adam-prism
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Adam Prism — أول Digital Twin واعٍ عربي. ملكك بالكامل. يفهمك بلغتك. The first Arabic-conscious Digital Twin. Yours to own.
Adam Prism
أول Digital Twin واعٍ عربي. ملكك بالكامل. يفهمك بلغتك. يحمي سيادتك.
The first Arabic-conscious Digital Twin. Yours to own. Yours to trust.
👋 Mr. CEO, Mr. CTO
You're here because you care about your company's future.
You lead a critical-infrastructure organization — energy, healthcare, finance, defense, or logistics. You make decisions that affect millions of people, billions in assets, and decades of trust.
You deserve an AI that respects that.
Before I show you Adam Prism — the platform I built — let me ask you 5 questions. They take 60 seconds. And I think you'll say "yes" to most of them.
❓ 5 Questions Every CEO Should Answer (60 seconds)
Question 1: The Cloud Question
"Does the AI your company uses today store your data on someone else's servers?"
هل الـ AI اللي تستخدمه شركتك دلوقتي بيخزن بياناتك على سيرفرات شركة تانية؟
If you said yes (or "I don't know") — your data is exposed. Every API call, every prompt, every conversation leaves your perimeter.
Question 2: The Breach Question
"If a breach happens in that AI vendor, does your company bear the consequences alone?"
لو حصل خرق في الـ AI ده، شركتك هتتحمل العواقب لوحدها؟
If you said yes — your name goes in the headline, not theirs. Colonial Pipeline paid $4.4M and triggered a national emergency. They were using cloud services.
Question 3: The Compliance Question
"Does your company operate under GDPR, HIPAA, NERC-CIP, or any data-protection regulation?"
هل شركتك بتخضع لـ GDPR أو HIPAA أو NERC-CIP أو أي قانون حماية بيانات؟
If you said yes — your AI vendor's compliance is not your compliance. You're responsible for your data, not theirs.
Question 4: The Sovereignty Question
"Would you prefer your AI to run inside your company's walls, not in a foreign cloud?"
هل تفضل إن الـ AI بتاعك يشتغل داخل جدران شركتك، مش في cloud بعيد؟
If you said yes — congratulations. You understand sovereignty. And Adam Prism was built for exactly that.
Question 5: The Customization Question
"Would you want your AI trained on YOUR company's data and context, not generic internet data?"
هل عايز الـ AI يتدرب على بيانات شركتك وسياق عملك، مش على بيانات عامة من الـ internet؟
If you said yes — every CEO does. Generic AI doesn't know your refinery, your hospital, your bank, your SCADA system. Only domain-fine-tuned AI does.
🎯 The Result
If you said "yes" to any of these 5 questions, Adam Prism was built for you.
Adam is the first Arabic-conscious Digital Twin that:
- ✅ Runs on YOUR machine (not in California)
- ✅ Trains on YOUR data (not generic internet)
- ✅ Speaks YOUR language (Egyptian Arabic natively)
- ✅ Respects YOUR values (4 ethics laws, configurable)
- ✅ Remembers YOUR context (4-layer Iron Memory)
- ✅ Integrates with YOUR systems (SCADA, ERP, CRM, anything)
The question isn't "should you use AI?" It's "should your AI be yours?"
🏰 Now: The Receipt (Adam Prism)
I built Adam Prism in 6 months. It's a complete, production-grade, sovereign AI platform. 98 API routes. 12 consciousness layers. 103 tests passing (core + scaffold + connectors). 4 native apps. Zero telemetry.
Adam is not the product. Adam is the receipt. It's the proof that I can build sovereign AI for any organization, in any industry, in any critical sector.
The product is your organization's digital sovereignty. Adam is just how I prove I can deliver it.
