Designing Clarity into Complexity.

Product Designer for AI & Security.

Specializing in AI-driven cybersecurity experiences that make complex systems feel inevitable.

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What makes Ananthu different as a designer?
He designs AI systems from the inside — not UI on top of them. His work on Navigator AI built explainability and trust into the interaction layer itself.
Tell me about his process Show me his work
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Currently at Prevalent AI
Role Lead UX
Since 2020
00 Selected Work
01
Dashboard Cybersecurity Enterprise
Dec 2024 – Jan 2025 · 8 Weeks · Design Lead

Exposure Management
Platform

Evolved a cybersecurity product into a comprehensive Exposure Management platform using a Knowledge Graph base with CCM and ASM built on top — shifting users from siloed risk views to connected exposure understanding.

I Connected Exposure Context
II Continuous Exposure Visibility
III Action-Oriented Views
prevalent.ai / exposure-overview
Exposure Score
72 RISK SCORE
High Risk
CCM Coverage
84%
↑ 3.2% this week
Attack Surface
1,247
↑ 42 new assets
Active Findings
318
↑ 12 since yesterday
Top Findings
AssetSeverityStatus
api.gateway Critical Open
auth-service High Open
db-cluster-01 Medium Resolved
cdn-edge-02 Low Open
Knowledge Graph · Finance BU
HOST CVE BU CTRL FIND RISK

Design Decisions

  • Progressive disclosure of relationships — graph complexity revealed only on user demand, not upfront
  • Preserved familiar CCM and ASM entry points to avoid relearning cost during platform evolution
  • Non-color-only severity signaling — icons and labels alongside color for full accessibility compliance
Security Analysts + CISO Users
Design Lead Role
8 Weeks Timeline
02
AI Product Responsive Web + Mobile NLP Interface
Sep – Oct 2025 · 6 Weeks · Design Lead

Navigator —
AI Assistant

AI engine layered on the Exposure Management platform — reduces reliance on complex navigation by letting users query, interpret, and act on exposure data through natural language, grounded in the Knowledge Graph.

I Context-Aware Responses
II Explainable by Default
III Guided, Not Unbounded
prevalent.ai / navigator
Navigator · Scoped to platform data only
Knowledge Graph
What are the critical findings affecting the Finance BU right now?

There are 3 critical findings linked to Finance BU assets. The highest-priority is an unpatched RCE vulnerability on api.gateway, connected to 2 compliance controls currently failing in PCI-DSS.

ASM · api.gateway CCM · PCI-DSS 6.3 Graph · Finance BU
Suggested
Navigator

Design Decisions

  • Explainable outputs by default — every AI response surfaces its knowledge graph sources inline
  • Guided interaction over open chat — suggested prompts eliminate blank-canvas paralysis for analysts
  • AI strictly scoped to platform data — no unbounded queries, no autonomous actions, no hallucination surface
CISOs + SOC Analysts Users
Design Lead Role
6 Weeks Timeline
00 About

I'm a Product Designer based in India, focused on making AI and security systems feel understandable — not intimidating. My work sits at the intersection of research-led thinking, complex data modeling, and interfaces that respect the intelligence of their users.

At Prevalent AI, I lead UX for the core platform — translating the complexity of knowledge graphs, compliance frameworks, and attack surface data into flows that security teams actually want to use.

2020 – Present
Lead UX Designer Prevalent AI
Nov 2020
Staff UX Designer Tuna Software Solution
2019 – 2020
Jr. UX Designer Crypt4Bits Pvt Ltd
Good design in security
doesn't simplify reality —
it reveals the right
layer of it.
  • Research-led system thinking
  • UX Design
  • Enterprise Interfaces
  • AI/ML Collaboration
  • Knowledge Graph UX
  • Accessibility
00 Contact

Let's work
together.

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