Built fast with AI? Make sure it doesn't break in production.

Enterprise readiness
for modern software.

StackGuard validates whether your software is truly enterprise-ready — not just working.

— Validate · Secure · Scale —
/ BACKED BY AVONET
Avonet
ENTERPRISE SOFTWARE STUDIO
100+
Enterprise software products delivered
15+ yrs
Building production systems
Same team
Reviewing your code

StackGuard is the work of Avonet — the team that has shipped over a hundred enterprise software products. The same engineers running your assessment have spent careers building, scaling, and hardening systems for tier-1 buyers. avonet.com.au →

/ WHAT YOU GET

Four outputs. Zero ambiguity about what to fix, in what order.

OUTPUT 01

Enterprise Readiness Score

A single 0–100 number, broken down across six dimensions. No subjective grades, no opinion gaps.

  • Six-dimension breakdown: Security, Architecture, Scalability, Code Quality, DevOps, Compliance
  • Weighted scoring tied to enterprise procurement criteria
  • Status verdicts: Ready · Needs Hardening · Not Ready
  • Score deltas across re-audits, so you can show progress
READINESS / 100NEEDS HARDENING
62/ 100
Security
78
Architecture
54
Scalability
41
Code Quality
67
DevOps
59
Compliance
72
OUTPUT 02

Real Load & Stress Testing

We don't guess your scale ceiling — we hit your system with real traffic and measure where it breaks.

  • Synthetic load generated with k6 and Locust, ramped 0 → target
  • p50 / p95 / p99 latency, error rate, and saturation curves
  • Exact concurrent-user breaking point, with the failing component named
  • Database, queue, and external-API bottleneck isolation
p95 LATENCY · 0–2000 USERSBREAK @ 247
05001k1.5k2k users
FAIL @ 247 concurrent users · DB connection pool
WARN @ 180 users · p95 > 2.5s
OUTPUT 03

Architecture Validation

A senior tech lead reviews your system design — not a tool, not a checklist. The kind of review you'd get from a Principal Engineer at a tier-1 buyer.

  • Coupling, cohesion, and boundary review (services, modules, data layer)
  • Failure-mode analysis: what happens when X dies?
  • Scalability ceiling per component, not just the whole system
  • Written architecture diagram with risk callouts
SYSTEM TOPOLOGY · RISK MAP
WebMobileAPIAuthPostgresStripeBackground?
RISK Postgres = single point of failure
GAP No background job processor
OUTPUT 04

Actionable Remediation Plan

Every finding ships with effort, business impact, and order. You leave with a backlog you can hand to engineering on Monday.

  • Severity × effort matrix, prioritised by business risk
  • Per-issue: estimated dev-days, dependencies, and proof-of-fix
  • Quick-wins and structural fixes split into separate tracks
  • Investor / buyer-readable summary, separate from the engineering version
REMEDIATION BACKLOG5 items · ~19d
P0Add API rate limiting2dHigh
P0Connection pool tuning1dHigh
P1Introduce job queue5dHigh
P1Decouple UI ↔ business logic8dMed
P2SOC 2 logging baseline3dMed
/ METHODOLOGY

Four layers of analysis. Industry-standard tools. Senior-engineer judgment.

We don't reinvent the security or scalability wheel. We combine the tools your buyer's security team already trusts, against the standards their procurement gate already uses, with a senior tech lead doing the judgment calls a tool can't.

LAYER 01

Static analysis & dependency scanning

Custom Semgrep rule packs catch AI-generated patterns: hallucinated imports, copy-pasted-but-mutated code, missing error paths, unsafe defaults. We dedupe and triage every finding before you see it.

TOOLS
SonarQubeQualysESLintCodeRabbit
STANDARDS
OWASP Top 10
LAYER 02

Load, stress, and soak testing

Scripted ramps from 0 to 2× expected peak, with a soak phase to surface memory leaks and slow-burn degradation. We isolate bottlenecks across DB, queue, and external APIs — and tell you exactly which subsystem fails first.

TOOLS
JMeterLightHouse
STANDARDS
SRE SLI/SLO
LAYER 03

Architecture & failure-mode review

A senior engineer reads the system the way a Principal Engineer at your buyer would. Coupling, boundaries, data flow, recovery paths. We document the architecture as we find it, not as the README claims.

TOOLS
Senior tech-leadADR auditPre-mortem
STANDARDS
AWS Well-Arch.STRIDE
LAYER 04

DevOps, infra & compliance baseline

IaC, container, and CI/CD review. We map your current posture against SOC 2 and CIS baselines so you know exactly what blocks an enterprise procurement gate — and what doesn't.

TOOLS
CheckovTrivy
STANDARDS
SOC 2CIS
/ WHO IT'S FOR

Four moments where “it works on staging” stops being good enough.

STARTUPS

AI-native startups shipping their first enterprise deal

You won a Fortune-500 pilot. Their security team wants a written architecture review and a load-test report. You need it in a week, and you can't fail the procurement gate.