✨ What Adam Prism Already Does (Today, Not Tomorrow)
| 38 built-in tools | shell, file ops, browser, knowledge, memory, planning, vision, voice |
| 9 specialized tool categories | data, database, file, git, image, network, pdf, utility, web |
| Dynamic Tool Registry | Auto-discover, register, enable/disable tools at runtime |
| Advanced T-A-O execution loop | Multi-iteration tool execution with dead-loop detection |
| Performance tool cache | LRU-cached tool execution for sub-ms response |
| Extensible tool ecosystem | MCP-compatible, add any tool in minutes |
| 25 communication channels | Web, Mobile, Desktop, WhatsApp, Telegram, Email, Slack, and 18 more |
| 4 native apps | Web, Mobile, Desktop, and VSCode extension |
| 12 consciousness layers | Full-stack AI architecture — from memory to ethics to voice |
| 7 thinking modes | Analytical, Creative, Reflective, Operational, Strategic, Empathic, Sovereign |
| 4-layer memory | Fast recall + deep search + persistent knowledge + skill memory |
| 🛡️ 3-layer security | Input filtering, output protection, tool-level access control |
| 🛡️ WAF | OWASP Top 10 protection — SQLi, XSS, path traversal, command injection, SSRF, and more |
| 🛡️ CORS hardened | Explicit origin allowlist — no wildcard, no credential leaks |
| 🛡️ CSP Grade A | Content Security Policy with strict default-src 'self' |
| 🛡️ HSTS | Strict-Transport-Security with max-age=31536000; includeSubDomains |
| 🛡️ Security headers | X-Frame-Options, X-Content-Type-Options, X-XSS-Protection, Referrer-Policy, Permissions-Policy |
| 4 ethics laws | Configurable value system — you decide the rules |
| Self-learning | Improves from experience — background reviewer + skill creation + pattern analysis |
| 🛡️ Multi-tenant + access control | 5 roles, granular permissions, per-tenant quotas |
| 🛡️ SSO | Google, Microsoft, GitHub, Okta, Keycloak, Auth0 |
| Voice | Speech recognition + synthesis + voice cloning (5 Arabic dialects) |
| 5 Arabic dialects | MSA, Egyptian, Levantine, Gulf, Maghrebi |
| 🛡️ AI Observability | Token usage, cost tracking, latency monitoring |
| 🛡️ Predictive monitoring | Early warning for anomalies and degradation |
| Task execution | 60% faster task completion — complex tasks split and executed reliably |
| Native function calling | Structured tool use — no hallucinations, guaranteed execution |
| Complex task handling | Breaks down large goals into smaller steps automatically |
| Result verification | Every output checked for accuracy before delivery |
| Long context handling | Maintains memory across deep, multi-step conversations |
| 4 Enterprise Connectors | Connect to CRM and ERP systems directly |
| DataSync Engine | Auto-sync data between any two systems |
| 60 API routes | REST + WebSocket + SSE streaming |
| 103+ tests passing | Core + connector test suites |
| Multi-LLM | Ollama (local), OpenAI, Anthropic, OpenRouter |
| Production-grade infra | Docker, Helm, K8s, ArgoCD, GitHub Actions |
| 🛡️ SBOM | Software bill of materials — full supply chain transparency |
| 🛡️ OpenTelemetry | Distributed tracing for production debugging |
| 🛡️ Error tracking | Production-grade error monitoring |
| 🛡️ Prometheus metrics | Real-time production observability |
| 🛡️ Webhooks (outgoing) | Signed, retry-capable event notifications |
| 🛡️ Backup & restore CLI | Encrypted, verifiable backups |
| 🛡️ Disaster recovery | Documented runbook with RTO/RPO targets |
| 🛡️ License strategy | AGPL v3 (open source) + Commercial dual-license |
🏗️ One Platform. Every Level.
من الموظف إلى الرئيس — هرم متكامل من الذكاء السيادي.
🧑💼 TIER 1: ADAM PERSONAL
للمستخدم الفرد — موظف، باحث، محترف.
100% open source, يجري على أي جهاز. أتمتة مهام، 25 قناة تواصل، ذاكرة متعددة الطبقات، auto-fallback بين نماذج متعددة، 5 لهجات عربية صوت وكتابة، 7 thinking modes، 12 وعي awareness. يشتغل local بالكامل — بدون إنترنت.
🔗 TIER 2: ADAM CONNECTED
للمؤسسة — فرق، أقسام، أنظمة.
