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AI Research

Powerful AI Research

We are Parrot Labs

A boutique AI research firm helping teams unlock the full potential of large language models. From strategy to execution, we bring deep expertise in prompt engineering, model evaluation, and AI-driven workflows. Our flagship products, Experiments and Camouflage, puts that expertise directly in your hands.

Coming Soon!

Rapid LLM Prompt & Engine Experimentation with Privacy-First Insights

Run side-by-side comparisons of LLM prompts and engine configurations. Parrot Labs Experiments helps prompt engineers and researchers find the best balance of quality, cost, and speed without compromising on security.

Built for LLM Experimentation at Scale

Everything you need to optimize prompts and compare LLMs, built to keep your data private

Prompt & Engine Experimentation

Test multiple prompts across LLM engines like OpenAI and Anthropic in parallel. See exactly where you're spending too much or getting weak results.

Real-Time Results

Results stream in live as each model responds. No waiting around, no refreshing the page.

Results Visualization

Put LLM responses side by side. Dig into metrics (latency, cost, token usage) to pick the best prompt and engine combo for your use case.

Privacy by Choice

Turn on client-side encryption and your prompts, keys, and responses are locked down before they ever leave your browser. Zero-knowledge by design.

Teams & Flexible API Keys

Organize work by organization and project with role-based access. Bring your own API keys from any provider, or let the platform handle them for you.

Coming Soon!

Camouflage

Detect and anonymize PII before it ever reaches an LLM. Everything runs in your browser — the server never sees your original data.

Client-Side PII Detection

Regex patterns catch emails, phone numbers, SSNs, and more. Enable the optional NER model for deeper name and address detection — all in-browser.

Smart Anonymization

Replace sensitive values with deterministic tokens that stay consistent across your session. Supports plain text, CSV, and JSON formats.

Zero-Knowledge Privacy

Token mappings live only in your browser. The server receives camouflaged data — never the original PII. Your data stays yours.

Instant Restoration

Paste an LLM response containing camouflaged tokens and instantly restore the original values. Review the full context without ever exposing PII to the model.

AI-Powered Analysis

Send camouflaged data directly to Claude for analysis. The response is automatically de-anonymized and rendered — privacy-safe AI insights in one click.

Ready to Optimize Your LLM Workflow?

Get early access to Parrot Labs Experiments to start finding the best prompts and models for your use cases.

Reach Out

Need a hand with your AI research?
Drop us a line and let's explore the possibilities.