v3.27
NRS expansion from rijāl works
Add new PIDs from Tahdhīb (9,773) + Mīzān al-Iʿtidāl (10,887) + Jarḥ wa Taʿdīl (18K+) to grow NRS from 27,118 → ~50K. Highest-ROI single phase: lifts grading on every existing 457K records.
بِسْمِ ٱللَّٰهِ ٱلرَّحْمَٰنِ ٱلرَّحِيمِ
The methodology is the product.
8,565 engaged users · 30,182 messages · live since March 2026
We build tools that shorten the distance between question and evidence. Human judgment remains central. AI does the indexing.
BY THE NUMBERS
Real cohort. Real metrics.
8,565
Engaged users
Authenticated users with 1+ message. Add 8,251 anonymous chatters for total ≈16.8K.
30,182
Messages exchanged
11,162 conversations. 15,087 user questions + 15,005 evidence-grounded responses.
27,217
Messages last 30 days
90% of all-time usage is recent — steady-state product, not a stale launch.
330
High-intent users
Authenticated users with 5+ messages. Top conversation: 167 messages.
18
Active subscriptions
Plus 11 / Tahqīq 6 / Institute 1. ARPU $9–$20.67/day. Peak 21 (May 1, 2026).
~$420
Cumulative LLM spend
All v3.5 → v3.26 corpus integrity work. Cost-disciplined per release.
Sourced from the production database, queried 2026-05-04. Cohort live since 2026-03-16 (~7 weeks). Refreshed quarterly. See the full changelog for cumulative release activity.
GLOBAL REACH
Muslims learning worldwide
Active sessions in last 30 days · users in 24 countries
Source: prod sessions table, country code derived from request IP. Live feed via api.theogrid.ai/v1/config/stats/geo with parchment-card seed fallback when the API is unreachable.
WHO WE ARE
Built by MindHYVE.ai
TheoAI™ is the Islamic scholarship platform of MindHYVE.ai — purpose-built to serve Muslim communities with transparent, evidence-grounded tools. MindHYVE.ai — our parent company — was founded in 2022 by Bill Faruki and is now a 156-person agentic AI lab with operations across the United States, Pakistan, and Africa, and sister projects in education (CNU, LaGrange, Open University of Kenya), healthcare (ChironAI™), and legal services (JustineAI™). TheoAI is built on the same Eve-Grid™ agentic infrastructure that powers those deployments.
MindHYVE.ai
A 156-person agentic AI company deployed across education, healthcare, and legal services. Pioneering agentic AI since 2022.
USA Today FeatureCalifornia Northstate UniversityLaGrange, GeorgiaConnected Africa Summit
Eve-Fusion™ cognitive engine · Eve-Grid™ infrastructure · Eve-Genesis™ training data
STRUCTURE
How we're organized
Parent Company
MindHYVE.ai, Inc.
Nevada C-Corporation. Product vision, AI research, and public-facing brand across all verticals.
Islamic Division
Eve-Theology, LLC
Dedicated subsidiary for Islamic scholarship products, corpus development, and community engagement.
Platform
TheoAI™
Three products — Theo (individual), Majlis (cohort), Mizan (enterprise) — all built on the same corpus.
MINDHYVE.AI PARENT-COMPANY DEPLOYMENTS
Real technology. Real institutions.
TheoAI is the Islamic-scholarship platform of MindHYVE.ai. Below are MindHYVE.ai’s verifiable deployments across education, healthcare, and infrastructure — the same agentic-AI stack TheoAI is built on.
March 2026
California Northstate University
ArthurAI™ ULE + ChironAI™ pharmacogenomics CDS
First U.S. health sciences university to deploy a reasoning-first agentic AI platform across the College of Pharmacy curriculum, with Dawn Directive™ AI fluency certification.
