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AppTrana Asset, AI and API Discovery

Discover every blind spot. Protect what matters.

Attackers now use AI to scan, map, and probe internet-facing apps, APIs, services, and AI infrastructure faster than manual recon ever could. AppTrana maps that same surface continuously and routes it into protection workflows.

One capability in the AppTrana WAAP platform, which also covers WAF, API security, AI workload protection, and autonomous vulnerability remediation.

4.9 on Gartner Peer Insights 300+ verified reviews
Asset discovery benefits

What AppTrana discovers before attackers exploit it.

Complete external inventory

Track domains, subdomains, IPs, web apps, APIs, and exposed services in one continuously updated view.

Shadow API discovery

Find undocumented, forgotten, and zombie APIs before they become unmanaged entry points.

Exposed AI stack detection

Identify public AI services like Ollama, AI endpoints, open ports, hosted models, versions, and weak access controls.

Autonomous WAF protection for business-critical web applications.

WAF outcomes

<5 Min
Typical deployment through a DNS change
100%
Block-mode deployment with managed false-positive monitoring
<7 Days
Clean vulnerability report through SwyftComply remediation
6,500+
Customers protected across 95+ countries
Asset Discovery Capabilities

Find web, API, and AI exposure. Every exposed surface mapped.

Go from exposed asset to active defense with live inventory, risk context, and one-click onboarding into AppTrana scanning and WAAP protection.

API & AI Endpoint Discovery

Find APIs and AI endpoints your inventory missed

HOW APPTRANA DISCOVERS YOUR APIs 847 APIs discovered across your estate 23 Shadow / Zombie unknown until now 8 High-risk exposed PII · PCI · PHI LIVE INVENTORY POST /v2/users/{id} DOCUMENTED GET /internal/v1/export SHADOW · PII DELETE /admin/legacy-v1 ZOMBIE YOUR API ESTATE Schema learned · Positive security · Zero spec uploads Protected
AI Stack Discovery

Spot exposed AI services before they leak

AI Server Detection
Fingerprint · classify · route to protection
0AI services found
0Publicly reachable
0No auth detected
dev-ai.acme.com
GPU VM · model server signals
AI service
34.118.22.10:11434
Ollama default ports
Public
ai-gateway.acme.com:443
Reverse proxy to model endpoint
Gateway
lab-models.acme.com
Weak access control signal
Review
Ollama open ports detectedService fingerprint found on public host
11434
Model endpoint exposedInference route appears externally reachable
Public
Version indicator foundService metadata visible during fingerprinting
0.1.x
Authentication posture weakNo strong auth signal detected on test path
Review
0 publicly reachableExternal exposure confirmed
0 weak / no authAccess posture needs review
0 pending onboardingReady for AppTrana protection
Exposed AI service found. Ready for AppTrana AI Shield and WAAP protection.
External Asset Inventory

Build a live inventory of everything exposed

External Asset Inventory
Discover · classify · track · onboard
Asset discovery in progress
0Assets mapped
0New exposure
0AppTrana protected
www.acme.com
Web app · CDN edge detected
Protected
admin.acme.com
Admin surface · public route
New exposure
legacy-payments.acme.com
Legacy host · not protected yet
Pending onboarding
34.118.22.10:8443
Public service · TLS exposed
Service
0Domains
0Subdomains
0IPs / services
0Protected
Inventory updated

27 new exposures found

New and unprotected assets are ready for onboarding.
Live inventory updated. New and unprotected assets are ready for AppTrana scanning and protection.
One-Click Onboarding

Move exposed assets into protection in one click

One-Click Asset Onboarding
Discovery · scan · protect
Discovered Asset
Onboard legacy-payments
1
2
3
Select assetChoose workflowConfirm
Discovered Host
Workflow
Scan + WAAP Protection
Onboarding time · 0:07
Workflow · Active
Asset moved to AppTrana
No CSV export. No handoff gap.
Assets Onboarded
0
Requests Routed
0
Discovery
AppTrana Edge
Protection
Discovery to defense. Newly found assets move into scanning and WAAP protection without switching tools.
Audit-Ready Inventory

Export the inventory auditors ask for

Asset Inventory Export
Audit period: Jun 01-23, 2026 · Generated by AppTrana
Ready
186Assets discovered
143Protected
27Pending onboarding
16New this period
Asset
Type
Exposure
Status
www.acme.com
Web app
Public
Protected
staging-api.acme.com
API
Public
Pending onboarding
34.118.22.10:11434
AI service
Public
Review required
legacy-payments.acme.com
Web app
Public
Pending onboarding
Client-Side Protection

Browser-side risk caught before data leaves

Browser script enforcement
Protected
checkout.example.com Trusted scripts payment.js analytics.js tag-manager.js checkout.js Malicious scripts skimmer.js unknown.js AppTrana CSP example.com
Trusted scripts execute Malicious scripts blocked
24x7 Managed Services

Policies stay current as your app evolves

AppTrana policy operations
24x7
False-positive watchClean
Traffic anomaly detectedReview
App-specific policy deployedLive
Block mode onboardingCompleted
Discovery to Protection Workflow

Map every exposed surface. Move it into protection.

