feat: close 3 more competitive gaps — recommendations engine, multi-madhab Faraid, draft will PDF
Closes 3 of the remaining 4 gaps from the competitive benchmark: - Coverage Dashboard now has a rule-based recommendations engine (recommendations.js) surfacing plain-language next steps from data already in the app — exposed assets, missing Wassiyah, unverified assets, unlinked liabilities, missing insurance/Zakat setup, insufficient attestors, no agent assigned, no Waqf configured. - Faraid Calculator gains a madhab selector (Shafi'i/Hanafi/Maliki/ Hanbali) encoding the one well-documented divergence this engine's existing rules touch: whether radd extends to a sole-heir spouse (Hanafi: yes; Shafi'i/Maliki/Hanbali: no, residue unallocated). Ja'fari (Shia) is honestly gated as unsupported rather than silently computed with Sunni rules, since it's a structurally different classification system, not a parameter tweak. faraid.test.js grows from 14 to 17 cases covering the divergence and the gating. - Wassiyah tab gains a 'Generate draft will document' button producing a formatted, statutory-style DRAFT will (declaration/revocation, executor appointment, bequest schedule, witness attestation blocks) via browser print-to-PDF — no new PDF dependency. Clearly watermarked 'DRAFT — NOT EXECUTED, requires physical signing and witnessing.' Not a claim of legal validity, a lawyer-reviewable starting point. The 4th gap (human-in-the-loop professional tier) remains open — out of scope for a self-serve prevention tool. COMPETITIVE_BENCHMARK.md updated to reflect closed/partially-closed status on each item. Covered by e2e-gaps-round2.cjs (14/14) plus 3 new faraid.test.js cases. Full regression: 226/226 across all suites.
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@@ -45,21 +45,30 @@ differentiators:
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- **Coverage %, genealogy tree, insurance/liabilities, asset verification** — this granularity
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does not exist anywhere else in the set.
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## Gaps to close
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## Gaps — status
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1. **No legally-filable Will output.** The single biggest gap — every commercial competitor's
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core deliverable is a document that can be taken to a lawyer/court/Amanah Raya. Nur Falah
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generates coverage data and "execution packets," not a notarizable legal instrument.
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2. **No Zakat calculator.** Increasingly table-stakes for this category (Rafiq's core pitch),
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and a natural extension of the existing Asset Registry.
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3. **Single madhab assumption.** The Faraid calculator doesn't expose or let a user pick a
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school of jurisprudence — Rafiq's explicit 5-school support is a credibility signal worth
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matching for a global (not just Malaysia) audience.
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4. **No human-in-the-loop / professional tier.** Every competitor pairs software with a lawyer
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or consultant.
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5. **No AI guidance layer.** Legacy Logic's "personalized report" and Rafiq's contextual
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coaching both nudge users toward gaps in plain language; Nur Falah's Coverage Dashboard shows
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the gap but doesn't recommend what to do about it beyond static info panels.
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1. **Legally-filable Will output — partially closed.** Wassiyah tab now generates a formatted,
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statutory-style DRAFT will document (declaration/revocation, executor appointment, bequest
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schedule, witness attestation blocks) via a print-to-PDF flow, clearly watermarked "DRAFT —
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NOT EXECUTED." This is a real time-saver for a lawyer to review and finalize, not a claim
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that the app produces a legally executed document — that still requires physical signing,
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witnessing, and jurisdiction-specific legal review. A fully legally-valid, notarized/filed
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output remains out of scope.
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2. **Zakat calculator — closed.** New per-member Zakat tab: Nisab check + 2.5% on cash, gold,
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silver, business assets, and investments, minus deductible liabilities.
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3. **Single madhab assumption — partially closed.** Faraid calculator now has a madhab
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selector (Shafi'i/Hanafi/Maliki/Hanbali) encoding the one well-documented divergence this
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engine's rules actually touch — whether radd (return of residue) extends to a sole-heir
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spouse. Ja'fari (Shia) is deliberately gated as unsupported rather than silently computed
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with Sunni rules, since it uses a structurally different classification system, not a
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parameter tweak.
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4. **No human-in-the-loop / professional tier — open.** Every competitor pairs software with a
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lawyer or consultant; Nur Falah remains self-serve only.
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5. **AI guidance layer — closed.** Coverage Dashboard now surfaces a rule-based
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recommendations list (exposed assets, missing Wassiyah, unverified assets, unlinked
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liabilities, no insurance logged, no Zakat set up, insufficient attestors, no agent
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assigned, no Waqf configured) — every recommendation traces to a concrete fact already in
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the app's data, not a generated guess.
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## Sources
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