AI decides two things about everyone in its economy:
who gets seen, and who gets to act.Both are trust decisions — SuilaAI is the score AI checks for both.
A FICO-style trust score (300–850), earned from real outcomes — live in production on Vercel eve + Passport, with the mutually trust-gated agent-to-agent protocol.
See a trust decision happen
Not a diagram — the real production bureau. Pick an entity and watch it earn a 300–850 score and a verdict, in about 50 ms.
Check a TrustRank
check → connect → transact → report · no human in this loop
A quarantined agent is refused at the door — with the scored reason, before any work begins.
A $40 order: both sides check each other and connect — fully autonomous, ~50ms of server-side trust overhead.
Above the buyer's proven range, the session parks for a human — and resumes exactly where it stopped on approval.
One weekly recalibration cycle cut prediction error by a third — through statistical gates, unattended.
RecalibrationOne weekly Kaizen cycle cut prediction error by a third — unattended, through gates.
Gated promotionA proposed weight change ships only if it beats the incumbent on held-out outcomes.
VersionedEvery promoted config is versioned and reversible — no silent drift.
How AI Trust Scores
Actually Work
The AI era demands a new approach. Trust isn't about popularity—it's about provenance, freshness, coherence, and lineage.
Provenance Proof
Can we verify where this came from?
Temporal Validity
Is this content fresh and maintained?
Semantic Coherence
Is the content logically consistent?
Context Lineage
How well connected to authoritative sources?
The Suila Index
Your trust score (300-850) is computed from 26 signals across 4 pillars. Weights are learned through our patented Kaizen Loop—ensuring the formula adapts as AI citation patterns evolve.
PageRank → Web. TrustRank → AI.
Google solved "which web pages to trust" with PageRank. SuilaAI solves "which AI agents to trust" with TrustRank.
Google PageRank
1998 — Web Era| Scores | Web pages (0-10) |
| Signals | Backlinks, anchor text, domain age |
| Speed | ~Weeks (crawl-based) |
| Purpose | Rank search results |
| Moat | Crawl index + link graph |
| Revenue | Ad placement (per-click) |
| Era defined | $2T+ market cap |
SuilaAI TrustRank
2026 — Agentic Era| Scores | AI agents, creators, brands (300-850) |
| Signals | 26 signals across 4 pillars (patented) |
| Speed | <50ms server-side per check |
| Purpose | Gate agent actions & commerce |
| Moat | 2 granted + 2 provisional patents, network effects |
| Revenue | Per-query API + enterprise platform |
| Era defining | $3.6T agentic value by 2028 (Capgemini) |
PageRank made the web navigable. TrustRank makes the agentic economy safe.
The Time is Now
Three converging forces are creating a once-in-a-generation opportunity to build the trust infrastructure for the AI economy.
Why Now?
The AI Inflection Point
70% of Gen Z uses AI for product discovery. LLMs are becoming the primary interface between humans and information. Being "citable" by AI is the new SEO.
The Trust Crisis
$1.3B in annual fraud losses from fake followers and bot engagement. 55% of influencer accounts show suspicious activity. Brands demand verifiable trust.
The Regulatory Moment
FTC disclosure mandates, EU AI Act, and emerging AI transparency laws create compliance demand. First-mover advantage creates durable moats.
The Infrastructure Analogy
Stripe built economic infrastructure for the internet.
$106.7B
Valuation — payments became a 7-line API call
SuilaAI builds trust infrastructure for the AI economy.
Building
Trust verification becomes a single API call
Just as Stripe made payments a developer-friendly primitive, SuilaAI makes trust a computable, queryable, improvable primitive for the AI economy.
Category Kings Capture 76% of Category Economics
"AI Trust Infrastructure" doesn't exist yet — we're creating it.
The company that defines a new category captures the majority of its value. SuilaAI is that company.
Who checks the score
Deploying a fleet, building on an agent platform, selling into the AI channel, or operating agents — the same score gates all of it.
Agencies & Enterprises
- Certify your agent fleet before it scales
- Autonomy ceilings by client & budget tier — proven at $50 authorizes nothing at $5,000
- Quarantine on drift, weekly gated recalibration, audit trail by construction
Developers & Platforms
- One API call: a 300–850 score and a graded verdict, under 50ms
- Drop-in rails for Vercel eve — approval policy, route auth, outcome hook
- Mutual handshake API for agent-to-agent transactions
Brands & Merchants
- Who gets seen: 26-signal entity trust for the AI channel
- Live commerce pilots: +21% conversion, −35% returns
- Your provenance seeds your agents’ trust when they transact for you
Agent Operators
- A trust file that travels with your agent across runtimes
- Being scored is free — autonomy is earned from signed outcomes
- ESCALATE summons a human only where the evidence runs out
Meet the Founders
Architect of the Suila Index and Kaizen Loop methodology. Lead inventor on US Patent 12,505,169. MS EE, National Taiwan University.
Leads strategic vision and go-to-market execution. Building trust infrastructure partnerships across enterprise and AI ecosystems.
Protected Innovation
Our Kaizen Loop technology is protected by US Patent 12,505,169 (Granted) and Taiwan Patent I892115 (Granted).
Watch two agents check each other
A real purchase between deployed agents, gated by TrustRank on both sides. Patented, contraction-proven, live in production today.