The Grw Blog

Practical AI & sales guides

Written by operators who've built and run sales teams. Tactics on coaching, pipeline, and deal execution.

November 11, 2026AI and Tools

How to Automate Quote Follow-Ups and Customer Communication in Complex B2B Sales

For companies selling complex products and services, the work between customer conversations can take as much time as the conversations themselves. Here's how to make that work faster without losing the technical detail or personal touch.

by Alistair McLeay

Read

September 16, 2026Leadership

Ungoverned AI isn't a policy problem. It's a visibility problem.

Your team's AI use is either governed or invisible. What AI governance actually means for a sales org: visibility into every workflow, standards a leader sets once and locks, scoped access, and writes that need approval.

by Alex McNaughten

Read

September 15, 2026RevOps

"Can the AI see this?" should have a better answer than "probably"

"Can the AI see this?" should have a per-role answer. How fine-grained permissioning works in Grw: shape exactly which tools each rep's AI gets, scope data access by role, keep writes approved, and lock the settings that matter.

by Alex McNaughten

Read

September 14, 2026Leadership

Why smart CROs aren't fully automating their SDR teams

AI agents can now do much of the SDR job. So why are experienced CROs choosing not to automate the whole team? Because the SDR seat is where AEs are made. On judgment, talent pipelines, and the middle path.

by Alex McNaughten

Read

September 13, 2026Leadership

The AI bill nobody is watching

Seats here, tokens there, an API key taped to a side project: AI spend in sales orgs is scattered, duplicated, and unattributed. How to see what you're actually spending, and how one system changes the economics.

by Alex McNaughten

Read

September 12, 2026Leadership

How to actually measure AI ROI in a sales team

Every board is asking for AI ROI and most sales leaders can't produce it. The method: baseline before rollout, one use case one number, run it for the whole team, measure outcomes over usage. Plus what the answer looks like when it works.

by Alex McNaughten

Read

September 11, 2026AI and Tools

Your sales AI's output belongs in your systems, not ours

Most sales tools trap what they produce inside their own app. Grw pushes into the systems you own: your bucket, your database, your VoC platform. Your data, working in your infrastructure.

by Alex McNaughten

Read

September 11, 2026AI and Tools

Stop waiting for connectors. Grw builds the integration.

Most AI tools ship a connectors page and make you wait for the rest. Grw works differently: describe your system, an API, an MCP server, a warehouse, a database, and Grw builds the connection itself.

by Alex McNaughten

Read

September 10, 2026AI and Tools

Your CRM is not where the truth lives

Your revenue truth lives in the warehouse and your internal systems, not just the CRM. Grw connects to Snowflake, custom APIs, and MCP servers, so your sales AI works from the same data your board numbers come from.

by Alex McNaughten

Read

September 9, 2026RevOps

For the RevOps person who built the stack nobody knows about

For the RevOps person who duct-taped the stack together: Grw connects to Supabase, Postgres, S3 and any custom database your own scripts and agents are running. Your side projects just became team infrastructure.

by Alex McNaughten

Read

September 8, 2026RevOps

Your best SQL deserves better than a snippets folder

Your analyst's proven SQL is some of the best thinking in your company, and it runs only when they're at their desk. Grw turns those queries into named tools that every rep's AI and every workflow can run, the same way, every time.

by Alex McNaughten

Read

September 8, 2026AI and Tools

Build, buy, or own? Making the right call in the age of AI

AI collapsed the cost of building software, not the cost of owning it. A disciplined build-buy-own framework, and why most decisions land on: buy the platform, own the logic.

by Alex McNaughten

Read

September 1, 2026AI and Tools

Why not just use Claude for sales? Claude vs Grw

Claude and ChatGPT are general assistants. Grw is a sales system that runs the whole team. The honest, detailed comparison, and why you can use both.

by Alex McNaughten

Read

August 18, 2026Coaching

'How can I help?' is not coaching

Coaching is the first job to fall off a sales leader's plate. A reflection on an r/sales subreddit about why that happens, and what brings it back.

by Alex McNaughten

Read

August 13, 2026Leadership

The five problems every sales leader inherits (and nobody warns you about)

I got handed a sales team at 20 with no idea how to lead. This is the map I built afterward, from a decade of watching the same failures repeat.

by Alex McNaughten

Read

August 11, 2026Leadership

Why the average sales leader lasts just 17 months

It says less about the people than the chair itself. The sales leader's job comes with thirteen roles, no training, and a forecast nobody trusts.

by Alex McNaughten

Read

August 7, 2026AI and Tools

Your sales team is using AI. You just can't see it.

AI sprawl is the mess every sales leader is quietly managing: nine tools, one power user, and no way to see or measure any of it. Here is what it costs and how to fix it.

by Alex McNaughten

Read

August 4, 2026RevOps

Your RevOps hire is doing janitorial work at a strategist's salary

You hired RevOps for forecast accuracy and funnel strategy, then the week fills with CRM cleanup and data triage. Here is why the trap persists and how to fix it at the source.

by Alex McNaughten

Read

August 1, 2026AI and Tools

Reps defend tools that make them money. They tolerate tools that report on them.

The sales tool adoption problem isn't that reps resist change. They adopt what pays them and quietly kill what reports on them. Here is the dual test any AI system has to pass.

by Alex McNaughten

Read

July 29, 2026AI and Tools

Questions to ask any sales AI vendor (including us)

The demo is not how you decide. These are the ten questions that separate a sales AI system your team runs on from a science project you will quietly retire in Q3.

by Alex McNaughten

Read

July 15, 2026Coaching

Coaching the Middle 60%: What Actually Moves the Number

Your top performers are fine and your bottom performers are a hiring conversation. The number moves when the middle of the team gets one level better.

by Alex McNaughten

Read

June 18, 2026RevOps

Forecasts That Hold: Building a Number You Can Defend

A forecast is a claim about the future backed by evidence. We break down the process, the evidence, and the review rhythm that keep the number honest.

by Alex McNaughten

Read

Practical AI & sales guides

How to Automate Quote Follow-Ups and Customer Communication in Complex B2B Sales

Ungoverned AI isn't a policy problem. It's a visibility problem.

"Can the AI see this?" should have a better answer than "probably"

Why smart CROs aren't fully automating their SDR teams

The AI bill nobody is watching

How to actually measure AI ROI in a sales team

Your sales AI's output belongs in your systems, not ours

Stop waiting for connectors. Grw builds the integration.

Your CRM is not where the truth lives

For the RevOps person who built the stack nobody knows about

Your best SQL deserves better than a snippets folder

Build, buy, or own? Making the right call in the age of AI

Why not just use Claude for sales? Claude vs Grw

'How can I help?' is not coaching

The five problems every sales leader inherits (and nobody warns you about)

Why the average sales leader lasts just 17 months

Your sales team is using AI. You just can't see it.

Your RevOps hire is doing janitorial work at a strategist's salary

Reps defend tools that make them money. They tolerate tools that report on them.

Questions to ask any sales AI vendor (including us)

Coaching the Middle 60%: What Actually Moves the Number

Forecasts That Hold: Building a Number You Can Defend

Ready to bring Grw into your team?