Cybersecurity as Afterthought Bolting security on as a final pre-deployment gate instead of embedding it from the outset through DevSecOps practices. Retroactive assessments find more problems, cost more to remediate, and delay deployment. Key outputs

• Pitfall: late-stage security addition
• Solution: DevSecOps from project inception