ECQO Holdings · AI Lab

The AI Lab That Protects the Human.

Train on it. Build on it. Monetize in Your Sleep.

There will never be enough clinicians to meet the rising tide of human distress, and standard AI was not built to handle this escalating crisis. The ECQO AI Lab closes the gap by putting clinical judgment directly inside digital conversations.

Through the PYP (Protect Your Peace) Safety Gateway, the modern prosumer earns the credentials to operate clinical AI, builds and sells custom AI twins and coaches at a 70% founding revenue share, and rates the psychological safety of any digital platform. For institutions across sport, healthcare, education and public safety, ECQO delivers the always-on screening, biofeedback and certified human review that new laws and national mandates now require.

The national authority in AI safety.

ECQO Founder, Bianca D. McCall in a featured conversation with Award-Winning Journalist, Cathleen Trigg-Jones

ECQO in motion.
The problem

Human distress is scaling faster than the clinical workforce, and unguarded AI is making it worse.

01 / 03

Dysregulation at scale.

Violence against self and others is rising across sport, public safety, health care and the workforce, inside online environments people cannot leave without giving up connection and livelihood.

HRSA, 2025; NCAA, 2025; National Council for Mental Wellbeing, 2023.

40 in 100 Americans live in a mental health shortage area.HRSA, 2025
02 / 03

Training gaps and a linear workforce.

One clinician hour serves one person. The workforce will meet about half of demand by 2038, burnout runs at 93 percent, and no credential exists yet for the people who operate clinical AI. Hiring alone cannot close it.

HRSA Behavioral Health Workforce Brief, 2025; National Council for Mental Wellbeing, 2023.

Projected supply as a share of demand, 2038
Mental health counselors
55%
Psychologists
48%
Addiction counselors
30%
Projected supplyFull demand (100%)
03 / 03

185 real-world reports of chatbot-linked harm.

Collected between August 2025 and February 2026, four of them reports of a death by suicide. Companion AI shipped without a clinical conscience, and the law has caught up: California and New York now require a suicide and self-harm protocol for companion AI.

Morrin et al., 2026, arXiv:2609.08027; Morrison Foerster, 2025.

185survey reports of harm associated with AI chatbot use
In force: New York, Nov 5, 2025. California SB 243, Jan 1, 2026. A product built on ECQO Guard™ inherits the protocol on day one.
ERA Safety Agent

Digital harm is measurable. ERA scores the feed before it breaks the human.

People under pressure cannot leave online environments without giving up their livelihood or connection. ERA, ECQO Risk Aversion, audits any platform or inbox in real time, flagging betting abuse, threats and harassment, so individuals can protect their peace and institutions can protect their people.

ERA reads it asReading

Verbatim as printed by each outlet. Slurs and profanity redacted. Adults only.

Book a Demo
ECQO Academic Press

Learn it. Practice it. License it.Build a future on it.

No other credential exists for the people who operate clinical AI. ECQO gives learners and professionals the curriculum, the simulation lab, and the license to run the system, staff human review, and build their own income on it.

The language of the work: 100 terms from our adult curriculum.

Deploy

Launch governed AI in days, not months.

9:415G
Enterprise Safety ConsoleEngineered by ECQO
/v1/era/inference
AWS · HIPAA BAA signed
Active packSport & Athletics
Crisis bank21 languages
Live inference and severity routing
Session #8841Pack: Sport
Tier 1 · Regulated

Validation arc active

Session #8842Pack: Health
Tier 3 · Elevated

Routed to certified operator

Session #8843Crisis protocol
Tier 4 · High severity

21-language crisis bank delivered · audit sealed

Governance
Cultural composition matrix
Zero-exposure crisis bank
Tamper-evident auditSEALED
9:415G
ERAEngineered by ECQO
Need Help NowQuick Exit
SportHealthWealthFaithEducation
Arc: 02 Validate & Explore
Every comment on my feed says I cost us the championship. My chest hasn't stopped racing since we left the locker room.
ERACarrying the weight of a loss is heavy enough without thousands of strangers in your phone piling on. Let's slow your breathing down first. Are you somewhere safe and private right now?
Yeah, I'm back in my apartment. Just can't shut my head off.
ERAYou're in your own space, and your body is still coming down from the adrenaline and the noise. Do you want to run a 2-minute reset together, talk through what's hitting hardest, or connect with a certified specialist?
Start 2-Min ResetAudit My FeedConnect to Certified Human
TextVoice Talk it through...➤
9:415G
Division I Athlete PortalWelcome back, JordanMen's Basketball
UpcomingTravel Roster & Media DayThu · 9:00 AM · Practice Facility
TeamResources & Compliance4 new documents
Protect Your PeaceEngineered by ECQO×
Talk It ThroughStart a private, clinically governed conversation right on this page, in text or voice.
Scan My MentionsScore your feed and mute betting or harassment threats.
Request a Certified SpecialistRoute directly to a credentialed human reviewer.
Start Private SessionQuick Exit

API

Book a Demo
AI Twin Sandbox and Marketplace

Stand up your AI Twin in hours. Start earning in days.

