ARCHTIFICIAL.

00 — ENTERPRISE ARCHITECTURE & AI SECURITY SUITE 4 INSTRUMENTS

Discover, compile, present, and secure enterprise systems.

Four deterministic instruments in one suite: Discro for current-state AST discovery, GridWork for multi-cloud design and SOW scoping, Recitup for 4K walkthroughs, and RedHand for agentic AI runtime security.

SYS.TELEMETRY // DETERMINISTIC COMPILER PIPELINE0 HALLUCINATED NUMBERS
< 5msAST File Parse
M/M/cErlang-C Queue Math
COCOMO IISpecOps SOW & WBS
OWASP Top-10RedHand AI Guard

01 — CORE INSTRUMENTS SELECT TO INSPECT

Start with these

04 INSTRUMENTS · END-TO-END LIFECYCLE
FIG. DISCRO● SELECTED
AST INGESTION · 0 LLM TOKENS
INPUT 01basf-prod.tfstate
INPUT 02bank-cmdb.csv
H1 · Quick Win+$420/mo
H2 · Platform RAG+$1,180/mo
H3 · Agentic Mesh+$2,450/mo
TOGAF ADM PHASE B–DNYGARD ADR

Discro

01 · Discover
TOGAF ADM · ZERO-LLM AST INGEST · 3 HORIZONS
FIG. GRIDWORKSCHEMATIC
TOPOLOGY COMPILER & SOW
Queue Math (M/M/c)P99: 38.4ms
ARB Governance95/100 PASS
GCP$1,140/m
AWS$1,290/m
AZURE$1,250/m
TERRAFORM HCLSPECOPS WBS

GridWork

02 · Design
MULTI-CLOUD COMPILER · M/M/C MATH · SPECOPS SOW
FIG. RECITUPSCHEMATIC
4K 60FPS BROWSER STUDIO
● REC 00:02:1416:9 4K
“In Horizon 2, Cloud Armor and Apigee front the Vertex AI Agent while preserving the on-prem Oracle ledger...”
VOICE TELEPROMPTERON-DEVICE MP4

Recitup

03 · Communicate
4K 60FPS STUDIO · TELEPROMPTER · TRANSCRIPT EDIT
FIG. REDHANDSCHEMATIC
MCP GATEWAY & PASSPORTS
HONEYTOKEN TRIPFROZEN · ≤5s
Bait key blocked + Telegram alert sent
Ed25519 PassportSCOPED ✓
SHA-256 Black BoxVERIFIED ✓
TELEGRAM /FREEZE_ALLMCP TOOL PINNING

RedHand

04 · Secure
AGENT PASSPORTS · MCP GATEWAY · BLACK BOX & HONEYTOKENS
INSTRUMENT INDEX
01 / 04

Discro — Discover

DISCOVER STAGE

Ingests Terraform .tfstate, ServiceNow CMDB .csv exports, and enterprise RFPs deterministically in <5ms (0 LLM tokens). Maps brownfield assets into McKinsey H1, H2, and H3 architecture options with grounded citations and Michael Nygard ADRs.

DELIVERABLES: TOGAF Baseline Inventory · H1/H2/H3 Options Matrix · Consulting Brief (PDF & .md)

02 — INTERACTIVE WORKBENCH

Everything you need, in one suite.

Each stage hands its deterministic output to the next—from brownfield `.tfstate` to runtime AI firewall.

● DETERMINISTIC GUARANTEE

Identical architecture inputs always compile to byte-identical topologies, FinOps BOMs, M/M/c latency curves, and SpecOps SOW budgets.

01 // DISCRO LIVE PREVIEWINTERACTIVE
EXTRACTED TOGAF BASELINE ASSETS (4)
BigQuery Data Warehouse
DATA_WAREHOUSE
GCP
Internal Oracle Ledger DB
DATABASE
ON_PREM
AWS Marketing S3 Buckets
OBJECT_STORAGE
AWS
SAP S/4HANA Core ERP
ERP_SYSTEM
ON_PREM
ENGINE 01 · DISCRO AST & TOGAF COMPILERREADY
STAGE 01 · DISCOVER

Ingest real infrastructure artifacts. Zero hallucinated baseline assets.