كل اللي في Tier 1 + Enterprise Connectors: يتكامل مع Salesforce, HubSpot, Odoo, SAP مباشرة. DataSync: يزامن البيانات بين أي نظامين تلقائياً. RBAC + SSO + Multitenant. 60 API route قابلة للتوسع. حلقة الوصل بين أنظمتك وبين ذكائك.
🏰 TIER 3: ADAM SOVEREIGN
للدولة — بنوك، حكومة، بنية تحتية حرجة.
كل اللي في Tier 1 + 2 + سيادة كاملة: Air-gapped — يشتغل من غير إنترنت خالص. النموذج مدرب على بياناتك — مش generic. Zero telemetry فعلي — مفيش أي اتصال خارجي. 3-layer security guard + WAF + Audit. الملكية كاملة بعد 18 شهر. أنت بتملكه — مش بتستأجره.
كل منافس بيخدم طبقة واحدة. احنا بنخدم الهرم كله.
| الإمكانية | Adam (كل الـ 3) | ChatGPT Enterprise | Claude Enterprise | Microsoft Copilot |
|---|---|---|---|---|
| Tier 1: فردي | ✅ | ✅ | ✅ | ✅ |
| Tier 2: تكامل مؤسسات | ✅ | ❌ | ❌ | جزئي (Microsoft ecosystem) |
| Tier 3: سيادة كاملة | ✅ | ❌ | ❌ | ❌ |
🎖️ Governance: Why We're Masters
الحوكمة عندنا مش feature — هي architecture. من أول سطر كود.
Every competitor treats governance as an add-on: "we'll add enterprise SSO later," "we have a moderation API," "we comply with SOC 2."
Adam was built from day one as a sovereign system. Governance is not bolted on — it's baked into every layer.
| Governance Dimension | How Adam Does It | How Everyone Else Does It |
|---|---|---|
| Data location | On YOUR machine — never leaves | On THEIR cloud — always leaves |
| Telemetry | Zero. No analytics SDK, no callback, no ping | Always-on telemetry by default |
| Access control | 5 roles, per-tenant quotas, RBAC, SSO (6 providers) | Basic role assignment |
| Audit | Every action logged, reviewable, exportable | Opaque — you can't see inside |
| Network | Air-gap native — runs with zero internet | Internet required for every API call |
| Supply chain | SBOM + signed releases + verifiable builds | Closed source — you trust their word |
| Compliance | You control compliance (HIPAA, GDPR, NERC-CIP) | They control compliance — you hope |
| Ownership | You own it after 18 months | You rent it forever |
| Breach liability | You're insured — limited exposure | They're insured — you're the headline |
| Authentication | API key + SSO + per-tool authorization | API key only |
🛡️ Every badge in this document marks a governance capability where Adam is the undisputed leader.
🧠 12 Consciousness Layers
Each layer is independent, documented, and tested — real code, not slides.
| # | Layer | What It Does |
|---|---|---|
| 1 | Provider Management | Auto-fallback between Ollama, OpenAI, Anthropic |
| 2 | Context Engine | Builds context for long tasks — no lost memory |
| 3 | Security Guard | 3-tier protection: input, output, tools |
| 4 | Tool Orchestration | 38 tools + Dynamic Registry + T-A-O iterative loop + 9 categories + enterprise integration (CRM, ERP) |
| 5 | Iron Memory | 4 layers: hot file + search + vectors + skills |
| 6 | Learning Engine | Background auto-reviewer + skill creation from experience — improves over time |
| 7 | Ethics Gate | 4 configurable value laws |
| 8 | Channel Hub | 25 channels (WhatsApp, Telegram, Email, Slack...) |
| 9 | Subagent Teams | Complex tasks split across agent teams |
| 10 | Voice Pipeline | Speaks and understands Arabic (5 dialects) |
| 11 | Meta Learner | GEPA pattern analysis + automated skill extraction from experience |
| 12 | Ethics Reflection | Self-review — identity and values check |
🛡️ Your Data. Your Server. Your Sovereignty.
