Insights
Field notes from client builds
Guides on HubSpot, n8n, Microsoft 365, and AI workflow automation — what I used, what it cost, and what broke along the way.
September 2, 2026
The State of AI Agents in 2026: What's Ready to Deploy
AI agents in 2026, sorted by risk: the scripted assistant, the tool-using agent, and the autonomous loop — which is deployable and which is still a demo.
Read article →August 27, 2026
Field Notes: Getting Structured Fields Out of Ugly PDFs
What works when the PDF is a scan at three degrees of rotation: confidence thresholds, review queues, and why the review queue is the product.
Read article →August 22, 2026
Field Notes: SharePoint Folders That Create Themselves
A short walkthrough of triggering SharePoint folder creation from a HubSpot deal stage, and the permission mistake that makes it dangerous.
Read article →August 19, 2026
Salesforce to HubSpot Migration: What Actually Goes Wrong
A migration plan built around the four things that break: history, custom objects, automation parity, and the report nobody mentioned until go-live.
Read article →August 14, 2026
Deduplicating HubSpot Without Destroying Your Attribution
Merging duplicates overwrites original source and first-touch data if you let it. The merge rules we set before touching a single record.
Read article →August 11, 2026
What Is Business Process Automation? A Plain Answer
Business process automation explained without the vendor gloss: what counts, what does not, where it pays off first, and what it costs to keep running.
Read article →August 6, 2026
Workflow Automation vs RPA: Which One Do You Actually Need?
RPA drives the screen, workflow automation talks to the API. Which is right, why RPA is usually the fallback, and the honest cost difference.
Read article →July 29, 2026
Automating a LinkedIn Company Page: What the API Allows — and What It Doesn't
LinkedIn company-page automation: Marketing Developer Platform approval, API versioning, image posts, and build-vs-rent for SMBs.
Read article →July 27, 2026
Workflow Automation Examples: What We Actually Build
Seven workflow automation examples we ship most often — what each one replaces, where each one breaks, and the order to tackle them in.
Read article →July 24, 2026
Microsoft Graph: The Automation API You Already Pay For
Microsoft Graph can replace your email API, scheduling tool, and auth provider with the M365 subscription you already have — what we run on it, plus gotchas.
Read article →July 19, 2026
Who's on Your Website: First-Party Visitor Identification for B2B
How to know which contacts and companies are on your B2B website with first-party tracking you own — hot-lead alerts, attribution, and bot screening.
Read article →July 14, 2026
Speed to Lead: Automating the First Five Minutes
Speed to lead is the highest-leverage number in most SMB funnels. The five-part automation pattern that gets first response under five minutes.
Read article →July 8, 2026
Your Email Open Rates Are Lying: Bots, Scanners, and What to Measure Instead
Security scanners and Apple MPP fake most email engagement in 2026. How to screen bot opens and clicks — and the metrics that still tell the truth.
Read article →July 3, 2026
We Replaced HubSpot With a Custom CRM Built on Claude Code
Replacing HubSpot with a custom CRM: what we built in a week of AI-assisted sessions, what it costs to run, and who should try it.
Read article →June 30, 2026
Build vs. Buy AI in 2026: A Decision Framework With the Numbers
A five-question build vs buy AI framework with real cost ranges — when to buy off-the-shelf, when to build a custom AI app, and how to run the break-even.
Read article →June 24, 2026
Agentic AI for Healthcare and Professional Services: Prior Auth, Intake, and Document Automation
How agentic AI automates prior auth, intake, and documents in healthcare and professional services — one custom-agent pattern, two very different rollouts.
Read article →June 19, 2026
AI Receptionist Pricing in 2026: What $300/Month Buys You
A 2026 AI receptionist pricing breakdown: per-minute costs, overage fees, where vendors hide the meter, and the ROI math.
Read article →June 14, 2026
SOC 2 and HIPAA for Custom AI Agents: A Practical Compliance Playbook
A practical SOC 2 and HIPAA compliance playbook for custom AI agents: the controls we build in, real year-one costs, and how to keep agents reviewable.
Read article →June 9, 2026
MCP Servers in Practice: Wiring Claude Code Into HubSpot, QuickBooks, and SharePoint
A practical guide to MCP servers for small business: wiring Claude Code into HubSpot, QuickBooks, and SharePoint — and why custom MCP beats no-code glue.
Read article →June 4, 2026
Getting Cited by ChatGPT, Claude, and Perplexity: AEO for AI Workflow Companies
The exact answer engine optimization playbook we run to get cited by ChatGPT, Claude, and Perplexity — structure, schema, refresh cadence, and measurement.
Read article →May 28, 2026
AI Receptionist ROI: What Custom Agents Save SMBs
A May 2026 field report on AI receptionist ROI for SMBs: call answer rates, response times, owner hours reclaimed, and what made the deployments work.
Read article →May 22, 2026
Our Claude Code + n8n + Python Stack for Custom AI Workflows
The three-layer stack we use to ship custom AI workflows: Claude Code for engineering, n8n for orchestration, and Python where determinism matters most.
Read article →May 17, 2026
HubSpot + Microsoft 365 + AI Agents: Integration Pattern
How to wire HubSpot, Microsoft 365, and custom AI agents into one workflow so revenue, ops, and leadership work from the same source of truth.
Read article →May 12, 2026
When to Graduate from Zapier to a Custom AI App
Zapier is a great on-ramp until it is not. Five signals that tell you it is time to graduate from Zapier or Make to a custom AI app built with Claude Code.
Read article →May 7, 2026
Building Custom Internal Tools With Claude Code in One Day
The exact pattern we use to ship Claude Code internal tools in a single day: discovery, data contract, scoped build, integration, guardrails, and deploy.
Read article →May 2, 2026
Custom AI App Integration in 2026: The Step Change for SMBs
Off-the-shelf AI plateaued. In 2026, the leverage is custom AI app integration — tailored workflows wired into the HubSpot and Microsoft 365 you already use.
Read article →April 20, 2026
How to Automate HubSpot Contact Enrichment (Step-by-Step)
Learn how to set up AI-powered contact enrichment in HubSpot that fills missing fields, removes duplicates, and syncs to Microsoft 365.
Read article →April 18, 2026
n8n vs Zapier vs Make: Which Tool for Small Business?
Compare n8n, Zapier, and Make on pricing, flexibility, and ease of use to find the right automation platform for your small business.
Read article →April 15, 2026
What Is AI Workflow Automation? (Plain-English Guide)
A plain-English explanation of what AI workflow automation is, how it differs from rule-based automation, and where to start for your business.
Read article →April 12, 2026
How We Saved a Client 40+ Hours/Week with CRM Automation
A real CRM automation ROI case study: how we eliminated manual data entry, automated follow-ups, and gave a client back 40+ hours every week.
Read article →April 10, 2026
Microsoft 365 + HubSpot: The Integration Guide
Everything you need to know about integrating Microsoft 365 with HubSpot — from Outlook email sync to Teams alerts and SharePoint document management.
Read article →April 8, 2026
Dirty CRM Data: Why It Costs You Deals (and How to Fix It)
Dirty HubSpot data silently kills pipeline. Learn the five most common HubSpot data quality problems and a step-by-step deduplication and enrichment fix.
Read article →Ready to automate your CRM?
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