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i p l o
76% of AI Projects Fail

76% of Enterprise AI ProjectsFail in Production

One leaked PII field. One biased response. $50M in fines.Ziplo is the testing infrastructure that prevents the failures killing AI deployments.

Built for enterprises from day one: Sub-5ms latency, 99.9% uptime, SOC2-ready infrastructure.In 10 years, no AI ships without safety testing. We're building that standard today.

Guardrails
99.9% reliability
Synthetic Data
GDPR compliant
Migration
Zero downtime
Compliance
SOC2 ready
Enterprise-Grade Infrastructure
Pre-seed, building the future
Our Vision

The Future We're Building

AI is transforming every industry—from healthcare diagnostics to financial advice, from customer support to legal research. Companies are deploying AI agents at unprecedented scale. But there's a critical infrastructure gap: testing and safety tools built for traditional software don't work for AI.

One hallucinated diagnosis. One leaked patient record. One biased hiring decision. AI failures aren't just bugs—they're existential business risks. $50M HIPAA fines. Regulatory shutdowns. Brand destruction. Yet companies are forced to build safety infrastructure from scratch, stitching together 6+ point solutions with no integration.

Ziplo is building the safety infrastructure that every AI deployment will need. Just like AWS made cloud computing scalable and Stripe made payments reliable—we're making AI deployment safe, compliant, and trustworthy.

Our vision: In 10 years, every AI system runs through testing infrastructure like Ziplo. It's not optional. It's foundational.

The Path Forward

2025

The AI Chaos Era

Companies building safety from scratch

2030

Testing Becomes Standard

Ziplo defines the category

2035

Universal Infrastructure

No AI ships without safety testing

Krishna TammireddyDevashish Upadhyay

"We've lived this problem from both sides—compliance failures that shut down operations (Krishna) and building enterprise infrastructure at scale (Devashish). We're not guessing. We've seen what breaks."

Krishna Tammireddy (Financial Services, Compliance) & Devashish Upadhyay (Technical Architecture)
Co-founders, Ziplo

Market Reality

$15B
AI Testing Market by 2028
Source: MarketsandMarkets Research
156%
Annual Growth Rate
Source: Grand View Research 2024
2026
EU AI Act Enforcement
Source: European Commission
€1.2+
GDPR Fines (2024)
Source: Official EU Data Protection Board
6 integrated pillars in one unified platform

Enterprise AI TestingBuilt for Scale

The missing layer in your AI stack. Test AI behavior before production with automated workflows, synthetic data, and compliance-ready audit trails.

<5ms
Response Time
Sub-5ms latency
99.9%
Uptime SLA
Enterprise ready
2.3M+
Test Capacity
Simulations/day
SOC2
Infrastructure
Type II ready

AI Safety Guardrails

Enterprise-Grade Protection

Real-time content moderation and policy enforcement across all AI interactions with advanced threat detection

99.9%
Reliability
<5ms
Latency
100%
Coverage

Key Features

Real-time content filtering and moderation
PII detection and automatic redaction
Toxic content blocking with custom policies
Prompt injection attack prevention
Context-aware safety rules engine
Compliance-ready audit logs

Protection Layers

Input ValidationMulti-stage
Output FilteringReal-time
Policy EngineCustom Rules
Threat DetectionAI-Powered

Use Cases

Healthcare

HIPAA-compliant patient data protection

Finance

PCI-DSS compliance for financial data

Enterprise

Protect sensitive corporate information

Learn More

Discover how this feature can transform your workflow

Synthetic Data Engine

Privacy-First Testing

Generate production-like test data with statistical accuracy while maintaining 100% privacy compliance

95%
Accuracy
100%
Compliance
1M+
Records/day

Key Features

Maintain statistical properties of real data
Support for all major data types and formats
Preserve correlations and relationships
Automated schema detection
Version control for synthetic datasets
Integration with CI/CD pipelines

Data Quality

Distribution Match98.5%
Correlation Preserved96.2%
Schema Accuracy100%
Format Support50+ types

Use Cases

Testing

QA environments with realistic data

Development

Safe data for local development

Training

ML model training without privacy risk

Learn More

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Zero-Downtime Migration

Vendor Independence

Switch between AI providers instantly with automatic failover, load balancing, and cost optimization

0 min
Downtime
5+
Providers
40%
Cost Savings

Key Features

Seamless provider switching with fallback
Intelligent load balancing across providers
Automatic cost optimization routing
Real-time performance monitoring
Provider-agnostic API interface
A/B testing across multiple providers

Supported Providers

OpenAIGPT-4, 3.5
AnthropicClaude 3
GoogleGemini Pro
AzureOpenAI

Use Cases

Cost Control

Route to cheapest provider per request

Reliability

Automatic failover on outages

Performance

Route to fastest provider by region

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Compliance Dashboard

Audit-Ready Reports

Comprehensive compliance tracking and automated reporting for SOC2, HIPAA, GDPR, and industry regulations

