ENTERPRISE ONLY · NO CONSUMER
ADAPTIVE INTELLIGENCE ECOSYSTEM
Complete Enterprise Feature & Architecture Map · 2026
S.A.L.T CI — Scalable · Advanced · Local · Trustworthy
Central Intelligence Framework. A self-hosted on-premise enterprise AI platform combining 62+ core capabilities with an expanding MCP Universe of specialist intelligence servers, purpose-built for data sovereignty, enterprise governance, and autonomous operational intelligence.
Central Intelligence Framework. A self-hosted on-premise enterprise AI platform combining 62+ core capabilities with an expanding MCP Universe of specialist intelligence servers, purpose-built for data sovereignty, enterprise governance, and autonomous operational intelligence.
62+
Core Features
20+
MCP Servers
10+
AI Providers
100%
On-Premise
∞
Users · No Limit
0
Data Leaves Org
∞
Endpoint Apps
You Can Build
You Can Build
ADAPTIVE AI : Tailored To Your Touch · Scalable Intelligence, Securely Personalised
01 System Architecture — 6-Layer Stack
UNIFIED ACCESS LAYER
🖥️
3D Desktop Companion
Electron · Windows First
Floats above all windows
Planned
+
🌐
3D Browser Companion
Chrome Extension · Any Website
Overlay on active browser tab
Planned
+
🧠
SALT Assist
assist.salt.ci · PWA + Desktop
Universal Intelligence Workspace
Re-Design
— Single window to the entire S.A.L.T CI ecosystem
Layer 1
🎯
User Interface
Web Chat UI
PWA Mobile
Voice I/O
Multi-language
Dark/Light themes
PWA Mobile
Voice I/O
Multi-language
Dark/Light themes
Layer 2
🤖
AI Orchestration
Model switching
Load balancing
Fallback routing
Response caching
Rate limiting
Load balancing
Fallback routing
Response caching
Rate limiting
Layer 3
🧠
Intelligence Core
RAG pipeline
Vector search
Embeddings
Auto-citations
Vision RAG
Vector search
Embeddings
Auto-citations
Vision RAG
Layer 4
⚡
Agentic Framework
MCP servers
Custom agents
Tool calling
Code execution
Pipelines
Custom agents
Tool calling
Code execution
Pipelines
Layer 5
💾
Data & Storage
Vector database
Knowledge base
Collections
Chat history
DB connectors
Knowledge base
Collections
Chat history
DB connectors
Layer 6
🔐
Security Layer
RBAC
SSO / LDAP
OAuth 2.0
Encryption
Audit trails
SSO / LDAP
OAuth 2.0
Encryption
Audit trails
02 S.A.L.T CI Core Features — 62+ Enterprise Capabilities
🤖
LLM & Model Support
6 FEATURES · 10+ PROVIDERS
- GPT-4o · Claude 4 Opus/Sonnet · Gemini Pro
- DeepSeek V3/R1 · Mistral · Groq · Azure
- Ollama — 100% local, zero external dependency
- Mid-conversation model switching
- Concurrent multi-model comparison queries
- Any OpenAI-compatible custom endpoint
🎨
User Interface
8 FEATURES
- Markdown · code highlight · rich text rendering
- Voice I/O — STT + TTS in 20+ languages
- Responsive PWA · mobile native-like experience
- Custom brand themes per workspace/client
- 20+ languages · full RTL support
- Keyboard shortcuts · power user mode
- Conversation folders, search, versioning
- Prompt library · variable injection
📚
RAG & Knowledge Management
8 FEATURES
- PDF · DOCX · XLSX · PPTX auto-chunking
- Semantic vector search with embeddings
- URL web scraping → knowledge base
- Shareable document collections per team
- Automatic source citations in AI responses
- Vision RAG — images & diagrams indexed
- Hybrid search (semantic + keyword)
- Knowledge base versioning & update propagation
⚡
Agents, Tools & Automation
8 FEATURES
- Custom domain-specific AI agents
- MCP server — advanced tool integration
- Real-time web browsing & research
- Python code interpreter + data visualisation
- Image generation (Stable Diffusion / DALL-E)
- Multi-step automated pipelines
- Tool discovery via OpenAPI specification
- Agent-to-agent communication protocols
🔐
Security & Compliance
10 FEATURES
- Role-based access control (RBAC) granular
- SSO · LDAP · Active Directory integration
- OAuth 2.0 · OpenID Connect
- End-to-end encryption at rest and in transit
- Complete audit trail and compliance logs
- API key management per user/workspace
- Content filtering and safety guardrails
- Session management · 2FA
- Data retention policy controls
- Air-gapped deployment supported
⚙️
Administration & Deployment
10 FEATURES
- Docker · docker-compose one-command deploy
- Multi-tenant workspace isolation
- Unlimited concurrent users — no seat licensing
- Usage analytics and cost tracking per model
- REST API for all platform operations
- Webhook and notification integration
- Custom branding per workspace/client
- Backup · restore · disaster recovery
- Model performance monitoring dashboard
- White-label deployment capability
🎭
Custom AI Models
6 FEATURES
- Build named models on any base LLM
- Per-model system prompts and personas
- Attach specific tools and MCPs to models
- Bind knowledge collections per model
- Model-level access control and permissions
- Fine-tune behaviour without touching code
👁️
Vision & Multimodal
6 FEATURES
- Image upload and deep visual analysis
- Document OCR and structure extraction
- Live camera capture → AI analysis
- Video frame-by-frame analysis
- Multi-image comparison and diff
- IRIS Vision MCP for deep intelligence reports
03 Data Intelligence — Connect Any Enterprise Data Source
INTELLIGENCE DASHBOARD MCP — DIRECT DB INTEGRATION · LIVE KPI · NATURAL LANGUAGE INTERFACE
Connect to any existing database or enterprise system — no data migration required. S.A.L.T CI reads live from your systems, runs natural language queries, generates reports, detects anomalies, and delivers intelligence briefings automatically. Ask in plain BM or English — get instant insight from your own data.
