Everything Theo does, counted from the source.
This is the whole customer-facing system, censused from the live codebase. Theo — the Digital Employee at the centre of this Agentic AI Operating System — reasons on Eve-Theology F5/reasoner, grounds every answer in primary sources with full chain-of-transmission, and delivers Evidence-Based Opinions, never edicts: a qualified human scholar remains the authority. Twelve groups, one system — the full inventory is below, andpublished in full for machinesso AI search and Eve can quote the same figures you read here.
Every figure is a code-truth floor, not a rounded-up headline, and covers the customer-facing product only — internal operations tooling is excluded from every count on this page. The IPSC corpus product is censused separately below (20+ features, a separate, openly published surface beneath Theo). Majlis and Mizan are planned surfaces on the waitlist and are not counted here.
Twelve groups, named capability by capability.
Each group below carries its census count and a named, representative selection of what is inside it — the same map published in the machine-readable corpus. For the six capability deep-dives, readhow it works; for the reasoning architecture, readthe F5/reasoner.
Theo streams Evidence-Based Opinions with visible reasoning depth.
- Token-streamed chat
- EBO card rendering
- Reasoning-mode badge (Quick / Reasoner / Deep / Taḥqīq)
- Reasoning-trace block
- Taḥqīq root-analysis card
- Scholarly reflection
- Orchestrated multi-step message
- Suggestion & interactive chips
- Text-to-speech playback
Inline primary sources with full chain-of-transmission and narrator reliability.
- Inline hadith & verse cards with detail sheets
- Citation badges & links
- Evidence map
- Isnād chain
- Narrator chain & reliability tiers
- Parallel chains
- Chain analysis
- Asbāb al-Nuzūl (occasions of revelation)
- Hadith scope selector
The reasoner calls 14 named corpus tools to ground every answer.
- search_hadith
- search_quran
- find_evidence
- find_related_verse
- find_commentary
- find_asbab_nuzul
- find_parallel_transmissions
- analyze_chain
- check_chain
- verify_narration
- assess_narrator
- get_narrator_profile
- search_rijal
- search_ilal
Orchestration, methodology guards, and integrity checks wrap every response.
- Orchestrator
- Agent planner
- Complexity classifier
- Sensitivity classifier
- Adversarial-input detector
- Methodology guard
- Output guard
- Integrity guard
- Citation provenance
- Citation extraction
- Evidence chain
- Evidence network
- Knowledge graph
- Thinking filter
- Pastoral-care routing
- Uncited-claim heuristic
Durable, user-visible conversational memory and journey tracking.
- Conversation memory
- Memory extractor
- Vector memory
- In-chat memory indicator & preview
- Journey summary & tracker
Save, revisit, share, and explore the sources directly.
- Conversation history & drawer
- Bookmarks
- Share page, sheet & preview
- Grade explainer
- Corpus explorer
Passwordless auth, PWA install, five-locale RTL delivery.
- Passwordless sign-in & sign-up
- Magic-link verify
- Password reset with strength meter
- PWA install
- Settings
- i18n across English, Arabic, Urdu, Indonesian & Malay with full RTL
Sponsor and gift access; a matched, tracked sadaqah pool.
- Sadaqah donor
- Matched sadaqah pool
- Gift activation & sheet
- Recipient onboarding
- Impact tracking
Season-aware tools tied to the Islamic year.
- Dhul-Hijjah tracker
- Qurbani calculator
- Islamic-calendar service & events
Free daily questions with a clear path to Theo Plus.
- Upgrade panel & screen
- Checkout
- Plus upsell & value-triggered nudge
- Anonymous-signup gating (free daily questions)
- Billing portal
Two dozen scheduled workers keep seekers engaged and accounts healthy.
- Daily, session & weekly digests and pushes
- Learning nudges
- Taḥqīq follow-ups
- Milestones
- Dormant & seasonal re-engagement
- Win-back
- Unfinished-conversation recovery
- Onboarding drip
- Lead nurture
- Trial-expiry reminders
- Renewal & subscription reminders
- Dunning
- Gift-expiry
- Sadaqah matching & reclaim
- Islamic events
A computationally graded hadith corpus, every grade traceable to its inputs.
- Provenance & audit
- Isnād authentication
- Matn analysis
- Transmission clusters & graph
- Narrator identity resolution
- Taqwiyah independence
- NAQD fabrication detection
- Corpus search
- Glossary
- Methodology
- Three-tier API (Public / Research / Scholar)
Live corpus figures are published on ipsc.theogrid.ai — the source of truth for corpus counts.
What holds the two hundred and ninety up.
These are counted separately so the census above stays a measure of what a seeker can actually touch. Underneath it, the platform runs on:
Plus append-only audit, tenant isolation, PII scrub, GDPR retention and purge automation, and Key Vault-held secrets.
Read the system behind the census.
How Theo reasons, grades, and grounds — and the corpus every answer stands on.