The staff-level security engineer for AI-built regulated SaaS.
Aegis isn't another scanner. It runs deterministic analyzers first, treats those findings as ground truth, and layers evidence-backed reasoning on top to build the exploit chains an attacker would actually use — then hands you mergeable fixes and immutable evidence.
Flat findings are not a security program.
Regulated teams don't drown because they have too few tools. They drown because every tool produces another undifferentiated list — and someone still has to figure out which five issues, in combination, actually get an attacker to the data.
A backlog you can't triage
- Thousands of findings ranked by generic severity
- No view of how issues combine into a real attack
- False positives that erode engineering trust
- "Recommendations" with no mergeable fix
- Reports built for a PDF, not for a pull request
Decisions, with evidence attached
- Deterministic findings as verifiable ground truth
- Findings correlated into reachable breach paths
- Reasoning that never invents unsubstantiated issues
- Code-level, mergeable remediations
- Immutable evidence for every decision and fix
Deterministic analysis first. Evidence-backed reasoning second.
Four stages, in order. Reasoning is always accountable to the stage beneath it.
Deterministic analyzers
Aegis runs deterministic analyzers across your code, infrastructure, and configuration. The findings they produce are evidence-backed and reproducible — this is ground truth, and everything downstream is anchored to it.
Evidence-backed exploit-chain reasoning
LLM reasoning operates strictly on top of deterministic findings. It correlates them into the breach paths an attacker would actually take — entry point to impact — without inventing anything the evidence doesn't support.
Mergeable remediation
For each link in the chain, Aegis produces code-level fixes — deterministic fixers and generated changes — packaged for human review and merge. Not advice: diffs.
Retest & immutable evidence
After a fix lands, Aegis retests the path to confirm it's closed and preserves the full trail — finding, reasoning, fix, and verification — as tamper-evident evidence for audit.
Engineered to be trusted inside regulated systems.
Aegis is built for environments where the security tool itself has to meet the bar.
Deterministic ground truth
The model never originates findings. Everything it reasons about is anchored to deterministic, evidence-backed analysis.
Tenant isolation
Multi-tenant boundaries are enforced throughout, so one customer's code and evidence never bleed into another's.
Immutable evidence
Findings, decisions, and fixes are preserved as a tamper-evident record purpose-built for audit and compliance.
Hostile-code sandboxing
Analyzers are designed to handle untrusted, potentially malicious code safely — containment is a first-class concern.
AWS-first posture
Built for AWS-first SaaS, with the deployment and least-privilege patterns regulated cloud teams already expect.
Accountable reasoning
Every conclusion traces back to its evidence, so security and audit teams can verify — not just trust — the output.
Five findings. One breach path.
Individually, each of these might sit in a backlog for months. Chained, they're a cross-tenant PHI exposure. Aegis surfaces the chain — and the fix that breaks it earliest.
Aegis recommends patching the file-parser RCE first — it's the earliest link that, once closed, breaks the entire chain — and ships the fix as a reviewable diff.
What each team gets from Aegis.
- Breach paths ranked by real, reachable impact
- Far less noise — evidence-backed findings only
- A defensible answer to "what do we fix first?"
- Mergeable fixes that fit the existing review flow
- No triage tax on every scanner false positive
- Retest confirms the path is actually closed
- Immutable evidence for every finding and fix
- A complete, verifiable decision trail
- Posture built for healthcare, finance, and gov
Know what gets you breached before someone else does.
Book an Aegis assessment and see your real breach paths — with mergeable fixes attached.