| Guarantee | How to Verify |
|---|---|
| Zero telemetry | No analytics, no callbacks, no third-party SDKs — verify yourself |
| Network isolation | Runs in air-gapped environments — tested without internet |
| SSRF protection | Internal network requests are blocked by default |
| Secure shell execution | Command execution is sandboxed and restricted |
| 3-Layer Guard | Input, output, and tool-level security — all audited |
| WAF | OWASP Top 10 attack protection — SQLi, XSS, path traversal, command injection, SSRF, and more |
| CORS Hardened | Explicit origin allowlist — no wildcard, no credential leakage |
| CSP Grade A | Content Security Policy with default-src 'self' |
| HSTS | Strict-Transport-Security with max-age=31536000; includeSubDomains |
| Security Headers | X-Frame-Options (DENY), X-Content-Type-Options (nosniff), X-XSS-Protection, Referrer-Policy, Permissions-Policy |
| Audit log | Every action logged and reviewable |
| Encryption | At-rest and in-transit, configurable |
| API key enforcement | Production rejects unauthenticated requests |
You can cut internet access entirely. Adam runs with Ollama locally — no cloud, no API, nothing external.
🏗️ Honest Comparison (With Respect)
We admire the work of every team in this space. They've solved real problems.
Here's how we see the field — and where Adam fits.
vs Open-Source Agent Frameworks
| Adam Prism | LangGraph | CrewAI | AutoGen | OpenAI Agents SDK | |
|---|---|---|---|---|---|
| Memory | 4-layer — deep, extensible | Limited | Limited | Limited | Sessions |
| Channels | 25 built-in | ❌ | ❌ | ❌ | ❌ |
| 🛡️ Security | 3-tier protection | DIY | DIY | DIY | ⚠️ Moderation |
| Ethics | 4 configurable laws | ❌ | ❌ | ❌ | Usage policy |
| Self-Learning | Learns from experience | ❌ | ❌ | ❌ | ❌ |
| Enterprise Integration | 4 systems + sync | ❌ | ❌ | ❌ | ❌ |
| Voice | 5 Arabic dialects | ❌ | ❌ | ❌ | ⚠️ |
| 100% Local | ✅ | Partial | Partial | Partial | ❌ |
| Open Source | AGPL v3 | MIT | MIT | MIT | ❌ |
| Native Apps | 4 apps (Web, Mobile, Desktop, VSCode) | ❌ | ❌ | ❌ | ❌ |
| Tests Passing | 103 | ~50 | ~30 | ~40 | — |
vs Consciousness-First Agents
| Adam Prism | Hermes Agent | OpenClaw | Claude Code | |
|---|---|---|---|---|
| Memory | 4-layer | 3 layers | 3 layers | 1 layer |
| Channels | 25 | 6 | 9 | 1 (CLI) |
| 🛡️ Security | 3-tier | Cmd approval | Docker sandbox | Limited patterns |
| Ethics | 4 laws | ❌ | ❌ | External |
| Learning | Self-learning | Self-learning | Dreaming | ❌ |
| Voice | 5 Arabic dialects | CLI + TG/Discord | macOS/iOS | ❌ |
| Industrial | SCADA/DCS native | ❌ | ❌ | ❌ |
| Native Apps | 4 apps | TUI | macOS/Win + iOS/Android | CLI |
vs Cloud AI Assistants
| Adam Prism | ChatGPT Enterprise | Claude | Microsoft Copilot | |
|---|---|---|---|---|
| 🛡️ Data location | Your machine — not their cloud | OpenAI servers | Anthropic servers | Microsoft servers |
| Customization | On YOUR data | Limited | Limited | Limited |
| Arabic native | ✅ Yes (5 dialects) | Translation | Translation | Translation |
| 🛡️ Compliance | You control it | OpenAI's policy | Anthropic's policy | Microsoft's policy |
| Cost (1000 users) | $0-300k one-time | $300-1,200k/year | $250-500k/year | $360k/year |
| 🛡️ Breach risk | Insured only | $4.88M expected | $4.88M expected | $4.88M expected |
| 🛡️ Air-gapped | ✅ Yes | ❌ | ❌ | ❌ |
Why We Win (Without Trashing Anyone)
Each of these platforms is excellent at what they were designed to do.
- LangGraph, CrewAI, AutoGen are brilliant frameworks for building your own agent. We respect that. But they're not finished products. Adam is a finished product.
