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Rivac AI Labs
Sales & Revenue Operations

Sales Engineer

Technical buyers don't get won on a slide deck, they get won or lost in the demo and the proof-of-concept, where a vague scope or a demo that doesn't match their environment kills momentum fast. This service builds tailored technical demos mapped to a specific prospect's stack and use case, scopes proof-of-concepts with success criteria both sides agree to upfront, and arms your reps with competitive battlecards that hold up against a technical evaluator's hard questions. It's for teams whose deals are getting stuck in technical validation or losing to a competitor's better-run POC. The result is a repeatable pre-sales technical motion, not a demo built the night before the call.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Diagnose recent lost or stalled technical evaluations to find where demos or POC scopes broke down.

  2. 2

    Pilot a rebuilt demo flow and POC-scoping template on the next live opportunity to test it under real conditions.

  3. 3

    Review the pilot's outcome with the sales and technical team and refine the demo script and success criteria.

  4. 4

    Roll out the standardized demo and POC process team-wide and operate ongoing battlecard updates as competitors change.

What You Get

Deliverables from this engagement

  • Tailored technical demo scripts and environments
  • POC scoping template with agreed success criteria
  • Competitive battlecards for each key competitor
  • Documented technical-win playbook for the pre-sales team

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Manual Demo Prep

  • Prospect Stack Notes Gathered
  • Shared Sandbox Environment
  • Demo Script Drafted

POC Scoping

  • POC Scope Document Template
  • Success Criteria Agreed With Prospect
  • Timeline Set Manually

Basic Battlecard

  • Spreadsheet Competitive Notes
  • Key Differentiators Listed
  • Objection Responses Drafted

Demo Delivery

  • Live Demo Delivered
  • POC Executed and Monitored
  • Results Reviewed With Prospect

Cloud-Native / Managed Services Architecture

Managed Demo Environment

  • Consensus or Reprise Demo Platform
  • Pre-Built Environment Templates
  • Prospect Stack Configuration Data

Cloud Demo Delivery

  • Personalized Demo Instance
  • Interactive Demo Recording
  • Engagement Analytics

Cloud POC Tracking

  • POC Tracker Tool
  • Success Criteria Checklist
  • Milestone Status Updates

CRM-Linked Battlecards

  • Battlecard Repository
  • Auto-Linked to Opportunity Record
  • Win Loss Notes Captured

Event-Driven & Automation-First Architecture

Triggers

  • Demo Request Submitted
  • POC Kickoff Event
  • Milestone Due Date Reached

Automated Provisioning

  • Sandbox Auto-Provisioned
  • Environment Configured to Prospect Stack
  • Access Credentials Auto-Issued

Milestone Automation

  • POC Milestone Webhook
  • CRM Opportunity Auto-Updated
  • Success Criteria Auto-Checked

Escalation on Risk

  • Missed Milestone Alert
  • Sales Engineer Notified
  • Recovery Plan Triggered

Enterprise-Grade & Compliance-Ready Architecture

Security Review

  • Data Security Review for Environment Access
  • Customer Data Handling Policy
  • Sandbox Isolation Requirement

POC Governance

  • Success Criteria Sign-Off
  • Scope Change Approval Process
  • Executive Sponsor Review

Audit Trail

  • POC Scope Change Log
  • Access Log for Demo Environments
  • Quarterly Security Audit

Redundant Infrastructure

  • Redundant Demo Infrastructure
  • Backup Sales Engineer Assigned
  • Disaster Recovery Runbook

AI-Augmented, Human-in-the-Loop Architecture

Prospect Technical Data

  • Prospect Tech Stack Signals
  • Use Case Notes From Discovery
  • Past Winning Demo Patterns

AI Demo Configuration Engine

  • AI Selects Relevant Demo Modules
  • AI Drafts Tailored Demo Script
  • AI Proposes POC Success Criteria

Human Approval Checkpoint

  • Sales Engineer Reviews Demo Script
  • Approve Demo Flow
  • Engineer Adjusts Script and Environment

Customer-Facing Delivery

  • Approved Demo Delivered to Prospect
  • Prospect Feedback Logged
  • Demo Model Refined From Outcomes

Integration-Heavy / Ecosystem-Connected Architecture

Prospect Environment

  • Prospect API Sandbox
  • Prospect Data Sources
  • Prospect Identity Provider

Integration Connectors

  • API Sandbox Connector
  • Data Sample Connector
  • SSO Test Connector

Sales Engineering Control Plane

  • Demo Environment Configurator
  • POC Issue Tracker
  • Success Criteria Validator

Sync to Internal and Client Tools

  • Opportunity Updated in CRM
  • Issues Synced to Ticketing System
  • Status Posted to Slack

More in Sales & Revenue Operations

  • Proposal Strategist

    RFP response and win-theme development for proposals that persuade, not just comply.

  • Pipeline Analyst

    Forecasting, pipeline-health analysis, and deal-velocity reporting for revenue operations.

  • Account Strategist

    Land-and-expand account planning, QBRs, and stakeholder mapping for post-sale growth.

  • Sales Coach

    Structured rep development, call coaching, and pipeline-review facilitation.

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Sales Engineer

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call