PURE v0.2 — Enterprise Email Governance Console

PURE Enterprise Email Governance Console

GITEX Ready

Interpretable Context Methodology (MWP/ICM): Deterministic inbound email triage, calibrated drafting in the verified voice of Karim (Pure Vita LLC, Dubai), and zero email dispatch without cryptographic human approval certified by tools/gate.py.

Immutable Runs

9 100% Tracked

Zero overwrite in runs/

Gate Clearance

100% 0 Bypass

Enforced by decision.json

Awaiting Human Tap

3 1-Tap Gate

Mandatory tap before dispatch

Cumulative Token Cost

$0.0065 Audited

Audited in run.json & runs-log

Deterministic Architecture Flow (MWP / ICM) Certified Invariants

Zero Agent Frameworks • Standard Library Only

01_TRIAGE

tools/queue.py

Deduplication on email ID, classified against matters.md, priority enforcement.

02_DRAFT

Karim Voice

Calibrated on 3 authentic emails (references/good). Direct answers, zero corporate fluff.

03_CHECK

tools/check.py

Deterministic linter: blocks banned phrases, unauthorized links, and unfilled placeholders.

HUMAN TAP

tools/decide.py

Explicit tap from Telegram channel. Hard rejection for missing by or duplicate decisions.

GATED SEND

tools/gate.py

The single gate. mail.py refuses dispatch without verified decision.json approved:true.

Recent Activity & Governance Queue

DEMO

Audited runs processed through Pure Vita's pipeline

Immutable Run	Subject & Sender	Category	Priority	Gate Status	Inspection

Strapi AI Copilot • PURE Governance

Connected directly to live tenant memory, deterministic linter rules (tools/check.py), and queue analytics.

Suggestions:

Press Enter ↵ to send, Shift+Enter for newline ● Connected to live tools/server.py

Stage 01: Inbound Classification tools/triage.py

Deterministic Triage Queue

Inbound emails are evaluated deterministically against _config/matters.md with strict deduplication on message ID before drafting.

Inbound Today

4

DIFC / Dubai SME Inquiries

Rule Match Rate

100%

Matched against _config/matters.md

Deduplication Check

Active (0 Duplicates)

Hash-verified on message ID

Inbound Messages Queue

Live incoming emails categorized by SLA priority

Message ID & Thread	Sender & Company	Matter Category	SLA Priority	Action

Interpretable Context Methodology

Pipeline Studio & Inbound Simulator

Simulate any incoming email in English or Arabic in real time. The system executes the 3 deterministic stages: 01_triage (classified against matters.md), 02_draft (drafted in Karim's authentic voice), and 03_check (deterministic linter), materializing an immutable run in tenants/demo/runs/ ready for human approval.

1. Incoming Inbound Payload

Select scenario or enter custom text

Dubai GITEX Presets (EN & AR):

Sender (From)

Subject

Email Body

2. Deterministic Pipeline Execution

Ready for Execution

Stage 01: Triage Classification LEAD TODAY

Validated on _config/matters.md: strictly assigned without arbitrary fallback.

Stage 02: Draft in Karim's Voice references/good calibrated

Hi Sarah, Thank you for reaching out regarding "Corporate wellness executive package inquiry". I have reviewed the details: our executive schedule is ready for December. You can view the full program outline and confirmed rates at https://purevitadubai.com. Let me know if you would like us to reserve the calendar slots. Karim Pure Vita LLC

Stage 03: tools/check.py --strict CLEAN (0 Errors)

No banned corporate phrases detected
Whitelisted link verified: purevitadubai.com
Authentic founder signature: Karim

Created Run Directory:

20261101T1736-inbound-email

Non-Negotiable Invariant

Omnichannel Executive Decision Simulator

Zero email dispatch is possible without an explicit decision.json with approved: true registered by tools/decide.py. Executives can review and sign from any of the 5 top messaging channels used in the UAE and globally: WhatsApp Cloud API (#1 in UAE/GCC), Slack Block Kit, Microsoft Teams, Email 1-Click Link, or Telegram.

Gate Status:

AWAITING_HUMAN_TAP

PV

Pure Vita LLC

WhatsApp Business • +971 50 839 2104 (Dubai DIFC)

online

PURE GOVERNANCE GATE (DIFC) #run-inbound

From: [email protected]

Subject: Corporate wellness executive package inquiry

Category: LEAD (Today)

Proposed Reply (Karim's Authentic Voice):

Hi Sarah, Thank you for reaching out regarding "Corporate wellness executive package inquiry". I have reviewed the details: our executive schedule is ready for December. You can view the full program outline and confirmed rates at https://purevitadubai.com. Let me know if you would like us to reserve the calendar slots. Karim Pure Vita LLC

Linter: CLEAN (0 errors) 17:36

Cryptographic Gate Verification

Channel: WhatsApp Business Cloud API

100% Deterministic

1. Presence of decision.json: VERIFIED

2. Field 'approved' Boolean: boolean true

3. Validation of decided_by & Channel: whatsapp:+971508392104 (Karim)

4. Deterministic Linter (check.py): CLEAN (0 err, 0 warn)

Gate Contract (tools/gate.py):

def gate(run_dir, root_rules):

if not decision.exists: return ["NO HUMAN TAP"]

if decision.approved is not True: return ["BLOCKED"]

if check.lint(draft, strict=True) errors: return ["LINTER BLOCKED"]

return [] # AUTHORIZED FOR DISPATCH

Live Channel Wire Payload (tools/channels.py) ▼

Architectural Guarantee: Even if an LLM hallucinated or an attacker crafted an adversarial prompt injection inside the email, mail.py terminates with exit code 1 unless this exact cryptographic human tap check passes.

references/good calibrated

Karim Voice Calibration & Real-time Linter

Karim's voice is calibrated on authentic founder emails in references/good/. Test any draft in English or Arabic in real time or persist guidelines directly to _config/voice.md on the server.

Karim Stylistic Parameters

Length: Concise (2-4 lines)

Telegraphic Concise Detailed

Formality: Direct & Professional

Casual Direct Formal

Warmth: Pragmatic & Courteous

Reserved Pragmatic High Touch

Live voice.md Directive:

Linter Sandbox (tools/check.py)

0 Errors

Test any sentence in real time (e.g. test banned phrases or links):

Draft CLEAN: 100% compliant with founder governance

Security & DLP Matrix

Deterministic Governance Policies

Policies are not opaque system prompts: they are structured markdown files evaluated deterministically by standard Python code.

_config/matters.md

01_triage

Allowed Triage Categories:

• Client today (4h)
• Lead today (4h)
• Supplier this week
• Newsletter ignore
• Spam ignore
• Escalation IMMEDIATE
• Other today

references/banned.md

03_check

Strictly Prohibited Expressions:

"hope this email finds you well"
"delve", "leverage", "seamless"
"at your earliest convenience"
"kindly be advised"
"cordiali saluti" / "distinti saluti"
"[Insert placeholder here]"

_config/can-see.md

gate.py

Link Whitelist Domains:

purevitadubai.com
booking.purevitadubai.com
portal.purevitadubai.com

Any external link outside the whitelist trips an immediate linter failure with exit code 1.

Immutable Ledger

Audit Log, Revisions & Token Costs

Every request creates an independent immutable directory under tenants/demo/runs/ with input.md, draft.md, run.json and decision.json.

Run Directory	Revision	Tokens In / Out	Cost (USD)	Decided By	Channel	Inspection

Step Title

Welcome to PURE