AI Sales Engineering & Revenue Proof Systems

Turn complex B2B products into clearer demos, stronger ROI stories, and sales systems that close.

For technical B2B companies selling high-value products, I build the sales engineering assets, ROI models, and AI-assisted workflows that help buyers understand value faster.

The Problem

Why technical products lose deals

Feature-heavy demos

Demos pile on features instead of connecting to the buyer's actual pain.

No repeatable process

Founders and AEs lack a repeatable technical sales process.

Missing ROI proof

Buyers need ROI proof, not another product walkthrough.

Disconnected CRM data

CRM data rarely turns into a clear deal strategy.

Disconnected AI tooling

AI tools only help when they are tied to real sales workflows.

Weak technical follow-up

The demo goes well, then the buyer never gets the proof they need to move.

Services

What I Build

The assets that turn technical complexity into buyer clarity.

Demo Narratives

ROI Calculators

Discovery Scripts

Objection Handling Systems

Proposal Templates

Use-Case Libraries

CRM Scoring Workflows

AI-Assisted Follow-Up Systems

Pricing

Three Ways to Work Together

Revenue Proof Audit

$1,500 - $3,000
Delivered in about 1 week
Who it is for:Companies that want a clear diagnosis before committing to a bigger engagement.
What you get:A structured review of your demo, sales deck, discovery process, CRM workflow, ROI story, and technical buyer journey.
Book the Audit
Most Popular

Proof-to-Close Sprint

$7,500 - $12,500
2-3 weeks
Who it is for:Companies that need to build or overhaul their sales engineering assets.
Deliverables:
  • Buyer discovery script
  • Demo narrative
  • ROI calculator
  • Objection handling guide
  • Use-case library and proposal template
  • AI-assisted follow-up workflow
  • CRM opportunity scoring model
Start a Sprint

Fractional AI Sales Engineer

$4,000 - $8,000 / mo
Ongoing
Who it is for:Founders and sales teams that need ongoing technical sales support without a full-time hire.
Deliverables:Technical sales prep, custom ROI stories, demo improvements, sales data analysis, use-case collateral, proposal assets, and ongoing AI workflow improvements.
Explore Fractional
Fit

Who This Is For

B2B SaaS, data/API products, vertical software
Technical service companies
Founder-led sales teams
$20k-$250k+ ACV
Long or complex sales cycles
No mature sales engineering function
Weak demos, ROI story, discovery, or technical collateral
Deals stall because buyers do not understand the business case
Process

How It Works

01

Diagnose the revenue leak

02

Build the proof assets

03

Install the workflow

04

Train the team

05

Improve from real deal feedback

Revenue Modeling

Estimate the ROI

See what a lift in close rate could mean for your pipeline.

Configure Variables

Additional Annual Revenue
$600,000
$50,000 / month
ROI Multiple
60.0x
Payback
0.2 mo

These estimates are directional and are not a guarantee of results.

Deliverable

What a Revenue Proof Audit Covers

  1. 01Demo clarity and effectiveness
  2. 02Buyer pain alignment
  3. 03ROI story and financial justification
  4. 04Discovery quality and framing
  5. 05Technical proof mechanisms
  6. 06CRM workflow and data utilization
  7. 07Follow-up process and AI leverage
  8. 08Objection handling strategy
  9. 09Recommended fixes and action plan
About

Automate Analyze Innovate sits at the intersection of sales engineering, consulting, development, data analytics, AI automation, APIs, dashboards, and business operations.

The focus is singular: building the assets and systems that prove technical value and close complex deals. No fluff - just credible mechanics that generate revenue.

Ready to find the revenue leaks?

Send your product, ACV, sales cycle, and where deals are getting stuck. I will tell you if a Revenue Proof Audit makes sense.