Upload a Terraform .tfstate file, a ServiceNow CMDB .csv export, or an enterprise RFP. Discro's deterministic AST parser inventories every database, warehouse, and ERP in under 5ms and maps 3 McKinsey Horizon options.

DETERMINISTIC AST INPUT -> TOGAF ADM OUTPUT
// Parsed in 3.8ms (0 LLM Tokens)
Input:  tier1-retail-bank-cmdb.csv (4 TOGAF Baseline Assets)
Assets: [BigQuery Warehouse, AWS S3 Buckets, Oracle Core DB, Loan Middleware]
Output: H1 (+$420/mo) | H2 (+$1,180/mo) | H3 (+$2,450/mo) + Nygard ADRs

03 — DETERMINISTIC CAPABILITY CATALOG 22 VERIFIED PRIMITIVES

Engine specifications.

Deterministic current-state inventory and McKinsey Three-Horizons opportunity synthesis grounded in real regulatory and peer citations.

Zero-LLM Terraform .tfstate AST ParserNEW
+

Parses 60+ AWS, GCP, and Azure Terraform resource types into TOGAF ADM Phase B–D baseline assets in under 5ms with zero LLM token usage.

INVARIANT: 0 LLM Tokens · <5ms
ServiceNow & Enterprise CMDB CSV ParserNEW
+

Normalizes raw CMDB tables into typed databases, ERPs, data warehouses, and middleware connectors with automatic industry classification.

INVARIANT: 100% Deterministic
RFP Markdown Requirement ExtractorNEW
+

Extracts numbered functional, SLA, and compliance requirements (REQ-01..REQ-N) directly from enterprise RFP documents.

INVARIANT: End-to-End RTM
McKinsey Three-Horizons (H1 / H2 / H3) Matrix
+

Generates three distinct architectural options (Quick Win, Platform Scale, Autonomous Agentic) that reuse existing customer assets.

INVARIANT: H1 · H2 · H3 Topologies
Source Authority & Citation Sanitizer
+

Classifies regulatory, cloud vendor, and peer benchmarks by authority tier and strips any unsourced statistical claims.

INVARIANT: Zero Fabricated Claims
Volume I Executive Discovery Dossier (PDF)
+

Exports a boardroom-ready vector PDF and Markdown brief complete with Michael Nygard ADRs and incremental FinOps OPEX.

INVARIANT: Portrait & Landscape PDF

Security and control layer for AI agents connected via the RedHand MCP Gateway: Ed25519 Agent Passports, Telegram /freeze_all kill switch, Budget Guard, SHA-256 Black Box, Honeytokens, and MCP Tool Pinning.

Ed25519 Agent Passports & Inline MCP GatewayLIVE
+

Registers every agent (n8n, Claude, LangGraph, CrewAI, custom) with owner, backup owner, server/tool read-write scopes, expiry, and 10-minute Ed25519 tokens enforced at the fail-closed AgentWall proxy.

INVARIANT: 10-Min Ed25519 Tokens · Fail-Closed
Kill Switch, Safe Mode & Telegram /freeze_allLIVE
+

Freeze or revoke one agent, toggle organization-wide read-only Safe Mode, or send /freeze_all from Telegram on your phone to stop every connected agent within 5 seconds.

INVARIANT: ≤5s Global Revocation SLO
Budget Guard & Daily Tool-Call CapsLIVE
+

Enforces per-agent and organization-default daily tool-call limits with non-blocking in-memory metering, instant Telegram alerts, and opt-in auto-freeze on breach.

INVARIANT: 0 Hot-Path I/O · Auto-Freeze
SHA-256 Hash-Chained Black Box & DLP CaptureLIVE
+

Append-only per-organization timeline of every tools/call with one-click SHA-256 chain Verify, JSONL/CSV export, and opt-in 2 KB payload capture that scrubs secrets, emails, cards, and Malaysian NRICs.