Series A–BCursor / Copilot stackPre-SOC 2
7 daystypical procurement window
ENTERPRISES

Enterprises shipping rapid AI builds

An internal team built a customer-facing app in 6 weeks with AI tooling. Legal, security, and platform engineering each want different answers. You need one report that satisfies all three.

Innovation teamInternal AI platformsPre-launch
6 weeksAI-built, not yet pressure-tested
CTOs

CTOs preparing for the next 10×

Traffic is doubling every quarter. You suspect the system breaks somewhere between 200 and 1,000 users, and your team disagrees on where. You want a number, not opinions.

Series B–CScaling phasePre-load-event
247concurrent users — typical first ceiling
INVESTORS

Investors and acquirers doing technical DD

You have a term sheet on the table. The codebase is heavily AI-generated, the founders say it scales, and your in-house technical advisor doesn't have a week to read it. You need an independent verdict.

Pre-Series A → CAcquisition DDIndependent third party
Independentengineer-led DD verdict
/ WHY STACKGUARD™

Other tools tell you the code looks fine. We tell you whether it ships.

Real load & stress testing
Senior tech-lead architecture review
AI-aware code analysis
Independent — credible to buyers/investors
Prioritised remediation plan with effort estimates
Investor / procurement-ready written report
Tells you exactly where the system breaks
BACKED BY
Avonet
100+ enterprise software products delivered for clients — by the same team running your StackGuard™ assessment.
We've shipped what we audit. The reviewers reading your codebase have built and operated production systems at the scale your buyers expect.
100+ enterprise products shipped
10+ yrs avg. reviewer experience
Production systems, not slideware
/ SECURITY & CONFIDENTIALITY

We handle your code like your buyer's security team will.

The whole point of StackGuard is that your code can stand up to enterprise scrutiny. That standard applies to us, too. NDA-first, read-only, no production access, encrypted everything, deletion on request. The same controls your enterprise buyers will ask for.

NDA-first, always

Mutual NDA + scope-of-work signed before any access is granted. Your code, findings, and report are confidential by default — we don't use them as case studies without explicit written consent.

Read-only access by default

GitHub App with read-only permissions, or one-time encrypted ZIP upload. We don't need write access, deploy keys, or production credentials to deliver the assessment.

No production access required

Load and stress testing run against a staging environment we provision together. We never touch production data, customers, or live infrastructure unless you explicitly request it.

No secrets, ever — and we check

gitleaks runs across full git history during scan. Anything sensitive is flagged, not stored. Reviewer access is scoped, audited, and revoked the day the report is delivered.

Encrypted at rest and in transit

All artifacts (code, scan output, reports) are encrypted at rest with AES-256 and in transit with TLS 1.3. Stored in private, region-restricted infrastructure on managed cloud providers.

Deletion on request, retention by default

We retain artifacts for 90 days by default to support re-audit credit and follow-up questions, then delete. You can request immediate deletion at any time and we confirm in writing.

Want our security one-pager, sub-processor list, or a custom DPA?$ request --security-pack →
/ PRICING

Three depths.

Pick the depth that fits the moment. Flat fee, no surprises.

Lite Assessment
Audit + Score
$3,000

A clear readiness score and a written audit. For teams who want a credible baseline before they go further.

MOST CHOSEN
Pro Assessment
Audit + Load Testing + Score
$5,000

Everything in Lite, plus real load and stress testing to find the exact breaking point.

Due Diligence
Investor-grade Deep Review + Score
$10,000

Architecture deep-dive, full report, and walkthrough — built for investors, acquirers, and procurement gates.

WHAT'S INCLUDED
Lite Assessment
Pro Assessment
Due Diligence
CORE DELIVERABLES
0–100 Enterprise Readiness Score
Six-dimension breakdown
Written engineering report (PDF)
Investor / buyer-readable summary
Remediation backlog (CSV)
Top 10
Full
Full + roadmap
CODE & ARCHITECTURE ANALYSIS
AI-aware static analysis (SAST)
Dependency & secrets scan
Code-quality hotspot review
Architecture summary
Architecture deep-dive (failure-mode review)
Light
Full
Annotated architecture diagram
PERFORMANCE TESTING
Soak testing (sustained load)
Bottleneck attribution per subsystem
Custom traffic-pattern modelling
SENIOR TECH-LEAD REVIEW
Tech-lead audit hours
4h
8h
20h+
1:1 walkthrough call
30 min
60 min
90 min + follow-up
Async questions for 30 days post-delivery
COMPLIANCE & ENTERPRISE READINESS
SOC 2 / CIS baseline mapping
Summary
Detailed
Detailed + roadmap
Investor-ready exec summary
/ GET YOUR ASSESSMENT

Find out where
your system breaks.

Tell us about your stack. We'll send a scoped proposal and a clear plan for your readiness report.

  • NDA + scope-of-work signed before any access
  • Read-only repo access, no production credentials
  • Senior tech-lead reviewing — not a junior, not a tool
request --assessment● ready

We'll reply with a scoped proposal and clear next steps. NDA before any code access.