About GoSentrix
We are building the verification layer for consequential software delivery.
GoSentrix determines whether critical remediation satisfies customer-defined policy before consequential software ships—and preserves the basis for every qualified release decision.
Why this problem, and why now
Organizations that ship consequential software must prove that release decisions were sound. The evidence for those decisions is usually scattered across scanners, ticketing systems, chat threads, and CI logs. Reconstructing it after the fact is slow and often impossible.
GoSentrix exists to make the basis for release decisions explicit, reproducible, and defensible — by qualifying evidence against versioned policy and preserving the reasoning behind every explicit outcome.
The rules we hold ourselves to.
GoSentrix never claims authority it cannot evidence.
GoSentrix never produces a consequential decision that cannot be reviewed.
GoSentrix never collapses evidence level, proof quality, and confidence into a single score.
GoSentrix never silently downgrades its own authority.
GoSentrix never accepts suppression as disproval.
GoSentrix never enforces on probabilistic evidence alone.
GoSentrix never claims field-proven status without a linked customer field event.
GoSentrix never disparages the tools whose signals it adjudicates.
These are not aspirations. They are the rules our product enforces on findings, and the rules we enforce on ourselves.
Controlled pilot
Controlled pilot: reducing release review from manual assertion to artifact-backed verification
A controlled pilot with anonymized participants tested whether release-evidence verification could replace manual review assertion with qualified, policy-bound evidence.
Starting condition
Release reviews relied on manual assertion: developers marked tickets closed, reviewers scanned checklists, and approvers relied on verbal assurance. Evidence was scattered across scanners, CI logs, ticketing systems, and chat threads.
What GoSentrix verified
Whether the evidence behind each release decision satisfied the customer’s versioned policy. We qualified scanner output, reviewer attestations, and AI-generated change records; flagged approvals unsupported by evidence; and preserved the reasoning for each verdict.
Artifacts produced
Policy-bound decision records, qualified evidence bundles, and explicit escalation notices for insufficient proof. Each record links the release candidate to the evidence evaluated and the policy version active at the time.
Time saved / manual review reduced
Reviewers spent less time reconstructing what had been checked. Instead of chasing evidence across systems, they reviewed a single, qualified evidence summary and the policy evaluation that followed.
Decision enabled
Proceed, stop, escalate, or require authorization — with a recorded basis. Teams could release with confidence when evidence satisfied policy, and escalate transparently when it did not.
Regulatory / security relevance
The preserved decision record supports audit requests, post-incident review, and regulated-release documentation. It shows what was known, what policy applied, and why the outcome followed.
What we do not claim
- Guaranteed incident prevention or risk reduction.
- Field-proven enforcement authority in every customer environment.
- That artifact-backed verification replaces human judgment.
- Customer outcomes; the pilot measures whether verification can reduce reliance on manual assertion, not whether it prevents breaches.
Read the full doctrine on what we will and will not claim.
Founder
GoSentrix was founded by Swapnil Deshmukh, an application-security operator with 17 years of experience, including a decade at Visa.
- Former Senior Director at Visa
- Co-author of Hacking Exposed Mobile
- Author of The Definitive Guide to Application Security Posture Management
Evidence can be uncertain. Policy evaluation must be reproducible—and insufficient evidence must be escalated.
We do not claim authority we cannot evidence. That is the company. That is the product. That is the same standard.