Set foundations first. Results follow.
Strong process. Safer AI execution. Better outcomes at scale.
TAKE INTEREST is one platform: GuardClaw protects execution now, and Take Interest expands decision quality next.
GuardClaw: Runtime Security for AI Agents
7 layers of deterministic defense. Runs locally. Every decision auditable. Install in 30 seconds.
TAKE INTEREST Inc. builds tools for structured decision-making and safe AI execution. GuardClaw ships today as a 7-layer runtime security system for AI agents. Take Interest is an AI-native workspace connecting research, strategy, and execution — launching soon.
Two products. One platform.
Home gives the platform overview. Each product page gives the full depth, evidence, and workflows.
GuardClaw
Live now. Stops unsafe agent actions before they run.
Full architecture, simulator, and operational details live on the GuardClaw page.
New: 15-part tutorial series and video walkthrough now available.
Take Interest
Coming soon. Turns messy context into clear, auditable decisions.
Full methodology, decision loop proof, and rollout status live on the Take Interest page.
Built as one connected system
Start with process. Move into execution with guardrails. Expand into new industries without losing control.
Interactive
Can you survive Monday?
You are a team lead. It is Monday morning. Messages, alerts, and requests will flood in all day. You can only act on two things each hour.
Some items are real signals. Some are noise dressed as urgency. Miss a signal and it becomes a fire. Chase noise and you burn energy on nothing.
Think you can keep up?
Ten decisions. Forty seconds. Sort each one into the right bucket and see how your instincts hold under pressure.
Triage the decisions
Tasks are piling up. For each one, decide: Do Now, Schedule, Delegate, or Drop. You have 40 seconds for 10 decisions. See how you compare to structured AI triage.
From the blog
Getting Started with GuardClaw
A step-by-step walkthrough of setting up GuardClaw, your first security layer for AI agents. From install to your first security report in five minutes.
Live now
Watching Your Agents Work
GuardClaw's supervised execution wraps any agent command, intercepts threats in real time, and builds a tamper-evident audit trail. Here's what that looks like, step by step.
Live now
What Happens When Agents Outnumber People?
Machine identities outnumber humans 25-50x in most enterprises. AI agents will widen the gap. Governance frameworks built for human-majority organizations are expiring.
Live now
Join the Intelligence Brief
Threat intelligence, agentic vulnerabilities, and engineering frameworks delivered straight to your inbox.
Frequently asked questions
What is TAKE INTEREST?
TAKE INTEREST Inc. is a platform company building two connected products: GuardClaw, a deterministic runtime security layer for AI agents (available now in public beta), and Take Interest, an AI-native workspace for structured decision-making (coming soon). Both products share a privacy-first, local-first architecture.
What is GuardClaw?
GuardClaw provides 7 layers of deterministic runtime security for AI agents. It uses policy rules — not LLM inference — to enforce threat detection, input validation, scope control, and cryptographic audit trails. It runs locally in your infrastructure and is free during public beta.
What is the Take Interest workspace?
Take Interest is an AI-native workspace that connects research, strategy, and execution in one continuous loop. It preserves decision history, surfaces structured insights, and carries reasoning forward so teams move faster without losing rigor. Waitlist is open.
Is TAKE INTEREST free?
GuardClaw is free during public beta with no usage limits. Take Interest pricing will be announced when the product launches. Both products follow a privacy-first model with no data brokering or ad-supported tiers.
How does TAKE INTEREST handle privacy?
TAKE INTEREST follows a privacy-first, local-first architecture. No telemetry without explicit opt-in, no raw data leaves your environment, and all data processing respects configurable boundaries. GuardClaw runs entirely in your infrastructure. There is no ambient data collection.
Set foundations. Get reliable results.
Pick a product path. Dive deeper on the product page. Start from the workflow that matters most right now.