Agentic Workflows: How to Automate Complex Tasks End-to-End
AUTOMATION & AI

Agentic Workflows: How to Automate Complex Tasks End-to-End

Agentic workflows move beyond single triggers to orchestrate multi-step, AI-driven processes—here's how to build them without breaking your stack.

How We Design AI Agents That Ship Real Business Value, Not Demos
AUTOMATION & AI

How We Design AI Agents That Ship Real Business Value, Not Demos

The gap between a slick AI demo and an agent that survives contact with real operations is where most projects quietly die. Here's how we close it.

AI Software in 2026: How Agents, Vibe Coding and Predictive Tools Actually Deliver Business Value
AUTOMATION & AI

AI Software in 2026: How Agents, Vibe Coding and Predictive Tools Actually Deliver Business Value

A senior consultant's practical read on the AI software landscape of 2026—what's real, what's hype, and where to place your bets.

How We Design AI Agents That Ship Real Business Value, Not Demos
AUTOMATION & AI

How We Design AI Agents That Ship Real Business Value, Not Demos

The gap between an AI agent that dazzles in a demo and one that survives Monday morning is where most projects quietly die. Here is how we close it.

AI Agent Governance: Securing Autonomous Agents in Production
AUTOMATION & AI

AI Agent Governance: Securing Autonomous Agents in Production

Building an AI agent is easy. Governing one that acts on your behalf, holds memory, and touches customer data is the real work.

Zapier vs. Its Rivals: Choosing the Right Automation Platform in 2026
AUTOMATION & AI

Zapier vs. Its Rivals: Choosing the Right Automation Platform in 2026

A senior consultant's guide to picking the right automation platform in 2026 — from Zapier and n8n to Power Automate, UiPath and Pipedream.

How We Design AI Agents That Ship Real Business Value, Not Demos
AUTOMATION & AI

How We Design AI Agents That Ship Real Business Value, Not Demos

The gap between a dazzling AI demo and a system that survives Monday morning is where most projects quietly die. Here is how we bridge it.

How We Design AI Agents That Ship Real Business Value, Not Demos
AUTOMATION & AI

How We Design AI Agents That Ship Real Business Value, Not Demos

A demo impresses a room for ten minutes; a production agent quietly saves a team ten hours a week. Here is how we build for the second outcome.

From Chat to Action: How AI Agents Are Reshaping Business Ops
AUTOMATION & AI

From Chat to Action: How AI Agents Are Reshaping Business Ops

AI agents have moved past the chatbot phase. The real value now lies in getting them to act reliably inside your operations.

How We Design AI Agents That Ship Real Business Value, Not Demos
AUTOMATION & AI

How We Design AI Agents That Ship Real Business Value, Not Demos

Most AI agent projects impress in a demo and collapse in production. Here's how we build agents that earn their keep.

The agentic AI reality check: what 2026's data actually says
AUTOMATION & AI

The agentic AI reality check: what 2026's data actually says

80% of enterprises now embed an AI agent — but only a third run one in production, and 40% of agent projects will be scrapped by 2027. The honest 2026 picture for SMEs.

AI voice agents: the phone line that never sleeps
AUTOMATION & AI

AI voice agents: the phone line that never sleeps

Voice AI has crossed the realism threshold. In 2026, small teams use it to answer calls, qualify leads and book appointments around the clock. Here's what's now possible — and where to start.

Automate your invoicing and bookkeeping (and get your week back)
AUTOMATION & AI

Automate your invoicing and bookkeeping (and get your week back)

Admin is the silent tax on small businesses. In 2026, a few well-placed automations can take invoicing, reminders and reconciliation off your plate almost entirely.