NEW

Start with the pressure: sales, launch, abuse, agents, data, or guardrails

Media route

LinkedIn masthead blocks

Exact-size canvases. Add ?guides=1 to show development safe-zone overlays.

Personal profile masthead

1584 x 396 · 4:1 · avatar-safe lower left

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

Company page masthead

1128 x 191 · company-logo-safe lower left

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs

Calibration system

Same uploaded mastheads, simulated LinkedIn surfaces

These previews do not duplicate or reflow masthead content. They scale, crop, clip, and overlay the same canonical PersonalMasthead and CompanyMasthead components.

Device viewport presets: 390, 393, 430, 412, plus 360 narrow stress test.

Application inset presets represented: 0px desktop, 16px mobile, 12px narrow stress.

Capture buttons download the selected mockup with overlay chrome; clean PNG exports remain canonical only.

Clean mockup

LinkedIn overlay previews

Personal · desktop baseline

Desktop · inset 0px · clean

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Company · desktop baseline

Desktop · inset 0px · clean

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Personal · 390 compact iPhone baseline

390px mobile · inset 16px · clean

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Personal · 393 iPhone Pro baseline

393px mobile · inset 16px · clean

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Personal · 430 large iPhone baseline

430px mobile · inset 16px · clean

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Personal · 412 Android baseline

412px mobile · inset 16px · clean

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Personal · 360 narrow stress test

360px mobile · inset 12px · clean

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Company · 390 compact iPhone baseline

390px mobile · inset 16px · clean

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Company · 393 iPhone Pro baseline

393px mobile · inset 16px · clean

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Company · 430 large iPhone baseline

430px mobile · inset 16px · clean

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Company · 412 Android baseline

412px mobile · inset 16px · clean

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Company · 360 narrow stress test

360px mobile · inset 12px · clean

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Diagnostic calibration

Source, crop, collision, and clearance guides

Personal mobile survival calculation

390px visible source x-range: 3001284 · width 985

393px visible source x-range: 2991285 · width 986

430px visible source x-range: 2991285 · width 985

412px visible source x-range: 3001284 · width 984

Final production survival x-range: 3001284 · width 984

Personal · desktop baseline

Desktop · inset 0px · diagnostic

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Visible source rect: x 0, y 0, w 1584, h 396

Overlay source bounds: x 24, y 163, w 333, h 233

Overlay display: 249px at x 18, y 122

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.

Company · desktop baseline

Desktop · inset 0px · diagnostic

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Visible source rect: x 0, y 0, w 4200, h 700

Overlay source bounds: x 126, y 307, w 756, h 393

Overlay display: 214px at x 36, y 87

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.

Personal · 390 compact iPhone baseline

390px mobile · inset 16px · diagnostic

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Visible source rect: x 300, y 0, w 985, h 396

Overlay source bounds: x 329, y 234, w 325, h 162

Overlay display: 118px at x 11, y 85

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.

Personal · 393 iPhone Pro baseline

393px mobile · inset 16px · diagnostic

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Visible source rect: x 299, y 0, w 986, h 396

Overlay source bounds: x 329, y 233, w 325, h 163

Overlay display: 119px at x 11, y 85

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.

Personal · 430 large iPhone baseline

430px mobile · inset 16px · diagnostic

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Visible source rect: x 299, y 0, w 985, h 396

Overlay source bounds: x 329, y 233, w 325, h 163

Overlay display: 131px at x 12, y 94

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.

Personal · 412 Android baseline

412px mobile · inset 16px · diagnostic

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Visible source rect: x 300, y 0, w 984, h 396

Overlay source bounds: x 330, y 234, w 325, h 162

Overlay display: 125px at x 11, y 90

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.

Personal · 360 narrow stress test

360px mobile · inset 12px · diagnostic

aisecurityllcAI SECURITY ENGINEERING

BUILT FOR ADVERSARIAL TERRAIN

YOUR MODEL ISN’TTHE ATTACK SURFACE.THE SYSTEM AROUND IT IS.

Graph-backed attack-path engineering acrosscode, data, tools, identity, and permissions.

M.A.D.E.

MAP·ATTACK·DEFEND·EVIDENCE

David Wolf profile avatar

Visible source rect: x 299, y 0, w 986, h 396

Overlay source bounds: x 329, y 233, w 325, h 163

Overlay display: 111px at x 10, y 80

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.

Company · 390 compact iPhone baseline

390px mobile · inset 16px · diagnostic

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Visible source rect: x 821, y 0, w 2557, h 700

Overlay source bounds: x 924, y 421, w 665, h 279

Overlay display: 93px at x 14, y 59

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.

Company · 393 iPhone Pro baseline

393px mobile · inset 16px · diagnostic

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Visible source rect: x 824, y 0, w 2553, h 700

Overlay source bounds: x 926, y 421, w 664, h 279

Overlay display: 94px at x 14, y 60

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.

Company · 430 large iPhone baseline

430px mobile · inset 16px · diagnostic

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Visible source rect: x 822, y 0, w 2556, h 700

Overlay source bounds: x 924, y 421, w 665, h 279

Overlay display: 103px at x 16, y 66

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.

Company · 412 Android baseline

412px mobile · inset 16px · diagnostic

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Visible source rect: x 821, y 0, w 2558, h 700

Overlay source bounds: x 923, y 421, w 665, h 279

Overlay display: 99px at x 15, y 63

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.

Company · 360 narrow stress test

360px mobile · inset 12px · diagnostic

Simulation default — calibrate against live LinkedIn

Product Security for AI Systems

Find AI launch risks before buyers or attackers do.

Graph-backed engineering across code, prompts, RAG, agents, tools, and runtime.

M.A.D.E. · From Attack Surface to Evidence

MAP

Inventory & Trace

Trace systems, trust boundaries, authority, and data flows.

ATTACK

Test & Validate

Exercise abuse paths and attack chains to expose boundary failures.

DEFEND

Harden & Verify

Harden permissions, policy, telemetry, and approval paths.

EVIDENCE

Prove & Package

Package findings, retests, mappings, and review-ready proof.

Hire the work · License the engine

AI Launch Security Review
AI Product Security Assessment
AI Red Teaming
Agentic Workflow Hardening
Security Program Scorecard
AI Security Sales Enablement

Workbench

SecEng Code Scanner
SecEng Adversarial Range
SecEng Runtime Proxy
SecEng RAG Test Harness
SecEng Model Gateway
Evidence Packs
aisecurity.llc company mark

Visible source rect: x 822, y 0, w 2557, h 700

Overlay source bounds: x 924, y 421, w 665, h 279

Overlay display: 87px at x 13, y 55

Mobile crop bounds and survival zone are display-space simulations over the same uploaded image.