Agentic CRM Operations: HubSpot × Claude
Natural-language pipeline triage and reporting, with a governed boundary around what the agent may touch.
Eight years architecting the systems behind demand generation: CRM data models that route 80,000+ leads a year, journeys triggered by real events instead of list uploads, attribution that survives scrutiny, and AI agents with a governed boundary. Fragmented martech goes in; something your CFO can read comes out.
> Free 30-min teardown of your CRM, tracking, and reporting. No deck, no discovery call about the discovery call.
Natural-language pipeline triage and reporting, with a governed boundary around what the agent may touch.
A sister site for 18.9 L dispenser refills: four services, a five-stage treatment story told without overclaiming, and every order a WhatsApp message away.
A shell-charcoal brand selling to lounges and shops across Kenya: prices in plain sight, a WhatsApp order path, and a landing page for every one of the 47 counties.
A restaurant with five ways to order dinner and no way to book the catering that pays better. A read of the live site, ranked by what it costs.
A neighborhood Ace store running seven service lines, an installation business, and a national storefront — one site that keeps all three straight.
My own site: direction, build, and instrumentation, with a copywriter and a designer doing the parts they do better than me.
A labeled association model that routes 80,000+ leads a year to the right territory without a human touching a list.
Making 700+ articles machine-readable so assistants cite the brand correctly instead of improvising.
HubSpot custom objects and association models; Journey Builder and AMPscript journeys that fire on real events instead of a Tuesday list upload.
Custom behavioral events, source-segmented funnels, multi-touch attribution, GA4 / GTM / Looker Studio across every brand property.
HubSpot MCP agent workflows for pipeline analysis, stale-deal triage, engagement logging, and on-demand reporting — with the boundary drawn.
llms.txt indexes, brand and pricing-recency guidance, and technical SEO, so assistants cite you accurately instead of confidently improvising.
Consolidating scattered reporting into one React / Node / MongoDB view leadership actually opens, plus pixel and data governance nobody volunteers for.
Marketing sites, landing systems, and custom apps on HubSpot CMS, WordPress, or React — HubDB-backed modules, reusable templates, and pages that load before anyone loses interest.
Notes from inside the stack: CRM architecture, attribution, AI search, and mistakes documented before anyone else repeats them.
What happens when you let an agent draft, edit, and publish without adult supervision.
READ FULL POST >What actually changed when 700 articles became machine-readable for AI assistants.
READ FULL POST >Every channel claims the same closed deal. Here is how to make the model admit what it cannot see.
READ FULL POST >[ Claude Agent ]
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[Alert][Log][Metric] Giving autonomous agents a leash, a logbook, and a kill switch on hardware you actually own.
READ FULL POST >Custom objects solve a real modeling problem and create four new personalization ones.
READ FULL POST >Turning a spreadsheet nobody opens into a summary someone actually reads.
READ FULL POST >When to buy the subscription and when to write forty lines of code instead.
READ FULL POST >Automated bidding works great right up until it optimizes for the wrong goal, quietly.
READ FULL POST >Four ways in. All of them start with someone reading your workflows, which is usually the part nobody has done.
A full audit of your CRM data model, event instrumentation, and reporting, ending in a fix list ranked by pain rather than by how fun it is to build.
Custom objects, custom-coded workflow actions, and routing built to survive your next reorg, migration, and enthusiastic new admin.
MCP connectors, agent workflows, and a governance boundary, so the agent stays helpful instead of becoming a very fast intern with database access.
Marketing sites, landing systems, and custom apps on HubSpot CMS, WordPress, or a stack of your choosing — with the tracking wired in from day one, not bolted on later.
Send me your CRM, your tracking setup, and the report everyone quietly ignores. You’ll get a written teardown in a week — whether or not we ever work together.