Blog - Practical ideas on applied AI for teams

Real cases, measured results and lessons from putting AI into real team workflows.

Decision FrameworkFebruary 13, 2026

Your firm uses AI. That doesn't mean you're ready for it.

Most firms say they use AI. But ChatGPT for emails is not automation. Here is how to tell if your firm is actually ready, and what to do if it is not.

Ivor PadillaCo-Founder & Engineering Director

Your firm uses AI. That doesn't mean you're ready for it.

How It WorksFebruary 12, 2026

AI Agents Are Not Automations: Why the Distinction Matters for Your Firm

The word "automation" covers two fundamentally different things. Understanding which one you are buying determines whether the investment works past the pilot.

Ivor Padilla

AI StrategyFebruary 12, 2026

AI is coming for professional services. Here's what that actually means.

Claude Cowork plugins wiped $285 billion off software stocks. What does this mean for regulated EU firms that handle contracts, onboarding and compliance?

Ivor Padilla

AI StrategyFebruary 11, 2026

Don't Automate One Workflow at a Time (and What to Do Instead)

Twelve tools, hundreds in monthly subscriptions, and every API update breaks something. Why one-at-a-time automation fails and what to do instead.

Ivor Padilla

AI StrategyFebruary 10, 2026

Harvey AI Raised at $11B. Here's What That Means for Small Law Firms.

Harvey's $11B valuation confirms legal AI is infrastructure, not an experiment. But enterprise pricing and US-first infrastructure leave 90% of firms without options.

Ivor Padilla

How It WorksFebruary 4, 2026

The Law Firm Tech Stack in 2026: What's Changed

Thirteen tools. Growing costs. Nobody sure which layers matter. A layer-by-layer breakdown of the modern law firm tech stack and where AI agents fit.

Ivor Padilla

ComplianceJanuary 31, 2026

EU AI Act 2026: What Your Law Firm Actually Needs to Do Before the Deadline

60% of Spanish lawyers use AI. Only 8% understand their tools. EU AI Act high-risk rules hit in August 2026. Here is your practical compliance checklist.

Ivor Padilla

Hidden CostsSeptember 21, 2025

The $15K Zapier Invoice: Why Professional Services Firms Pay for AI Automation They Could Build Themselves

A consultant charged $15K for a 45-minute Claude-Zapier build. The internet called it genius or fraud. Both sides missed the real story about demos vs production systems.

Ivor Padilla

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Blog - Practical ideas on applied AI for teams

Your firm uses AI. That doesn't mean you're ready for it.

More articles

AI Agents Are Not Automations: Why the Distinction Matters for Your Firm

AI is coming for professional services. Here's what that actually means.

Don't Automate One Workflow at a Time (and What to Do Instead)

Harvey AI Raised at $11B. Here's What That Means for Small Law Firms.

The Law Firm Tech Stack in 2026: What's Changed

EU AI Act 2026: What Your Law Firm Actually Needs to Do Before the Deadline

The $15K Zapier Invoice: Why Professional Services Firms Pay for AI Automation They Could Build Themselves

Tell us whether you need to assess, enable or ship.

We will tell you which motion fits best, what good signal would look like and whether a workshop, pilot or buildout makes sense.

Gradion helps high-trust teams turn the right workflow into an AI system they can trust.

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