Set foundations first. Results follow.
Strong process. Safer AI execution. Better outcomes at scale.
TAKE INTEREST builds AI agent security and structured decision-making tools. GuardClaw provides 7-layer runtime protection for AI agents — free and available now. Take Interest adds AI-native decision workflows — coming soon.
Core security included free · No paywall on protection
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.
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.
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.
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.
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
Prompt Injection Just Got Classified as Malware
Researchers want prompt injection reclassified as malware. A $40K bounty from UK AISI, OpenAI, and Anthropic is testing why.
Live now
How Fast Can an Attacker Hijack Your Agent?
CrowdStrike says attack timelines are under 72 minutes. Your agent verification loop probably takes longer than that.
Live now
88% of AI Agents Shipped Without Security Sign-Off
Gravitee's 2026 data: only 14% of orgs got full security approval before deploying agents. Here's what the other 88% have in common.
Live now
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.
- Do I have to pay for security features?
- No. GuardClaw's core security engine — defense layers, detection patterns, and the local-first CLI — is included free. You don't need a paid plan to protect your AI agents. Paid tiers ($49/mo and $149/mo) add operational scale: more workspaces, higher request limits, audit exports, SSO, and enterprise support. Take Interest pricing will be announced at launch.
- 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.