Blog
Practical, no-fluff writing on GTM stack architecture, marketing operations, revenue operations, and AI agentic workflows for B2B SaaS teams.
AI Agentic Workflows
Most teams deploy AI agents to a chat window and call it done. Here's the tiered access model we use to decide what an agent can read, propose, and write in your CRM.
September 22, 2026 · 6 min read
GTM Stack Architecture
Most comparisons rank tools. We rank layers instead — data, engagement, orchestration, reporting — and show you which one is actually missing from yours.
September 21, 2026 · 7 min read
RevOps Strategy
MQL counts and form fills don't predict revenue. Here are the five pipeline quality metrics that do, and how to start tracking them without buying a new tool.
September 18, 2026 · 5 min read
RevOps Strategy
A working setup for HubSpot lead scoring and routing — fit vs. intent, property-driven assignment, and the four objects that keep it from drifting.
September 15, 2026 · 5 min read
AI Agentic Workflows
Most sales AI lives in a chat window. The real leverage is in the workflow layer — enrichment, CRM hygiene, follow-up sequencing. Here's where the boundary actually sits.
September 11, 2026 · 4 min read
RevOps / Tools & Stack
A category-by-category breakdown of the RevOps stack — CRM, enrichment, sequencing, orchestration, and AI agents — and which problem each one actually solves.
September 8, 2026 · 6 min read
GTM Stack Architecture
Modernising a stack is a retirement order, not a shopping list. The five-step sequence: dead automations, contested fields, point-to-point wiring, closed tools, and only then the CRM.
September 5, 2026 · 6 min read
RevOps Strategy
Freelance day rates, boutique agency sprints, and enterprise consultancies price RevOps work differently. Here's what each tier actually costs and what drives the spread.
September 4, 2026 · 6 min read
RevOps Strategy
MQL-to-SQL, SQL-to-opportunity, and opportunity-to-closed-won benchmarks for B2B SaaS at Series A-C, and how to tell which stage is actually costing you pipeline.
September 1, 2026 · 6 min read
GTM Stack Architecture
Most Series A teams either buy too much tooling too early or duct-tape too little together. The five categories that actually earn their keep, and what to leave for later.
August 28, 2026 · 5 min read
RevOps Strategy
Duplicate records, stale lifecycle stages, orphaned fields, and the checks we run to tell a leadership team whether their CRM data can be trusted.
August 27, 2026 · 5 min read
Marketing Operations
SPF, DKIM, DMARC, spam rate thresholds, and the pre-send checks that keep inbox placement intact during a MAP or CRM migration.
August 7, 2026 · 5 min read
AI Agentic Workflows
AI SDR agents can research, qualify, and personalize outreach at scale. They can't read hesitation or close a deal. Here's the honest split.
July 31, 2026 · 4 min read
RevOps Strategy
Object model mismatches, workflow rebuilds, and the attribution data that doesn't survive the move — the checklist we run before every migration.
July 29, 2026 · 6 min read
Perspective
Every SaaS company sold an outcome and shipped an interface. AI didn't close that gap — it published it. Where defensibility actually moved, and the three layers that still compound.
July 25, 2026 · 9 min read
RevOps Strategy
Most teams pick an attribution model without understanding what it hides. Here is what to build before the model matters, and which one to use once you have.
July 25, 2026 · 7 min read
Marketing Operations
Field mapping, lifecycle stage alignment, and the failure modes we check for before every sync goes live.
August 7, 2026 · 6 min read
RevOps Strategy
A senior RevOps hire runs $140-180K plus months of ramp, and rarely covers every layer of the stack alone. Here is the real math.
July 7, 2026 · 6 min read
Process
No 6-month discovery phases. Here is what actually happens, week by week, in a fixed-scope 90-day sprint.
July 10, 2026 · 7 min read
Tools
We build on all three, depending on the job. Here is the honest breakdown of where each one actually fits.
July 14, 2026 · 8 min read
Case Study
A Series B SaaS company was averaging 4 hours from lead to first touch. Here is the agentic workflow that got it down to 90 seconds.
July 17, 2026 · 6 min read
RevOps Strategy
These two terms get used interchangeably more often than they should. Here is where the line actually falls.
July 21, 2026 · 6 min read
AI Agentic Workflows
Not a chatbot, not a single API call. Here is what the term actually means and where it fits in a RevOps stack.
July 21, 2026 · 5 min read