BETA
Your AI-First Secure SDLC
Control product
security at AI speed
Control product
security at AI speed
Prevent vulnerabilities from the
first design decision to the final line of code
Prevent vulnerabilities from the first design decision to the final line of code
WHAT IS SPARKLE
AI-first Secure SDLC platform
that prevents vulnerabilities
from design to code.
AI-first Secure SDLC platform
that prevents vulnerabilities
from design to code.
AI-first Secure SDLC platform that prevents vulnerabilities from design to code.
Most vulnerabilities are
introduced before products ship
Most vulnerabilities are introduced before products ship
Most vulnerabilities are introduced before
products ship.
INTEGRATE SOURCES
10+ more
ORGANIZATIONAL CONTEXT
SECURITY POLICIES
RISK MITIGATION PLAYBOOK
UNDERSTOOD
CREATED
ACTIVATED
STEP
Start with
ground truth
Build a living security brain of your systems by connecting security policies, threat landscape, architecture, code, and cloud context in one place.
INTEGRATE SOURCES
10+ more
ORGANIZATIONAL CONTEXT
SECURITY POLICIES
RISK MITIGATION PLAYBOOK
UNDERSTOOD
CREATED
ACTIVATED
STEP
Start with
ground truth
Build a living security brain of your systems by connecting security policies, threat landscape, architecture, code, and cloud context in one place.
INTEGRATE SOURCES
10+ more
ORGANIZATIONAL CONTEXT
SECURITY POLICIES
RISK MITIGATION PLAYBOOK
UNDERSTOOD
CREATED
ACTIVATED
STEP
Start with
ground truth
Build a living security brain of your systems by connecting security policies, threat landscape, architecture, code, and cloud context in one place.
Security guardrails created
SECURITY REVIEWS
STEP
Design securely
Sparkle reasons across your architecture and threat landscape to address issues before a single line of code is written.
Comprehensive design reviews, threat modeling and assessments in minutes, not weeks.
Security guardrails created
SECURITY REVIEWS
STEP
Design securely
Sparkle reasons across your architecture and threat landscape to address issues before a single line of code is written.
Comprehensive design reviews, threat modeling and assessments in minutes, not weeks.
Security guardrails created
SECURITY REVIEWS
STEP
Design securely
Sparkle reasons across your architecture and threat landscape to address issues before a single line of code is written.
Comprehensive design reviews, threat modeling and assessments in minutes, not weeks.
NEWPROJECT
app
api
routes
workspaces.members.ts
workspaces.roles.ts
workspaces.settings.ts
workspaces.audit.ts
workspaces.invites.ts
services
.sparkle
Reply..
Sonnet 4.6
STEP
Build without costly rework
Keep security issues out of your code with AI-powered guardrails built from your own policies, architecture, and context.
NEWPROJECT
app
api
routes
workspaces.members.ts
workspaces.roles.ts
workspaces.settings.ts
workspaces.audit.ts
workspaces.invites.ts
services
.sparkle
Reply..
Sonnet 4.6
STEP
Build without costly rework
Keep security issues out of your code with AI-powered guardrails built from your own policies, architecture, and context.
NEWPROJECT
app
api
routes
workspaces.members.ts
workspaces.roles.ts
workspaces.settings.ts
workspaces.audit.ts
workspaces.invites.ts
services
.sparkle
Reply..
Sonnet 4.6
STEP
Build without costly rework
Keep security issues out of your code with AI-powered guardrails built from your own policies, architecture, and context.
John wants to merge
changed
No hard-coded secrets
Prevented cross-site scripting
Implemented workspace authorization
Open
12 Files
Sensitive data handling as per the design plan
1 unresolved requirement
3 checks passed
STEP
Validate
before you ship
Ensure every code change aligns with secure code practices, company policies and decisions from design reviews.
John wants to merge
changed
No hard-coded secrets
Prevented cross-site scripting
Implemented workspace authorization
Open
12 Files
Sensitive data handling as per the design plan
1 unresolved requirement
3 checks passed
STEP
Validate
before you ship
Ensure every code change aligns with secure code practices, company policies and decisions from design reviews.
John wants to merge
changed
No hard-coded secrets
Prevented cross-site scripting
Implemented workspace authorization
Open
12 Files
Sensitive data handling as per the design plan
1 unresolved requirement
3 checks passed
STEP
Validate
before you ship
Ensure every code change aligns with secure code practices, company policies and decisions from design reviews.