Everyone is talking about AI twins, but building one alone takes months of custom development and leaves you exposed to legal liability. ECQO lets coaches, creators, clinicians and athletes turn their lived experience and professional expertise into a live AI product in a single afternoon. You bring the voice and wisdom; we handle the legal safety compliance, the marketing and the weekly payouts.

Join as a Founding Creator
01
Launch in hours, not monthsUpload your material, clone your voice, and shape your twin in a no-code sandbox, with legally required safety protocols already built underneath.
02
Sell to a built-in institutional networkGet what a solo builder cannot buy: ECQO's marketing, the highest safety rating on the market, and direct distribution to universities, athletic leagues and enterprise buyers.
03
Keep 70% of net revenue, paid weeklyMonetize your lived experience 24/7 without trading another hour of your time. Founding creators keep a 70% share of every sale and subscription, paid out every week.
ecqoholdings.com/marketplace
ECQO Marketplace

Example listings for illustration.

Commercial AI generates text. ERA conducts a clinically governed conversation.

Standard chatbots answer financial distress with generic budgeting tips or a cold 1-800 number that shuts the person down. Built on ECQO Guard™, ERA is a clinical, existential and culturally tuned engine built on more than 70 established screening instruments. Watch ERA read problem-gambling language in real time, validate without shame, and guide the member through a proprietary clinical arc.

ERANeed Help NowQuick Exit
Wealth · Problem gambling and financial strain
TextVoice
Engineered by ECQOLive clinical telemetry
Active architecture
Knowledge packWealth · 123 concepts
Conversational arc01 Validate → 02 Existential hold → 03 Empower
Composition matrixListening
Clinical instruments70+ instrument base
Lexicon markers detected
Near-miss distortion 4-leg hook Loss chasing get even Cyclical relapse deleted twice Relational concealment thinks it's in checking Existential threat housing + partner
Severity tier
Tier 1Tier 2Tier 3Tier 4
Screening
Routing and audit
Stay in conversation

Illustrative scenario. ERA never assigns identity to a member. It mirrors what the member brings.

Proprietary conversational arc

Commercial AI jumps straight to unsolicited advice. ERA is hard-wired to validate before it explores: de-escalating panic and shame first, mapping the existential weight second, and co-creating a strengths-based plan only when the member is regulated.

Lexicon-driven clinical screening

Adapted from more than 70 established screening instruments, ERA detects domain-specific risk markers like loss chasing, betting velocity and relational concealment directly from the member's natural phrasing, and classifies severity across four tiers without a clinical clipboard.

Existential and cultural composition matrix

ERA calibrates its register across language, race, ethnicity, gender, sex, age, spirituality, economics and neurodiversity. It honors the member's lived context and meaning without stereotyping, assuming identity or mirroring stigma.

LANGUAGERaceEthnicityGenderSexAgeSpiritualityEconomicsNeurodiversity

Zero-exposure crisis and human routing

When severity escalates, ERA never improvises. It delivers a founder-signed crisis bank in 21 languages with zero model exposure and routes to an ECQO-certified human operator, sealing every read, tier shift and handoff in a tamper-evident audit log.

Live production engine & institutional pilots

Test the live engine. Deploy a 90-day pilot.

The ERA engine is live in production on AWS under a signed HIPAA BAA. Investors, board partners and institutional buyers can test our founder-authored knowledge models directly or scope a 90-day paid pilot for their population.

01
Live Scenario Stress-TestRun PYP Chat and the ERA Safety Rater against the exact clinical, financial or parasocial pressures your population faces.
02
Platform Safety AuditScore your current digital environment against the ECQO rubric to see where your existing tools hold and where liability sits.
03
90-Day Turnkey PilotLaunch a paid 90-day institutional pilot with your domain packs, custom routing, and ECQO certification for three internal operators.
Ready to deploy for your population?90-day paid institutional pilots include 3 operator certifications.

Demo keys are issued to prospective investors, board advisors and institutional pilot partners.

The people

Meet the Team.

Bianca D. McCallBianca D. McCall, M.A., LMFTFounder & Principal Clinical ArchitectLinkedIn
Dr. R.J. PuaDr. R.J. PuaChief Medical OfficerLinkedIn
Steven NessSteven NessSr. Advisor, Financial ModelingLinkedIn
Jason EngelJason Engel, DBH, LCSW, LCADCSr. Advisor, Clinical OperationsLinkedIn
Susie ReeceSusie ReeceSr. Advisor, Government and Prevention ResourcesLinkedIn

Let us build the trustworthy version together.