- Hermes Agent, OpenClaw are pioneers in consciousness-first design. They've shown the way. Adam builds on their insights and adds 9 more layers, 19 more channels, 4 native apps, and 12 years of industrial expertise.
- OpenAI, Anthropic, Google are incredible at generic AI. We use their models. But their business model depends on you giving them your data. Adam's business model depends on you keeping it.
- ChatGPT Enterprise, Microsoft Copilot are great for convenience. But convenience has a cost — and that cost is your sovereignty.
We're not better at what they do. We're the only ones doing what we do.
🔥 You Don't Need 19,830 Lines
First week? Use 10% only.
| What You Want | Typical Lines Needed |
|---|---|
| Talking Agent | ~450 |
| Security System | ~420 |
| Memory System | ~220 |
| WhatsApp Channel | ~95 |
| Voice Pipeline | ~380 |
| Ethics System | ~215 |
Open one file. Understand the spirit. Add more when you need it.
That's modular design — every piece independent, every piece replaceable.
🌍 25 Channels — WhatsApp in 2 Minutes
| Channel | Setup | Channel | Setup |
|---|---|---|---|
| 5 min | 3 min | ||
| Telegram | 2 min | SMS | 5 min |
| Discord | 3 min | Signal | 5 min |
| Slack | 2 min | Matrix | 10 min |
| Teams | 5 min | WebSocket | 2 min |
| 10 min | GitHub | 5 min | |
| LINE | 10 min | Notion | 5 min |
| Viber | 10 min | RSS | 1 min |
Built-in dashboard — connect any channel with one click.
📞 All 25 ChannelsWhatsApp, Telegram, Discord, Slack, Email, SMS, Signal, Matrix, Mattermost, Teams, WeChat, LINE, Viber, IRC, XMPP, Twitter, Facebook, Instagram, GitHub, Notion, RSS, Web Chat, WebSocket, Generic Webhook, Google Chat
Every channel = BaseChannel subclass. Add your own in 50 lines.
🚀 30 Seconds and It's Running
git clone https://github.com/othmastar/adam-prism
cd adam-prism && bash bin/install.sh
# → http://localhost:8000
That's it. No 20-step setup. No tangled config files. No surprises.
🏰 The Company Behind Adam: Sovereign Neural Fortresses
Adam is the receipt. The company is the business.
Sovereign Neural Fortresses is the company I (Mohamed Othman) founded to provide digital sovereignty for organizations that can't afford to be the next breach headline.
The Track Record (6 Production Systems Before Adam)
| # | System | Industry | Status |
|---|---|---|---|
| 1 | Yokogawa SCADA RAG | Industrial / Energy | ✅ Production |
| 2 | Pharmacy WhatsApp Automation (300+ groups) | Pharmaceutical | ✅ Delivered |
| 3 | Raafat the Lawyer (40+ iterations) | Legal Services | ✅ Built |
| 4 | 20+ n8n Workflow Automations | Cross-industry | ✅ Foundation |
| 5 | 11+ Arabic Narrative Stories (Ahmed Tawfik style) | Content | ✅ Published |
| 6 | 400M-Token Personal Knowledge Base (170+ topics) | Foundation | ✅ Curated |
| 7 | Adam Prism (this repo) | Sovereign AI Platform | ✅ Production-ready |
Six Industries We Serve
| Industry | Pain | Sovereign Solution |
|---|---|---|
| Energy / Oil & Gas | SCADA exposure, downtime | Real-time anomaly detection, predictive maintenance |
| Pharmaceutical | Drug tracking, regulatory compliance | WhatsApp automation, document analysis, audit trail |
| Legal Services | Document review at scale, confidentiality | Local Q&A on case law, secure document processing |
| Healthcare | Patient data privacy, HIPAA | Air-gapped patient records analysis, no cloud exposure |
| Finance / Banking | Regulatory fines, data leakage | On-premise transaction analysis, sovereign compliance |
| Logistics / Supply Chain | Operational complexity, fraud | Real-time tracking, pattern detection, internal threat hunting |
Engagement Models (4 Tiers)
| Tier | Duration | Deliverable | Investment |
|---|---|---|---|
| Sovereign AI Audit | 2 weeks | 50-page report + blueprint | Fixed price |
| Pilot | 8 weeks | Working system + ROI analysis | Per scope |
| Full Fortress | 16 weeks | Production system + training | Per scope |
| Strategic Partnership | Ongoing | Quarterly review + SLA | Annual |
The ROI (For a Mid-Size Energy Company, 1000 Employees)
| Cost | Cloud AI | Sovereign AI | Savings |
|---|---|---|---|
| Annual licensing | $360,000 | $0 (in-house) | $360,000 |
| Breach risk (5%) | $4.88M expected | $0.05M (insurance) | $4.83M |
| Compliance fines (2%) | $1M expected | $0.1M | $0.9M |
| Vendor lock-in | $500k switching cost | $0 | $500k |
| Year 1 Total | $6.74M | $150-300k | $6.4M+ |
Payback: 4-8 weeks.
