Use Case · Cloud Security Posture

CSPM That Knows Your Code.

Misconfig reachability, not CSPM noise. Safeguard pairs AWS / Azure / GCP configuration scanning with the call graph from your repos so the open S3 bucket flagged at 03:00 is the one your code actually writes customer data to — not the test fixture from 2019.

3
Hyperscalers Scanned (AWS · Azure · GCP)
84%
Findings De-Prioritised After Reachability
<6 min
Config → Code Correlation
1.2k+
Misconfig Rules Out Of The Box

CSPM Without Code Context Is A Noise Generator.

A typical hyperscaler scan returns 14,000 findings on day one. Three of them matter. The platform's job is to tell you which three — by tying every cloud resource back to the code that actually touches it.

A bucket marked public-read is a critical if a request handler writes PII into it; it's a Friday-afternoon cleanup if no shipped code references it. Pure CSPM cannot tell those two apart.

The legacy answer was to tune severity by hand. The right answer is reachability — the same model the platform uses on package vulnerabilities, applied to IaC, Terraform plans, and cloud-API references in your repos.

01

Severity-Only Triage Is Saturated

Every cloud resource that fails a CIS check returns as high. Security teams stop reading after the first 200. Real exposures sit beside dead test environments in the same queue.

02

Cloud State And Code State Drift

IaC repos describe one world; the live console describes another. Without continuous reconciliation the two diverge within days and the audit trail becomes fiction.

03

No Function-Level Provenance

The CSPM says the role has s3:* on the bucket. It doesn&apos;t say which deployed handler actually uses that role under load, which means least-privilege reviews stall.

04

Multi-Account Sprawl Hides Blast Radius

Twenty-three accounts across three clouds, each with its own VPC peering. Pure config scanners cannot trace the path from a public ALB to the database in account 17.

What It Does

Cloud Config, Joined To Reachable Code.

Hyperscaler Inventory

Read-only roles on AWS, Azure, and GCP enumerate every account, region, VPC, role, bucket, queue, and managed service the org owns. Inventory refreshes every 15 minutes.

Code-Graph Correlation

The Safeguard scanner-suite reads Terraform / Pulumi / CDK plans, traces SDK references in shipped code, and links each cloud resource to the deployed functions that touch it.

Reachability-Weighted Findings

The Eagle ranking model sorts the misconfiguration queue by whether a public entry point can actually reach the exposed resource — collapsing the typical CSPM backlog by 80%+.

IaC Drift And Fix PRs

When live state diverges from IaC, the platform opens a PR to reconcile — fix in source, not in console — and runs the change through the existing CI policy gate.

The Pipeline

From Console Read To Ranked Finding.

01
Inventory pull

Read-only roles enumerate every resource across the three hyperscalers; inventory diffed every 15 min and persisted with timestamps.

02
Rule evaluation

1,200+ CIS / NIST / SOC 2 / DPDP-grade rules evaluated against the inventory snapshot; raw findings tagged with rule provenance.

03
Code-graph join

The Safeguard scanner-suite cross-references each finding against the customer&apos;s tenant SBOM, IaC tree, and call graph; resources with no referencing code are de-rated.

04
Eagle reachability ranking

The Eagle model ranks the surviving findings by whether a public ingress can plausibly reach them under the deployed routing topology.

05
Griffin remediation

For top-ranked findings, Griffin drafts a Terraform / Pulumi / ARM patch with version-pinned compatibility notes and opens a PR in the source repo.

06
Closed-loop verification

After merge, the next inventory pull confirms the live state matches IaC; the signed evidence record lands in the audit trail.

What Changes In Week Two.

Backlog Compresses

~14k raw findings collapse to ~150 reachable ones
Severity reflects exploit path, not rule weight
Triage hours shift from sorting to fixing

Cross-Account Blast Radius Visible

Peering paths traced end to end
Public ingress → private data hops mapped
Account-boundary risk surfaces in the diff

IaC Becomes The Source Of Truth

Console drift opens a PR, not a ticket
Every fix is reviewable in Git
Audit log is the merge history

See scanner-suite for the IaC + cloud parsers, SCA for the code graph join, and comply-with-global-regulations for the rule packs.

Stop Triaging Paper Findings.

Connect a read-only role on a single account and see the reachable subset of your CSPM backlog in under an hour.