Built to work. Graded to prove it.
The Studio is the product arm of Houtos Labs — an evaluation-led engineering firm. We design and ship AI, decentralized, and product systems for teams that need more than a promising demo, then grade every release with the same instrument we sell.
Most studios pitch a vision and hope. We ship a system and a reading.
Every system we design — an AI agent, a token economy, a product platform — exits through the same gate: performance, accessibility, security, and findability, measured and graded before release.
Taste sets the direction. Evidence signs the release.
Six disciplines. One standard: it has to hold up under measurement.
AI Strategy & Execution
Agent systems, model strategy, and evaluation harnesses — AI that survives contact with real users.
Product Innovation
Zero-to-one product systems: research, architecture, prototype, and a launch you can defend.
Decentralized Systems
Protocols, contracts, and on-chain products built with the discipline of financial software.
Ecosystem & Commercialization
Platform economics, token strategy, and the path from working prototype to paying ecosystem.
Brand, Market & Experience
Positioning, identity, and interfaces that read premium because they behave premium.
Evaluation & Quality Engineering
Our grading discipline applied to your stack — audits, release gates, and standards that hold.
Live products, engines in build, lab concepts — labeled exactly as they are.
The Grader
A live website-audit instrument that grades any site across six lenses — speed, accessibility, findability, security, trust, reputation — and returns a prioritized, plain-language fix list.
- Challenge
- Development firms guess at quality — and buyers have no way to verify the claims.
- Approach
- Six-lens, confidence-aware grading. Every number is labeled Measured or Estimated — never blended.
- Status
- Live on houtos.io — sample mode today, live scan rolling out.
- System type
- Evaluation platform · scoring engine · report generator
Peregrine Precision Evaluator
The measurement engine behind The Grader: signal propagation, confidence-aware scoring, five analysis modules, and report synthesis.
Autonomous Intelligence Desk
A research desk for multi-venue market intelligence with capital-preservation governance — automation that must earn each level of autonomy.
Companion Systems
Long-memory AI companions with safety-first design and honest, user-controlled personalization.
Six phases — and every one exits through measurement.
The same six lenses The Grader sells are the gate our own work has to pass. No phase is "done" because a deadline arrived — it's done when the reading says so.
Research
Users, market, constraints — the questions worth answering before design starts.
Architecture
System design and the contracts between parts — decisions written down, not implied.
Prototype
Working software early — the argument is a build, not a deck.
Validate
The exit gate: graded across performance, accessibility, security, and findability.
Launch
Ship with monitoring, docs, and a rollback path — launch is a process, not a day.
Optimize
Re-grade, measure drift, and compound improvements release after release.
How we think — published, not implied.
How we grade
The rubric, the six lenses, and why every number carries a confidence label.
Read the methodology → FindabilityFindability in the AI-answer era
Ranking is no longer the finish line — being understood and cited by answer engines is.
Read the SEO & AEO lens → AccessibilityAccessibility as engineering
WCAG treated as a build standard with release gates — not a compliance afterthought.
Read the accessibility lens →We publish our rubric. We grade our own releases. We label every number Measured or Estimated — and we never upgrade an estimate to look verified.
Strict? That's the point. Discipline is what makes ambition dependable.
Let's build something measurable.
Tell us what you're trying to build — or what you've built that isn't performing. We'll come back with a reading, not a pitch.
hello@houtos.io