Skip to main content
POC SUCCESS WORKSHOP · For Ops & Safety Leaders

Turn “let’s test this” into measurable outcomes.

A step-by-step framework to align your team, define what matters, and make sure your intelligent detection  project delivers real operational and safety value.

Most POCs fail for one reason: no clear definition of success.
Get Started → See Industry Examples

 

Trusted by ops & safety leaders across warehousing, healthcare, oil & gas, manufacturing, and construction.

7-Step Framework For a Risk-free POC

Work through each step with your team before you sign a pilot agreement. This is the conversation that separates successful deployments from expensive science projects.

1

Define the problem clearly

What operational or safety issue are you trying to improve?

  • What’s happening today?
  • How often does it occur?
  • What is the impact (risk, cost, delays, compliance)?
Example: “Forklift and pedestrian near-misses in high-traffic zones during peak shifts.”
2

Identify the moments that matter

Where should the system focus?

  • Specific locations (zones, rooms, lines)
  • Specific behaviors or conditions
  • Specific times (shift changes, overnight, peak hours)
Example: “Dock doors 3–7 during morning loading (6–10 AM).”
3

Define success metrics (be specific)

What does “working” actually mean? Choose 2–4 measurable outcomes:

  • Detection accuracy (%)
  • Reduction in incidents (%)
  • Response time improvement
  • Reduction in manual checks
  • Increased compliance visibility
Example: Detect 90%+ of unsafe proximity events · Reduce manual monitoring by 50% · Alert within 60 seconds.
4

Establish a baseline

What is your current state?

  • How are issues identified today?
  • How long does it take to respond?
  • What’s being missed?
Example: “Incidents identified via manual review hours or days later.”
5

Define the workflow after detection

What should happen when something is detected?

  • Who gets notified?
  • What action should be taken?
  • What does resolution look like?
Example: “Supervisor receives alert → verifies → corrects behavior within 5 minutes.”
6

Set a realistic timeline

POCs are not long-term deployments — they’re focused tests.

  • Typical duration: 2–6 weeks
  • What should be proven by the end?
Example: “Validate detection accuracy and operational impact within 30 days.”
7

Define what happens next

If the POC is successful:

  • Where do you scale next?
  • What budget or approval is needed?
  • Who owns the rollout?
Why this matters: A POC without a path to production is a demo. Answering this upfront protects the investment.

POC Success Checklist

Before you start, confirm every box is checked. If even one is missing, the pilot is at risk.

✓Clear problem defined
✓Specific use cases identified
✓Measurable success criteria agreed
✓Baseline understood
✓Action workflow defined
✓Stakeholders aligned
Industry-Specific Variations

The framework, tailored to your environment

Every environment has different risk profiles, compliance drivers, and operational rhythms. Select your industry to see suggested POC goals and example definitions.

Warehouse & Logistics POC Goal Setter

Reduce risk. Improve flow. Eliminate blind spots.

Focus Areas to Consider

  • Forklift + pedestrian interactions
  • Dock congestion and unsafe loading
  • Blocked aisles or fire exits
  • Unauthorized zone access
  • PPE compliance

Suggested POC Goals

Operational EfficiencyReduce congestion events by X% · Improve dock turnaround time · Identify bottlenecks in real time
SafetyDetect near-misses with >90% accuracy · Reduce unsafe interactions by X% · Improve incident response time
VisibilityReplace manual checks with automated monitoring · Provide real-time alerts vs. delayed reporting
Example POC Definition“Monitor forklift/pedestrian interactions in Dock Area A during peak hours to reduce near-misses and improve response time.”

How to use this with your team

The worksheet works before, during, and after your first conversation with a vendor or internal stakeholder.

1

Establish your goals

Share it during our first call. It primes a sharper, more honest conversation, and surfaces any internal misalignment early.

2

Align on the call

Work through it together with your Rainscales expert.  Collaborative, not pitchy. You’ll learn more in 30 minutes than in three vendor demos.

3

Turn answers into an ROI narrative

The completed workshop becomes the basis of a POC proposal with clear success criteria, baseline, and path to scale.

Get started

Define success before you start the pilot.

Kick off your risk-free POC that includes industry goal templates designed to align with your industry.

Start My Risk-Free Proof-of-Concept

Enter your details and we’ll email it to you immediately.

Prefer a live walk-through? Book a 20-minute session with Rainscales →