SOC2
Type II Ready
HIPAA
Compliant
24/7
Monitoring

Key Features

Real-time compliance monitoring
Automated audit trail generation
Custom policy enforcement
Regulatory change tracking
Automated report generation
Third-party audit support

Certifications

SOC 2 Type IIReady
HIPAACompliant
GDPRCompliant
ISO 27001Planned

Use Cases

Healthcare

HIPAA compliance for patient data

Finance

PCI-DSS and SOX compliance

SaaS

SOC2 reports for enterprise customers

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Multi-Turn Testing

Complex Dialogue Scenarios

Test complex multi-turn conversations and edge cases with automated scenario generation and validation

20+
Conversation Paths
1000+
Scenarios/Test
Auto
Edge Case Detection

Key Features

Automated conversation tree generation
Context preservation testing across turns
Edge case and failure scenario detection
User intent validation per turn
Conversation flow visualization
Regression testing for dialogue changes

Testing Capabilities

Max Conversation Depth50+ turns
Branch Coverage100%
Intent Accuracy98.5%
Context RetentionFull history

Use Cases

Customer Support

Test complex support conversations

Sales Bots

Validate multi-step sales flows

Healthcare

Test diagnostic conversation paths

Learn More

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Real-Time Observability

Complete AI Visibility

Monitor every AI interaction in real-time with comprehensive logging, metrics, and alerting infrastructure

24/7
Monitoring
100%
Trace Coverage
<1s
Alert Latency

Key Features

Request/response logging with full context
Performance metrics and latency tracking
Error rate monitoring and alerting
Token usage and cost tracking
Custom dashboard creation
Integration with existing observability tools

Monitoring Metrics

Data Retention90 days
Log SearchSub-second
Alert Channels10+ integrations
Dashboard TypesCustomizable

Use Cases

DevOps

Track AI system health and performance

Cost Control

Monitor and optimize token usage

Debugging

Trace issues in production AI systems

Learn More

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Simple 3-Step Process

How It Works

Get started with Ziplo in minutes and deploy production-ready AI agents with confidence

01

Connect Your AI Agent

Integrate Ziplo with your existing AI infrastructure in minutes using our SDK or API

02

Configure Safety Rules

Set up guardrails, compliance policies, and testing scenarios tailored to your use case

03

Monitor & Optimize

Track performance in real-time, identify issues, and continuously improve your AI agents

Ready to secure your AI agents?

For Everyone

Who NeedsAI Safety Testing?

Anyone shipping AI to production. Startups, engineers, testers—we're industry agnostic and built for teams that move fast.

The AI Risk Reality

76%
AI Projects Fail in Production
Source: Gartner 2024
$50M+
Average AI Compliance Fine
Source: Financial Times 2024
3x
Cost of Fixing Production vs Testing
Source: IBM Systems Sciences Institute
2026
EU AI Act Mandatory Compliance
Source: European Commission

Who We're Building For

Industry agnostic. We're building for startups, engineers, and testers who need to ship AI safely.

AI Engineers

Ship AI features faster with automated testing workflows

Automated testingModel migrationsIntegration workflows

Test 10,000+ scenarios overnight instead of manual validation

Startups

Launch AI products without enterprise testing infrastructure

Fast iterationCost efficiencyInvestor confidence

Enterprise-grade testing without hiring a QA team

QA & Testers

Validate AI behavior at scale with replay & synthetic data

Scenario coverageRegression testingCompliance validation

Auto-replay production scenarios with different models

Product Teams

Understand AI behavior before customers see failures

User safetyQuality assuranceRisk management

Real-time monitoring prevents production incidents

Ziplo is pre-revenue and industry agnostic. We're building enterprise-grade AI testing infrastructure for startups, engineers, and QA teams—regardless of your industry.

Simple Pricing

Pay Only for What You Use

Flat, transparent pricing with no hidden fees

$1 Per 1M Tokens

AI testing usage - only pay for what you use

$0 Setup Fees

Get started free - no hidden costs or commitments

Pay-as-You-Go

No commitments - scale up or down as needed

1
2
3

Join 500+ Builders

Get early access to Ziplo (Launching Dec 1)

Pre-Seed • Building the Future

Ready to Build AI Safety Infrastructure?

Join our founding users shaping the future of AI reliability testing

Enterprise-Grade Infrastructure

SOC2 ready, 99.9% uptime SLA, sub-5ms response time

Direct Founder Access

Work directly with Krishna & Devashish during pilot phase

Founding User Benefits

Shape the product roadmap and influence future features