All activities and evidences
INSIGHT REPORT (last 7 days)
AUDIT READY
11
SECURITY
REVIEWS
COMPLETED
37
THREATS
MITIGATED
1.1K
LINES OF
SECURE CODE
CAPTURED
GENERATED
14
REVIEWED
PRs
STEP
Govern Continuously
Maintain complete traceability across every security decision, code change, and review with automatic, audit-ready documentation.
All activities and evidences
INSIGHT REPORT (last 7 days)
AUDIT READY
11
SECURITY
REVIEWS
COMPLETED
37
THREATS
MITIGATED
1.1K
LINES OF
SECURE CODE
CAPTURED
GENERATED
14
REVIEWED
PRs
STEP
Govern Continuously
Maintain complete traceability across every security decision, code change, and review with automatic, audit-ready documentation.
All activities and evidences
INSIGHT REPORT (last 7 days)
AUDIT READY
11
SECURITY
REVIEWS
COMPLETED
37
THREATS
MITIGATED
1.1K
LINES OF
SECURE CODE
CAPTURED
GENERATED
14
REVIEWED
PRs
STEP
Govern Continuously
Maintain complete traceability across every security decision, code change, and review with automatic, audit-ready documentation.
LEAD SECURITY, DON'T CHASE IT
The secure AI SDLC
that never stops
SECURE AGENTS
Humans Make The Judgment Calls That Matter
Agents surface risks, gather evidence, and track decisions.
SECURE LOOP
No Gaps. No Blind Spots. No Surprises.
One continuous loop that prevents risk from design to AI-generated code.
WHAT SPARKLE DELIVERS?
Outcomes
not activities
20X
Increase
20X
Increase
in security team's productivity
in security team's productivity
60%
Reduction
60%
Reduction
in AI generated risk
in AI generated risk
100%
Visibility
100%
Visibility
across Secure SDLC
across Secure SDLC
20X Increase
in security team's productivity
60%
Reduction
in AI generated risk
100%
Visibility
across Secure SDLC
FAQ
Frequently Asked Questions
01
Who is Sparkle built for?
Sparkle is built for product security, AppSec, platform engineering, and engineering leadership teams that want stronger security outcomes without slowing software delivery.
02
How is Sparkle different from traditional AppSec tools?
Traditional AppSec tools often generate more findings than teams can realistically act on. Sparkle helps teams focus on meaningful product security risk and embed remediation into existing engineering workflows so they can move faster with more confidence.
03
Can Sparkle work with our existing security and engineering stack?
Yes. Sparkle is designed to integrate with the tools and workflows your teams already use across development, security, and collaboration.
04
How long does implementation take?
Sparkle supports hundreds of integrations and works with the tools and processes your team already uses. Most teams can get started in hours, not months, and begin seeing value within days.
05
What data does Sparkle access and store?
Sparkle does not sell or share customer data with third parties. Depending on the deployment and integrations you enable, Sparkle may store telemetry, repository metadata, and other artifacts required to deliver security insights and recommendations.
06
How is pricing structured?
Pricing is based on the capabilities you need, the number of repositories, developer count, and deployment scale. We are offering early-adopter pricing for qualifying customers.
Who is Sparkle built for?
Sparkle is built for product security, AppSec, platform engineering, and engineering leadership teams that want stronger security outcomes without slowing software delivery.
How is Sparkle different from traditional AppSec tools?
Can Sparkle work with our existing security and engineering stack?
How long does implementation take?
What data does Sparkle access and store?
How is pricing structured?
01
Who is Sparkle built for?
Sparkle is built for product security, AppSec, platform engineering, and engineering leadership teams that want stronger security outcomes without slowing software delivery.
02
How is Sparkle different from traditional AppSec tools?
Traditional AppSec tools often generate more findings than teams can realistically act on. Sparkle helps teams focus on meaningful product security risk and embed remediation into existing engineering workflows so they can move faster with more confidence.
03
Can Sparkle work with our existing security and engineering stack?
Yes. Sparkle is designed to integrate with the tools and workflows your teams already use across development, security, and collaboration.
04
How long does implementation take?
Sparkle supports hundreds of integrations and works with the tools and processes your team already uses. Most teams can get started in hours, not months, and begin seeing value within days.
05
What data does Sparkle access and store?
Sparkle does not sell or share customer data with third parties. Depending on the deployment and integrations you enable, Sparkle may store telemetry, repository metadata, and other artifacts required to deliver security insights and recommendations.
06
How is pricing structured?
Pricing is based on the capabilities you need, the number of repositories, developer count, and deployment scale. We are offering early-adopter pricing for qualifying customers.