INVARIANT: pgcrypto SHA-256 Chain · Verify
Planted Honeytokens & Decoy MCP ToolsNEW
+

Issues bait credentials (sk_live_…, AKIA…, passwords stored as SHA-256 digests only) and per-agent decoy tools in tools/list. Any touch is refused before upstream, alerts Telegram in <10s, and freezes the agent.

INVARIANT: <10s Alert · Zero Bait Stored
Bilingual MCP Scanner & SHA-256 Tool PinningNEW
+

Scans pasted manifests or live registered MCP servers for hidden English & Bahasa Malaysia instructions (measured by redhand bench) and pins SHA-256 tool hashes on tools/list to block post-approval rug pulls.

INVARIANT: EN + BM Rules · SHA-256 Tool Pins

04 — HYPERSCALER ROSETTA STONE

Cloud providers.

VENDOR-NEUTRAL BY DESIGN

Compile any architecture once and pivot deterministically between Google Cloud, AWS, and Azure with side-by-side FinOps BOM comparison.

05 — ARCHITECTURAL RIGORTOGAF ADM · NYGARD ADRS · ERLANG-C · COCOMO II

WHY ARCHTIFICIAL

Deterministic by design.

Generic AI wrappers hallucinate cloud prices, invent compliance controls, and draw unverified boxes. Archtificial separates creative synthesis from mathematical truth—enforcing catalog pricing, queueing math, ARB security rules, and runtime AI guardrails in pure deterministic code.

PORTABLE DELIVERABLESTERRAFORM HCL · DRAW.IO · PDF · SOW · 4K MP4

06 — PRACTICE & ADVISORY ENTERPRISE DELIVERY

Architecture & engineering practice.

Alongside the four software instruments, our principal architects partner with enterprise teams to design, govern, and ship production cloud and AI systems.

PR-01VERTEX AI · BEDROCK · RAG

AI Agents & Retrieval Systems

Design and delivery of enterprise AI agents grounded in internal warehouses and documents, with deterministic tool-call policies and evaluation.

Deliverable-backed engagement→
PR-02GCP · AWS · AZURE LANDING ZONES

Cloud Foundations & Migration

Zero-trust landing zones and phased TOGAF brownfield migrations planned to eliminate downtime and preserve existing database investments.

Deliverable-backed engagement→
PR-03OWASP LLM · SOC 2 · HIPAA · PCI-DSS

Agentic Security & RedHand Audits

Runtime prompt-injection firewalls, IAM tool-call envelopes, Cloud KMS CMEK encryption, and formal Architecture Review Board (ARB) defense.

Deliverable-backed engagement→
PR-04M/M/C QUEUING · COMMITMENT ARBITRAGE

FinOps & Capacity Engineering

Erlang-C saturation modeling, cache-offload optimization, and multi-cloud FinOps rightsizing that tie cloud spend directly to throughput.

Deliverable-backed engagement→
PR-05TERRAFORM · CI/CD · SPECOPS WBS

Platform Engineering & GitOps IaC

Modular Terraform foundations, automated policy-as-code pipelines, and COCOMO II Work Breakdown Structure delivery governance.

Deliverable-backed engagement→
PR-06EXECUTIVE SIGN-OFF · ADR GOVERNANCE

Principal Architecture Advisory

Independent review of multi-horizon AI roadmaps, build-vs-buy trade-offs, and Michael Nygard Architecture Decision Records.

Deliverable-backed engagement→
Iqbal Assyraf — Founder & Lead Solutions Architect
PRINCIPAL ARCHITECTIqbal AssyrafFounder · Archtificial

Direct executive architecture review & programme assurance.

Work directly with Iqbal Assyraf on TOGAF baseline discovery, multi-cloud ARB defense, SpecOps SOW scoping, and RedHand agentic security audits.