TheoAI Full capability inventory

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, and published in full for machines so AI search and Eve can quote the same figures you read here.

Counted from the codebase Verified 2026-08-16
290+ customer-facing capabilities
200+ user-facing features
70+ AI / agentic capabilities 14 named corpus tools plus reasoning, guardrail, and memory services
24 background automations

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.

The twelve groups A browsable map of the census

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, read how it works; for the reasoning architecture, read the F5/reasoner.

01 — Conversational reasoning & EBO delivery 9 capabilities

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
02 — Evidence, isnād & provenance 11 capabilities

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
03 — Corpus retrieval & analysis tools 14 capabilities

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
04 — Reasoning orchestration & guardrails 16 capabilities

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
05 — Memory & personalization 5 capabilities

Durable, user-visible conversational memory and journey tracking.

  • Conversation memory
  • Memory extractor
  • Vector memory
  • In-chat memory indicator & preview
  • Journey summary & tracker
06 — History, sharing & corpus exploration 5 capabilities

Save, revisit, share, and explore the sources directly.

  • Conversation history & drawer
  • Bookmarks
  • Share page, sheet & preview
  • Grade explainer
  • Corpus explorer
07 — Account, access & localization 6 capabilities

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
08 — Giving: Sadaqah & gifting 5 capabilities

Sponsor and gift access; a matched, tracked sadaqah pool.

  • Sadaqah donor
  • Matched sadaqah pool
  • Gift activation & sheet
  • Recipient onboarding
  • Impact tracking
09 — Seasonal & Islamic calendar 3 capabilities

Season-aware tools tied to the Islamic year.

  • Dhul-Hijjah tracker
  • Qurbani calculator
  • Islamic-calendar service & events
10 — Billing, plans & upgrade 5 capabilities

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
11 — Engagement & lifecycle automations 24 capabilities

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
12 — IPSC — Islamic Primary Source Corpus 20+ capabilities

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.

Under the hood Posture, not features

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:

88 data entities under the product
30 compliance & security controls
4 reasoning modes — Quick, Reasoner, Deep, Taḥqīq
CoVe chain-of-verification on the answer path
Integrity methodology-integrity scanning on every response
100% synthetic training data (Eve-Genesis)

Plus append-only audit, tenant isolation, PII scrub, GDPR retention and purge automation, and Key Vault-held secrets.

Go deeper

Read the system behind the census.

How Theo reasons, grades, and grounds — and the corpus every answer stands on.