April 2026
Development Authority of LaGrange, Georgia
ArthurAI™ VLE + CLE workforce training
Adaptive workforce training across LaGrange’s manufacturing and industrial sector — Georgia International Business Park (GIBP) hosts 41+ international companies including Kia.
January 2026
Open University of Kenya
ArthurAI™ MOU
Strategic Collaboration MOU to integrate ArthurAI into OUK’s digital learning ecosystem.
October 2025
California Institute of AI (CIAI)
The Dawn Directive™
AI-authored curriculum: 18 courses, 1,000+ dynamically generated modules focused on AI literacy and fluency.
Q4 2025
Africa Headquarters — Nairobi
MindHYVE.ai regional expansion
Africa HQ launched in Nairobi as the operations base for healthcare and education deployments across Africa, South Asia, and the Baltic states.
September 2025
ChironAI™ — Global launch
AGI-Powered Clinical Decision Support
95% diagnostic accuracy. 70% reduction in documentation time. Multi-modal medical data processing, automated SOAP notes, advanced radiology image analysis.
IN THE PRESS
Coverage.
- PRNewswire CNU and MindHYVE.ai Deploy First Agentic AI Learning Platform in U.S. Health Sciences Education 2026-03-10
- GovTech Agentic AI Platform to Personalize Pharmacy Education at CNU 2026-03
- PRNewswire MindHYVE.ai and the Development Authority of LaGrange Announce Strategic Collaboration on AI-Powered Workforce Development 2026-04
- PRNewswire APAC MindHYVE.ai Unveils ChironAI: World’s First AGI-Powered Clinical Decision Support System 2025-09
- PRNewswire MindHYVE.ai Brings Agentic Intelligence and AGI Innovation to Africa’s Premier Tech Summit 2025-05-26 — Connected Africa Summit, Diani, Kenya
- PRNewswire MindHYVE.ai and The Open University of Kenya Announce Strategic Collaboration on AI-Powered Learning 2026-01
- TheCEOViews Bill Faruki: Pioneering Agent-Based Intelligence for Enterprise Transformation — Best CEOs to Watch 2025 2025
Every press item links to the source. List refreshed quarterly.
RESEARCH DIVISION
HYVE Labs
Eve-Fusion™
Cognitive reasoning engine powering multi-step theological analysis
Eve-Grid™
Azure-native infrastructure for secure, scalable AI deployment
Eve-Genesis™
250,000 training examples built from scholarly consensus
IPSC V3
668,436 documents across Quran, Hadith, Tafsir, and Fiqh
WHAT WE BELIEVE
Four commitments.
Transparency
Every answer surfaces its sources, confidence level, and limitations so scholars can judge independently.
Scholarly Rigor
Built for adab with texts — hierarchy of evidence, attribution, and careful language are non-negotiable.
Institutional Trust
Governance, data isolation, and audit-friendly architecture are first-class priorities, not afterthoughts.
Evidence-Based Reasoning
Reasoning is grounded in corpus operations. Human review remains central where stakes are high.
ROADMAP
What we’re shipping next.
v3.28
ʿIlal ingest (negative evidence)
al-Dāraquṭnī (4,348 entries) + Ibn Abī Ḥātim (638) + Tirmidhī al-Kabīr (1,264). Each ʿilal entry is a chain a classical scholar called out as defective — the negative-evidence layer.
v3.29–v3.32
12 more primary collections
Daylamī Firdaws, Ibn Saʿd Ṭabaqāt, Nasāʾī Sunan al-Kubrā, Bayhaqī al-Sunan al-Ṣaghīr, Bayhaqī Asmāʾ wa Ṣifāt, Ibn Wahb Jāmiʿ, Maʿmar Jāmiʿ, Ṣaḥīfat Hammām, Mullā ʿAlī Asrār, Abū Nuʿaym Maʿrifat al-Ṣaḥābah, Abū Nuʿaym Ḥilyat — each adds 5K–15K records.
