Apropo vs. Excel

Excel and Ai are great. But is it the best for quoting?

Excel
AI
Apropo
Detailed scope breakdown
AI-generated estimates
Formulas & calculations
Flexibility
Resilient to human errors
All quotes in one place
Repeatable components
Different view for devs, sales and Client
Reuses knowledge from previous projects
Reduces scope ambiguity
Tracks estimate accuracy over time
Helps protect project margins
Helps win more projects
Supports both sales and delivery teams
Converts scope into a client-ready proposal
Shows what clients actually reviewed in the quote
Creates a single source of truth for estimates
Proposal engagement analytics
Session recordings of client activity
AI Agent / MCP integrations
Built for software agencies
Designed for both winning and delivering projects

While Excel is one of the best software products in the world, it’s not the best option for quoting software projects.

What are the key differences that make Apropo more suited to quoting software projects than Excel or a generic AI workflow?

Helps win more projects

Excel

Excel calculates numbers but does not help teams create proposals that consistently win projects.

AI

AI generates estimates but does not provide a repeatable process for improving proposal win rates.

Apropo

Apropo combines estimation, reusable knowledge, and proposal creation into a workflow designed to help agencies win more projects.

Helps protect project margins

Excel

Excel cannot reliably identify missing scope, hidden assumptions, or delivery risks.

AI

AI can generate estimates but cannot validate commercial feasibility or delivery risk.

Apropo

Apropo structures estimates into detailed project components, helping teams identify gaps before they become costly delivery issues.

Supports both sales and delivery teams

Excel

Excel forces teams to manage multiple versions of the same estimate for different audiences.

AI

AI generates content but does not provide role-based collaboration.

Apropo

Apropo allows sales, delivery teams, management, and clients to work from the same estimate while seeing only the information relevant to them.

Reuses knowledge from previous projects

Excel

Excel stores knowledge in scattered spreadsheets that are difficult to maintain and reuse.

AI

AI generates content from scratch and does not build a reusable estimation system.

Apropo

Apropo turns previous estimates into reusable components and services that can be added to future proposals in seconds.

Converts scope into a client-ready proposal

Excel

Excel creates spreadsheets, not client experiences.

AI

AI generates text, but creating a professional proposal still requires additional tools and manual work.

Apropo

Apropo transforms project scope into interactive proposals that clients can easily review, understand, and approve.

Tracks estimate accuracy over time

Excel

Excel does not help teams learn whether their estimates were accurate after delivery.

AI

AI generates estimates but cannot track their real-world accuracy over time.

Apropo

Apropo connects estimates with delivery outcomes, helping agencies continuously improve forecasting and estimation accuracy.