From the field

What we're learning
building AI for professional firms

We work inside law firms, accounting practices, and real estate agencies every week. These are the real patterns we're seeing — what breaks, what works, and what makes automation actually stick.

Law FirmsApril 2026

The Hidden Cost of Manual Intake: What 12 Law Firms Told Us

Manual intake is costing law firms 8–15 hours per week per fee earner in non-billable admin. Here's what we found — and what they did about it.

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Accounting FirmsComing soon

How Accounting Firms Are Using AI to Win More Clients

The firms growing fastest aren't spending more on marketing. They're responding faster, qualifying better, and following up automatically.

Coming soon
Real EstateComing soon

Real Estate AI: Why Response Speed Is the Only KPI That Matters

In property, the agent who responds first wins the listing. Here's how top agencies are using AI to be first — every time, around the clock.

Coming soon
Professional ServicesComing soon

The 60-Day Automation Playbook for Professional Services

A practical week-by-week breakdown of how professional services firms move from fully manual to largely automated in under two months.

Coming soon

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