Azure v4 cutover
v3.4 → v3.26 atomic alias swap
Re-export tier files with v3.26 corpus, refresh embeddings, atomic alias swap. Customers see no downtime; query URLs unchanged. Citation reproducibility preserved (v3.4 backing indexes remain queryable directly).
v4.0+
Mega-targets & full re-cluster
Ibn Jarīr Tahdhīb al-Āthār (7,092 records), Ibn Abī al-Dunyā corpus (~50 small works), al-Khaṭīb Tarīkh Baghdād, Ibn ʿAsākir Tarīkh Dimashq (90 MB sharded multi-week). Plus full re-cluster of all 457K+ records (clusterAssignment 39.2% → 95%+).
Public roadmap. Updated as releases land. See the corpus changelog for shipped releases.
SECURITY
Trust infrastructure.
Eve-Grid™ (Azure-native)
Microsoft Entra ID auth, Key Vault for all secrets, Private Endpoints for service-to-service traffic, App Insights observability
AES-256 Encryption
Data encrypted at rest (Azure-managed keys) and in transit (TLS 1.3)
GDPR & CCPA
Cookie consent v2 banner; data export and erasure on request; consent-gated analytics
Patent Pending
US patent applications filed for matn-criticism pipeline, NRS synthesis, and classical-dimension detectors
REACH US
Get in touch.
MindHYVE.ai, Inc. · Reno, Nevada, USA
QUESTIONS
What investors and institutional buyers ask
Who builds TheoAI?
TheoAI is the Islamic-scholarship division of MindHYVE.ai, Inc., a 156-person agentic AI lab founded in 2022 by Bill Faruki with operations across the United States, Pakistan, and Africa. The corpus and pipeline are built by the Eve-Theology, LLC team. TheoAI is one of several MindHYVE products alongside ArthurAI™ (education), ChironAI™ (healthcare), and JustineAI™ (legal).
How do you grade hadith?
A computational implementation of the classical Ibn al-Salah five-condition framework: continuous chain (ittiṣāl), narrator integrity (ʿadālah), narrator precision (ḍabṭ), absence of irregularity (shudhūdh), absence of hidden defects (ʿillah). Each narrator carries a 12-tier reliability score (NRS). Disambiguated by the Persistent Identifier (PID) tiebreaker pipeline, structurally validated, scholar-in-the-loop pending on residue queues. See ipsc.theogrid.ai/methodology for the 1,436-line technical specification.
Has TheoAI been independently audited?
Yes. IPSC operates under a continuous quality-and-audit cycle: a 33-test regression suite, a 7-test cross-field consistency check, the NAQD-1/2/3 adversarial framework, and a recurring external-examiner cadence. The most recent cycle drove a v3.11 methodology recalibration. The full audit-and-quality practice — pillars, recalibration timeline, and the open scholar-collaboration program — is published at ipsc.theogrid.ai/honesty.
What is the relationship between TheoAI and MindHYVE.ai?
MindHYVE.ai, Inc. is the parent company; Eve-Theology, LLC is the wholly-owned subsidiary that operates the IPSC corpus and the TheoAI product. TheoAI is built on the same Eve-Grid™ Azure-native infrastructure, Eve-Fusion™ reasoning engine, and Eve-Genesis™ training methodology that power the rest of the MindHYVE portfolio.
Where can I see the roadmap?
The Roadmap section on this page lists v3.27 NRS expansion, Phase 4 ʿIlal ingestion, Phase 6 12-collection expansion, and the Azure v4 corpus cutover. The full version-by-version timeline lives at /changelog (product) and ipsc.theogrid.ai/changelog (corpus).
بِسْمِ ٱللَّٰهِ ٱلرَّحْمَٰنِ ٱلرَّحِيمِ
What's your question?
I'm here. Ask me anything about Islam. Every source cited. Every chain verified.
Ask about any hadith, ruling, or scholar…449,415 graded hadith · 27,115 verified narrators · 95.2% Bukhari convergence