Release confidence for network & security platforms
SnT AutoTool is an AI-powered TestOps platform that helps enterprise teams discover product capabilities, plan validation coverage, generate structured tests, and deliver audit-ready evidence — across the full product lifecycle.
From capability discovery to audit-ready evidence — SnT AutoTool gives enterprise QA teams a clear, repeatable workflow with human-in-the-loop control at every stage.
AI-powered · Capability-driven · Enterprise-ready
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Discover & define
Map product capabilities and release goals. Input requirements and let the platform surface what your network or security platform actually supports.
Unlike generic AI tools, SnT AutoTool is built around structured product knowledge and real QA methodology — so generated tests create value, not rework.
Capability-driven test synthesis from product intelligence
Human-in-the-loop review before generation and execution
Topology-aware validation across lab and production environments
Audit trails and exportable evidence for compliance stakeholders
Test portfolio
firewall.intrusion_preventionPASS
sase.zero_trust_accessPASS
routing.ospf_convergenceRUN
vpn.ipsec_rekeyPLAN
One workspace for the full TestOps lifecycle
Plan coverage, model environments, run validation from distributed agents, and report release readiness — without switching between spreadsheets, scripts, and siloed tools.
Central repository for test portfolios and execution history
Real-time pass/fail visibility across releases and environments
Agent-driven execution with centralized orchestration
CSV, JSON, and report exports for engineering and compliance
Release dashboard
Release v4.2 — regression suite96%
Environment validationREADY
Evidence packageEXPORTED
Stakeholder reportLIVE
Everything your QA team needs
Explore the platform capabilities that power enterprise network and security validation.
Product & capability intelligence
Structured knowledge for firewalls, SSE/SASE, routing, switching, VPN, and endpoint security — so tests align to what platforms actually support.
Deep capability graphs per vendor and product line
Feature-to-test traceability from day one
Capabilities
NGFW · App-ID policiesMAP
SSE · SWG filteringMAP
BGP · Route reflectorMAP
Test planning & portfolio generation
Build comprehensive test portfolios aligned to releases, compliance requirements, and topology context — with full control over what gets generated.
AI-suggested suites you review and refine
Coverage gaps surfaced before execution
Test plan
Milestone: Q2 releaseDRAFT
Coverage target87%
Pending review12 tests
Agent execution & validation
Run structured validation from distributed execution agents with centralized control, live status, and results that stay in the workspace.
Topology-aware execution across lab environments
Inline pass/fail results and execution logs
Agent run
ssh.connectivity_checkPASS
policy.hit_countPASS
route.convergenceRUN
Observability & audit-ready reporting
Track trends, prove release readiness, and export evidence packages for engineering leads, product owners, and compliance reviewers.
Release readiness dashboards and trend views
Exportable audit trails and evidence packages
Evidence
audit_report.jsonREADY
results_export.csvREADY
release_summary.pdfGEN
The structured workflow from capability discovery to evidence export gives our team confidence that nothing ships without proper validation coverage.
Enterprise QA LeadNetwork security vendor
Having test planning, execution, and reporting in one platform eliminated the rework cycle we used to fight with spreadsheets and ad-hoc scripts.
Senior Test ArchitectSecurity integrator
Validated in enterprise trials
Multi-tenant production trials across network vendors and integrators — each company keeps its own curated style, topology context, and assurance verdicts.
Network appliance vendor
Curated style → generated portfolio
Uploaded reachability templates taught the generator to use Verify titles and evidence-capture language across the full semantic suite.
41 generated tests aligned to company writing style
Manual curated examples drove Validate phrasing and audit-log evidence requirements for firewall and compliance scenarios.
Company style learned on every new generation
Topology-aware tests for multi-hop lab layouts
Export-ready steps and expected results
SSE / CASB platform
Policy-block and access validation
Curated secure-access templates shaped Confirm-style titles and CASB policy validation patterns for generated tests.
Negative tests verified for intended failure reason
Wrong failure type flagged — not auto-passed
Per-test assurance status on execution save
Frequently asked questions
What is SnT AutoTool?
SnT AutoTool is an enterprise AI TestOps platform for network and security QA. It combines structured product intelligence (DKC), real lab topologies, topology-aware test generation, private-lab execution, and audit-ready evidence.
How is SnT AutoTool different from generic test automation?
Unlike generic script-only tools, SnT AutoTool combines vendor-specific product intelligence with the customer's actual lab topology and company-curated test style. AI Test Assurance verifies that failures occur for the intended reason instead of treating every failure as a pass.
Which network and security vendors does SnT AutoTool support?
SnT AutoTool supports Fortinet, Netgear, Netskope, Palo Alto, Cisco, Juniper, Cloudflare Zero Trust, and additional platforms. New products can be onboarded through AI discovery from vendor documentation.
Can SnT AutoTool run tests in a private lab?
Yes. A lightweight distributed execution agent runs connectivity, SSH, traceroute, and vendor CLI checks inside or near the customer's lab. The platform orchestrates tests and centrally captures results and evidence.
Ready to modernize your network QA?
Join enterprise teams using SnT AutoTool to ship network and security products with structured validation and release confidence.
Sign in
Sign in to continue to SnT AutoTool.
Required when the same username exists in more than one company (e.g. anmol at Netgear vs HCL).
Welcome to SnT AutoTool.
Discover network and security platforms with AI-powered product intelligence, infer real-world capabilities, build DKC-backed planning, and generate enterprise-grade structured test suites with conflict-aware validation.
Search for a vendor, platform, or security product to begin.
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⚠Conflict intelligence: clean
Ready devices
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Scope generation from smoke through full coverage.
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Focus features
Use inferred features as the selection layer.
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Generate structured test cases
Output + capability summary
Test matrix & audit export (advanced)
Test matrix
Coverage by type, feature, and priority — exportable for audit review.
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Capability Summary
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