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Intelligence with intention.
Innovation with protection.

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AI product developmentIdeation to MVPAI risk assessmentPrompt privacy

Occasional ideas on building well and protecting what matters.

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Human ambition. Responsible AI.
INTRODUCING SHAIGE SHIELD

Keep the context.
Protect the details.

Useful AI starts with a useful prompt. Add a thoughtful privacy layer
between your sensitive information and your next LLM conversation.

Request a demo Try the playground
PRODUCT CONCEPT · INTERACTIVE WORKFLOW PREVIEW

See what changes.
And what doesn’t.

Choose a fictional example and protect the prompt.
Everything in this playground stays in your browser.

PRIVACY PLAYGROUND Runs in your browser
01 / ORIGINAL PROMPT4 sensitive fields

Draft a follow-up for Alex Morgan at alex.morgan@example.com about the £24,500 proposal for Northstar Demo.

PersonEmailFinancialCompany
02 / PROTECTED PROMPT

A useful prompt.
With sensitive details protected.

Synthetic examples only. No LLM requests or stored prompts.

This demonstration replaces predefined fields in synthetic examples. It does not detect arbitrary PII, contact an LLM, or offer a guarantee that a prompt is safe.

A WORKFLOW DESIGNED AROUND CONTROL

A boundary with intelligence.

01

Detect

Identify information governed by your policies.

02

Transform

Replace sensitive values with context-preserving tokens.

03

Generate

Use the reviewed, protected prompt in your LLM workflow.

04

Review

Check the response and restore values only where authorized.

Detection, policy controls, LLM integrations, and authorized reconstruction are implementation capabilities to scope with your team. The playground illustrates masking only.

Your data.
Your boundaries.

Build a protection workflow around the information
your organization handles and the way your people work.

Personal information

Names, email addresses, phone numbers, and identifiers.

CUSTOM POLICY SCOPE

Business confidential

Client references, deal values, and internal project details.

CUSTOM POLICY SCOPE

Technical secrets

Credentials, access tokens, and infrastructure details.

CUSTOM POLICY SCOPE

Fit the workflow.
Respect the environment.

01 / INTEGRATION

Where your team works.

Discuss API integration, an internal interface, or a pre-prompt step in an existing application. Deployment and data boundaries are agreed during discovery.

02 / GOVERNANCE

Controls with accountability.

Define approved categories, access rules, review responsibilities, and audit metadata. Retain only the information needed for your agreed workflow.

03 / DEPLOYMENT

Architecture for your needs.

Explore a private environment or a managed setup, subject to technical discovery. Hosting, residency, retention, and operating responsibilities need an explicit agreement.

A LITTLE MORE CLARITY

Good questions.
Clear answers.

Talk through your use case
THE NEXT MOVE IS YOURS

Your boldest idea.
A safer way forward.

Let’s build something