
use cases
Dobbin knows how your company thinks. Everything it does, from proposals to budget variances, starts from your POV.
Sales
proposals built from what wins
Don't just share a template. Share the thinking that won the deal. Your newest rep can pitch with the exact judgment that won your biggest accounts, without you in the room.
→ Learns from the deals you’ve closed
→ Pitches with your positioning and objection-handling
→ Grounds every proposal in your CRM, call notes and deal history


Marketing
The Argument Only You Can Make
Drop in outside research and Dobbin finds the angles worth writing about, filtered through what your company actually stands for. It starts with your point of view, not everyone else’s.
→ Writes from your strategy and beliefs, not just a tone-of-voice doc
→ Builds every draft from your latest thinking


Ecommerce
Stop funding vanity metrics
Dobbin connects your marketing directly to your Shopify sales, then interprets the results through your company’s priorities. Instead of chasing clicks, your team invests where it matters most to the business.
→ Weighs recommendations against your business priorities
→ Shows exactly where your next ad dollar should go


Retail
Put the Right Product in the Window
Company-wide bestsellers don’t always win locally. Dobbin combines your sales data with local buying patterns, ensuring every display reflects the customers who shop there.
→ Tailors your company merchandising strategy to local demand


HR
New hires Skip the Ramp-Up Period
Dobbin works alongside new employees, giving them years of company know-how from day one. They learn as they work, getting answers from Dobbin instead of your senior team.
→ Teaches the way your company works, not just what’s documented
→ Every lesson learned becomes the new baseline
→ Scales the thinking of your best people without taking up their time


Executive Team
Find the weak spots
Dobbin challenges your thinking, not just your writing. Weak arguments, missing evidence and overlooked risks get caught before they become expensive mistakes.
→ Tests ideas against your wins, losses, and lessons learned
→ Drafts the fixes and counterarguments before you walk into the room


Operations
Consistency under pressure
When something breaks, you need communications and a support workflow that don't contradict each other. Dobbin drafts it all from your existing policies — grounded in your disclosure language, not someone improvising under pressure.
→ Builds responses from your past resolutions and leadership decisions
→ Keeps every audience working from the same facts
→ Stays inside your policies and regulatory standards


Finance
Know What's driving the numbers
Dobbin runs real calculations against your project activity, not spreadsheet summaries. It explains what moved, why it moved, and which variances matter.
→ Runs real math, not pattern-based estimates
→ Separates one-offs from trends heading into next quarter


Customer Success
Confident Renewals without sales experience
Your CSM shouldn't need to be a closer to run a renewal. Dobbin drafts the proposal from your playbook and coaches them using your proven sales strategy.
→ Anticipates and prepares for objections before the meeting
→ Builds a concrete value case based on what the customer achieved


