Sprint in action
Define scope and success metricsAM
Build data sample and baselineYK
Develop prototype workflowMS
User testing and feedbackKA
Results analysis and recommendationAU
Validation Sprint (POC)
Validate the first AI opportunity before scaling the investment.
When the audit identifies a strong AI opportunity, the Validation Sprint proves whether it should be built before you invest in full implementation.
2–4 week sprintFixed scopeGo / No-Go recommendation
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Extraction preview
- Invoice #
- INV-2024-0521
- Vendor
- ABC Trading Co.
- Date
- 18 May 2024
- Total
- SAR 24,300.00
- Status
- Ready for review
Technical summary
- Data sources
- 3
- Integrations
- 2
- Models / Tools
- OpenAI, OCR
- Infra
- SCCC / Alibaba KSA
- Effort (est.)
- Medium
- Timeline (est.)
- 2–4 weeks
Go / No-Go recommendation
GO- High potential impact
- Strong technical feasibility
- Positive user feedback
Audit
Validation Sprint
Implementation
When to use a Validation Sprint
After the audit, when one opportunity stands out but still needs proof to reduce risk and secure alignment before full implementation.
You have a high-potential opportunity but need proof before investing
Data is available, but the workflow and impact are unproven
Stakeholders need to see real results before giving the green light
You want to test user adoption and measure real impact
You want to reduce implementation risk and surprises
You need a fast, focused answer within a few weeks
How the sprint works (week-by-week)
Discover and Define
- Refine the opportunity
- Define success metrics
- Validate data sources
- Agree on scope
Outcome: Sprint plan and success criteria
Build and Prototype
- Prepare data sample
- Build prototype workflow
- Integrate required tools
- Internal testing
Outcome: Working prototype and initial results
Test and Validate
- User testing and feedback
- Measure performance against metrics
- Refine and iterate
Outcome: Validated results and user feedback
Evaluate and Decide
- Analyze impact and feasibility
- Business case validation
- Go / No-Go decision
- Implementation roadmap
Outcome: Decision report and next steps
Sprint duration
2–4weeks
Focused. Fast. Decision-ready.
- Fixed scope and timeline
- Agile and transparent progress
- Clear decision at the end
What you receive
Working prototype or demo
Impact and feasibility validation
User feedback summary
Technical assessment and effort estimate
Business case and ROI analysis
Go / No-Go recommendation
Implementation roadmap (if Go)
Proof before build
What Can Be Validated
For buyers with a specific idea, the sprint proves feasibility, adoption, value, technical fit, and Go / No-Go clarity before full implementation.
- Client-defined project
- Technical feasibility
- Data readiness
- Workflow fit
- User adoption
- Business value
- Integration path
- Governance needs
- Risk and scope
- Implementation effort
- Go / No-Go clarity
Risks it prevents
- Investing in the wrong opportunity
- Discovering data issues too late
- Building something users won’t adopt
- Unclear value or weak ROI
- Scope creep and budget overruns
- Stakeholder misalignment
How it fits after the audit
The Validation Sprint is the second step in the Ting pathway. We start with clarity, validate the opportunity, then build for impact.
Audit
Find the right opportunities
Validation Sprint
Prove the first opportunity
Implementation
Build the right system
Scale
Maximize long-term value
Suitable use cases
- Document processing and automation
- Customer service automation
- Demand forecasting and planning
- Inventory and supply chain optimization
- Sales and marketing intelligence
- Any high-impact operational use case
Frequently asked questions
What is a Validation Sprint?
Ting keeps the sprint fixed in scope, focused on evidence, and tied to a clear implementation decision.
How is a Validation Sprint different from the Audit?
Ting keeps the sprint fixed in scope, focused on evidence, and tied to a clear implementation decision.
How long does the sprint take?
Ting keeps the sprint fixed in scope, focused on evidence, and tied to a clear implementation decision.
What if the sprint result is “No-Go”?
Ting keeps the sprint fixed in scope, focused on evidence, and tied to a clear implementation decision.
Who should be involved from our side?
Ting keeps the sprint fixed in scope, focused on evidence, and tied to a clear implementation decision.
What is included in the fixed scope?
Ting keeps the sprint fixed in scope, focused on evidence, and tied to a clear implementation decision.
Do you build the full solution during the sprint?
Ting keeps the sprint fixed in scope, focused on evidence, and tied to a clear implementation decision.
What tools and technologies do you use?
Ting keeps the sprint fixed in scope, focused on evidence, and tied to a clear implementation decision.
Can the sprint be applied to any use case?
Ting keeps the sprint fixed in scope, focused on evidence, and tied to a clear implementation decision.
What happens after a successful sprint?
Ting keeps the sprint fixed in scope, focused on evidence, and tied to a clear implementation decision.
Validate first. Invest with confidence.
Start a Validation Sprint and get a clear Go / No-Go decision before committing to full implementation.