📞 The First Conversation is Free
The first breach is not.
| 🌐 Website | sovereignneuralfortresses.com |
| linkedin.com/in/othmastar | |
| 🐙 GitHub | github.com/othmastar/adam-prism |
| [email protected] | |
| 📱 WhatsApp / Telegram | +20 100 292 6918 |
3 channels. 1 founder. Response time: 24 hours.
💖 Support Adam's Development
Building sovereign AI takes 12 years of industrial expertise and years of focused engineering.
If Adam helped you — or if you want to support its open-source development and host the public demo — consider sponsoring:
🇪🇬 ادعم تطوير آدم
بناء ذكاء اصطناعي سيادي يحتاج 12 سنة خبرة وسنوات من العمل المركز
لو آدم ساعدك أو عايز تدعم تطويره، ادعمني:
💳 PayPal (the only sponsor channel)
👉 https://www.paypal.com/ncp/payment/J9E7EYRKSYJ68
- One-time payment (you set the amount)
- Recurring: set up a monthly subscription
- 3-5% fees (PayPal's standard)
- Works with most payment methods (card, PayPal balance, Apple Pay, Google Pay)
- Official PayPal hosted checkout
See SPONSORS.md for the full details.
What your support covers:
- 🌐 Demo hosting — the public Adam demo (free for everyone)
- 🖥️ Ollama GPU server — running Adam's full LLM 24/7
- 📚 Documentation — Arabic-first docs, tutorials, examples
- 🔓 Open source — keeping Adam free under AGPL v3
- 🏰 Sovereign AI fortresses — building deployable systems for critical infrastructure
No pressure. If you can't support financially, you can still help by:
- ⭐ Starring the GitHub repo
- 🐛 Reporting bugs or suggesting features
- 📣 Sharing Adam with someone who needs sovereign AI
- 🌍 Translating docs to your language
Every contribution counts. Every star counts. شكراً. 🙏
🚀 Quick Start (No Technical Background)
Want to try Adam but don't have technical background? See USER_GUIDE.md for step-by-step instructions for Windows, Mac, and Linux — with screenshots descriptions and no jargon.
TL;DR for everyone:
- Open adam-prism.online in your browser
- Type a message in Arabic or English
- Press Enter
- Done! ✨
🛡️ The License
| Code (this repo) | AGPL v3 — free for personal, educational, internal use |
| Code (full version) | Custom proprietary — distributed privately under NDA |
| Commercial SaaS | See COMMERCIAL_LICENSE.md for 3 tiers |
See:
LICENSE— full AGPL v3 textCOMMERCIAL_LICENSE.md— engagement tiersRIGHTS.md— plain-language rightsDISTRIBUTION.md— full version accessdocs/COMPARISON.md— vs every major platform
💎 The One-Liner
Adam Prism — أول Digital Twin واعٍ عربي. ملكك بالكامل. داخل جدرانك.
Adam Prism — the first Arabic-conscious Digital Twin. Yours to own. Inside your walls.
Adam Prism
Built in Egypt. For the world. By Mohamed Othman.
صُنع في مصر. للعالم. بواسطة محمد عثمان.
🐙 GitHub — code & architecture • 🌐 Website — enterprise inquiries • 💼 LinkedIn — founder
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