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field notes

ArchiveNov 13, 2026Est. 2025

Field Notes.

A working archive of how we think about AI agent systems and the operating models that make companies hard to ignore.

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Nov 13, 2026
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Field Notes Archive

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Glyph-field title card on dark carbon: dense aiAgents texture glowing green, article title "QuickBooks AI vs. Managed Finance" on staggered dark slabs.
AI Agents

QuickBooks Online serves as the financial system of record for millions of small businesses. Intuit has invested heavily in embedding generative artificial intelligence into that software,...

Kurt Fischman, Founder of Machine-likeKurt FischmanNov 13, 2026
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Glyph-field title card on dark carbon: dense aiAgents texture glowing purple, article title "Clio AI vs. Managed Intake for Law Firms" on staggered dark slabs.
AI Agents

Clio AI vs. Managed Intake for Law Firms

Every managing partner knows the sinking feeling of discovering an untouched lead. A prospective client with a six-figure personal injury claim or a high-stakes commercial dispute filled out a...

Kurt Fischman, Founder of Machine-likeKurt FischmanNov 12, 2026
Glyph-field title card on dark carbon: dense aiAgents texture glowing cyan, article title "AI Receptionist vs. Managed Intake: Which" on staggered dark slabs.
AI Agents

AI Receptionist vs. Managed Intake: Which Do You Need?

When inbound calls ring through to voicemail during the workday, the revenue loss feels immediate and painful. For a founder-operator running a business between $1M and $10M in revenue, missing three...

Kurt Fischman, Founder of Machine-likeKurt FischmanNov 11, 2026
13Nov 2026
AI Agents

QuickBooks AI vs. Managed Finance Automation

QuickBooks Online serves as the financial system of record for millions of small businesses. Intuit has invested heavily in embedding generative artificial intelligence into that software,...

Kurt Fischman · Nov 13, 2026

12Nov 2026
AI Agents

Clio AI vs. Managed Intake for Law Firms

Every managing partner knows the sinking feeling of discovering an untouched lead. A prospective client with a six-figure personal injury claim or a high-stakes commercial dispute filled out a...

Kurt Fischman · Nov 12, 2026

11Nov 2026
AI Agents

AI Receptionist vs. Managed Intake: Which Do You Need?

When inbound calls ring through to voicemail during the workday, the revenue loss feels immediate and painful. For a founder-operator running a business between $1M and $10M in revenue, missing three...

Kurt Fischman · Nov 11, 2026

09Nov 2026
Playbooks

What Your Team Still Owns With a Managed AI Service

Every founder exploring automation eventually asks the same practical question: if we hire an outside provider to run our AI workflows, what does my team actually stop doing?

Kurt Fischman · Nov 9, 2026

06Nov 2026
AI Agents

When Does an AI Agent Pay for Itself?

When software vendors pitch automated workflows to founder-operators, they almost always anchor the conversation on API pricing. They point out that processing an invoice or extracting data from an...

Kurt Fischman · Nov 6, 2026

05Nov 2026
AI Agents

What Should a Managed AI Agent Subscription Include?

When a founder signs up for conventional business software, the bargain is straightforward: you pay a monthly fee per user, and your team operates the tool. If the software is confusing or a workflow...

Kurt Fischman · Nov 5, 2026

04Nov 2026
AI Agents

How to Evaluate a Managed AI Agent Trial

When a software vendor demonstrates an AI agent, the presentation usually looks effortless. The sales representative feeds the model three carefully formatted inquiries, the agent responds in...

Kurt Fischman · Nov 4, 2026

03Nov 2026
Playbooks

How Small Businesses Can Use AI to Get Work Done Faster

When founders look for ways to accelerate their companies with artificial intelligence, they usually start by handing their staff a general-purpose chat prompt. The pitch sounds compelling: an...

Kurt Fischman · Nov 3, 2026

02Nov 2026
Playbooks

Stop Making Employees Move Data Between Apps

In most companies generating between $1M and $10M in revenue, an expensive ritual unfolds every morning. A project coordinator or operations lead opens four or five browser windows: the shared...

Kurt Fischman · Nov 2, 2026

27Oct 2026
Workflows

What Happens to the Support Tickets Your AI Cannot Resolve?

A company adds an automated agent to its support channels, and within days the dashboard reports a sixty percent deflection rate. The routine inquiries that once clogged the queue-password resets,...

Kurt Fischman · Oct 27, 2026

26Oct 2026
AI Agents

HubSpot AI Agents vs. a Managed AI Service

When software vendors add AI agents to their platforms, the commercial goal's simple: keep your team and your customer data inside their walled garden. HubSpot's Agent Hub consolidates pre-built...

Kurt Fischman · Oct 26, 2026

09Oct 2026
Playbooks

Who Fixes Your AI Agent When It Stops Working?

When software automates customer conversations, invoice processing, or intake qualification, it feels like permanent leverage. A repetitive administrative task that used to consume twenty hours a...

Kurt Fischman · Oct 9, 2026

08Oct 2026
Workflows

How Agencies Can Automate Customer Reporting

Ask any agency founder what happens during the first five business days of a new month, and they will describe the same scene. Account managers stop optimizing campaigns, strategists cancel planning...

Kurt Fischman · Oct 8, 2026

07Oct 2026
Workflows

How to Automate Overdue Invoice Reminders

Most small-business owners discover automated collections after a painful cash crunch. You look at an accounts receivable aging report, realize that 30% of your billings are sitting past due, and...

Kurt Fischman · Oct 7, 2026

06Oct 2026
Workflows

Document Collection for Accountants: Go Beyond the Portal

Every managing partner at a growing accounting firm recognizes the January ritual. The practice configures client portals, creates folders, and sends welcome emails with login credentials for the...

Kurt Fischman · Oct 6, 2026

05Oct 2026
Workflows

How Law Firms Can Automate Document Collection

Every managing partner recognizes the familiar friction of opening a new legal matter. An initial consultation concludes successfully, the retainer agreement is signed, and the legal team requests...

Kurt Fischman · Oct 5, 2026

04Oct 2026
AI Agents

Lindy vs. Managed AI Agents: Compare the Full Cost

When evaluating AI tools to streamline business operations, software subscription pricing creates a powerful illusion. Lindy advertises self-service agent software starting at thirty dollars per user...

Kurt Fischman · Oct 4, 2026

04Oct 2026
AI Agents

AI Agent vs. Hiring: How to Compare the Costs

Founders often begin an automation search with a tidy calculation on a whiteboard. An operations coordinator earns $60,000 a year. An AI agent platform costs $1,500 a month, or $18,000 a year. By...

Kurt Fischman · Oct 4, 2026

Get back tothe work of humans⁠1

Your work should be about creativity, solving problems, and building relationships.
Leave the machine-like tasks to us.