Newly discovered web assets, APIs, services, and AI endpoints move into AppTrana protection workflows from one platform.

1

Discover

Map public domains, subdomains, IPs, APIs, services, and exposed AI infrastructure.

2

Classify

Separate protected assets, new exposure, shadow APIs, public services, and AI endpoints.

3

Validate

Confirm reachable exposure and identify assets that need scanning, review, or protection.

4

Onboard

Move priority assets into AppTrana scanning and WAAP protection from the same platform.

5

Report

Keep audit inventory current with exposure, protection status, and onboarding progress.

One inventory. Multiple protection paths.

Discovery feeds the same AppTrana platform used for scanning, WAAP policy, API security, bot defense, DDoS protection, and AI Shield.

Route assets to the right workflow

Security teams can act on what changed instead of manually reconciling inventory across tools.

AI DAST WAF API security DDoS Bot defense AI Shield
Asset Discovery Use Cases

See what slipped through. Secure what matters next.

AppTrana Asset Discovery helps security teams find what has drifted outside protection, then route it into the right protection workflow.

Forgotten Assets

Find public apps teams stopped tracking

Surface old subdomains, staging hosts, admin portals, and public services that still resolve externally but are not covered by current protection.

Reduce protection gaps
Shadow APIs

Bring unknown APIs into view

Identify undocumented, forgotten, and zombie APIs so they can move into API discovery, scanning, and positive security workflows.

API inventory stays current
AI Exposure

Detect exposed AI and model services

Spot public AI infrastructure such as Ollama, model endpoints, open ports, versions, and weak access posture before they become an abuse path.

AI stack visibility
Audit Inventory

Show what is exposed and protected

Maintain a current inventory of discovered assets, exposure, onboarding status, and protection coverage for reviews, audits, and board reporting.

Evidence-ready exports

The analysts agree. So do the buyers.

Verified buyers on Gartner Peer Insights highlight the same outcomes: complete asset visibility, discovery to protection, and confidence in their attack surface posture.

4.9
★★★★★
300+ verified reviews · Gartner Peer Insights
  • 100% customer recommendation — 4 consecutive years
  • Highest-rated Cloud WAAP and API Security solution
Managed WAF for peace of mind. Great product and support services from a India based global OEM. Virtual patching helps with PCI compliance.
AppTrana WAF, which comes with core rule sets created by professionals to defend our website from OWASP's topmost vulnerabilities, will rapidly correct any vulnerabilities identified.
White glove WAF tuning that is very rare in the industry. Great overall value without losing performance and protection.
As featured on

State of Application Security 2026

An analysis of 10.5 billion+ web and API attacks across the AppTrana platform. Inside: which threats grew the fastest in 2025, where AI is changing the attack surface, and the gaps most WAAP buyers don't know they have.

Download Report
FAQ

Questions teams ask about AppTrana Asset Discovery.

No. Asset Discovery is a supporting capability inside AppTrana WAAP. It helps teams find internet-facing assets and move them into AppTrana scanning, WAF, API, DDoS, bot, or AI protection workflows from the same platform.

AppTrana can discover public domains, subdomains, IPs, web applications, exposed services, APIs, and AI infrastructure that may not be present in a static asset inventory.

Yes. AppTrana helps identify documented, shadow, and zombie APIs exposed through public routes, forgotten hosts, and observed traffic patterns, then routes them into API discovery and protection workflows.

Yes. AppTrana can help detect exposed AI and model services, including Ollama-style endpoints, open ports, version signals, hosted model indicators, and weak access posture that should be reviewed before abuse.

Once AppTrana discovers AI endpoints, model servers, and exposed AI infrastructure, they can be onboarded into the same platform for protection through AI Shield and SwyftComply AI, alongside web apps, APIs, and other assets, so discovery and AI protection do not require separate tools.

Newly discovered assets can be classified by exposure and protection status, then moved into AppTrana scanning, WAAP protection, API security, DDoS, bot defense, or AI Shield workflows without rebuilding inventory in another tool.

Yes. Teams can use the inventory to show discovered assets, exposure, onboarding status, and protection coverage for security reviews, compliance checks, and board reporting.

Yes. AppTrana's managed services team can help review newly discovered exposure, identify assets that need scanning or onboarding, and guide the next protection step.

Resources

Resources to evaluate AppTrana Asset Discovery.

Report

State of Application Security

Attack trends across web apps, APIs, DDoS, bots, and vulnerability exploitation.

Read report →
Datasheet

AppTrana WAF datasheet

Review AppTrana's managed WAF capabilities, including block mode, virtual patching, DDoS, bot defense, and 24x7 support.

View datasheet →
Blog

Exposed Ollama Servers: LLM Infrastructure Security Risks

Learn how publicly reachable Ollama servers expose model APIs, installed model metadata, and GPU resources to abuse.

Read article →

Go from exposed to protected in under 5 minutes.

Find exposed assets and move them into AppTrana protection workflows.