DATABASES · ODBC CONNECTORS
PostgreSQL
Open source relational
MySQL / MariaDB
Web-scale relational
Microsoft SQL Server
Enterprise RDBMS
Oracle Database
Enterprise RDBMS
MongoDB
Document NoSQL
Redis
In-memory cache/store
ClickHouse
Analytics / OLAP
Elasticsearch
Search + analytics
ENTERPRISE SYSTEMS · API CONNECTORS
SAP ERP / S/4HANA
Finance · HR · Supply chain
HIS (Hospital Info System)
Clinical · patient data
HRIS / PeopleSoft
Human resource data
LMS (Moodle / Canvas)
Student · learning data
FMS / Accounting
Financial management
SCADA / IoT Feeds
Operational telemetry
ERP / Supply Chain
Inventory · procurement
Any REST / GraphQL API
Custom system connector
INTELLIGENCE OUTPUTS
- Ask in plain BM or English — no SQL knowledge needed
- Live KPI dashboard from any connected system
- AI anomaly alerts before they become crises
- Predictive indicators from cross-stream data
- Trend narratives — AI explains what the numbers mean
- Board reports auto-generated from raw data
- Variance analysis: actual vs budget vs forecast
- Drill-down queries via natural language chat
- Export to DOCX, PDF, Excel on demand
- Real-time refresh: live / 5-min / hourly
- No data migration — reads from existing systems
- Multi-source correlation across departments
"What is our Q3 clinical bed occupancy vs target, broken down by ward?" → instant live answer from HIS database, no report request, no waiting.
04 Tools Universe — Built-in Capabilities Available to Every AI Model
Every tool below can be enabled per model or per agent. S.A.L.T CI calls tools autonomously during reasoning — no manual step needed. Enterprise admins control which tools are available per workspace, team, or user role.
Web Search
Real-time web research · Google · Bing · SearXNG self-hosted
Code Executor
Python · Node.js · sandbox execution · data analysis · charting
Image Generator
Stable Diffusion · DALL-E · Flux · local GPU · commercial safe
Data Visualiser
Charts · graphs · dashboards generated from any data source
Document Converter
PDF → DOCX · XLSX → JSON · any format conversion pipeline
API Connector
Call any REST/GraphQL API · OpenAPI spec auto-discovery
Communication
Email · Teams · Slack · WhatsApp gateway integration
Calendar & Schedule
Microsoft 365 · Google Workspace · meeting management
Database Query
Natural language → SQL · any connected enterprise database
File Management
SharePoint · OneDrive · local file operations via Local Agent
Calculator / Math
Symbolic math · financial calculations · unit conversions
Translator
BM · EN · ZH · TA · AR · 100+ language pairs · dialect-aware
Knowledge Search
Semantic retrieval from any connected knowledge collection
Maps & Geospatial
Location intelligence · asset mapping · routing analysis
05 Functions Universe — What S.A.L.T CI Can Do With Any Content
Apply any of these intelligence functions to any content — documents, databases, audio, images, or live data feeds.
📝 Generation
- Meeting minutes from audio/transcript
- Reports from raw data or database
- Policy documents from requirements
- Tender specifications and BOQ
- Contract drafts from terms
- Training content from SOPs
- Code from natural language spec
🔍 Extraction
- Key decisions from meeting recordings
- Action items with owner and deadline
- Structured data from unstructured text
- Tables from documents and images
- Named entities: person, org, location
- Financial figures from reports
- Risk and compliance issues from docs
📊 Analysis
- Financial variance analysis and commentary
- Risk assessment from any document
- Sentiment and tone analysis
- Comparative analysis across multiple docs
- Performance trend analysis from data
- Compliance gap analysis vs standards
- Anomaly detection in operational data
🔄 Transformation
- Translate documents across 100+ languages
- Convert format: audio → DOCX → PDF
- Summarise long docs to executive brief
- Expand bullet points to full paragraphs
- Formal ↔ informal tone conversion
- BM dialect normalisation to formal BM
- Markdown to branded professional DOCX
✅ Validation
- Compliance check against regulations
- Contract clause completeness review
- Tender specification compliance matrix
- Financial figure accuracy cross-check
- Policy vs practice gap identification
- PDPA / data privacy screening
- Shariah compliance assessment
🎯 Classification
- Document type identification
- Urgency and priority scoring
- Topic and category tagging
- Risk level rating (High/Med/Low)
- Sentiment: positive/negative/neutral
- Image: product/medical/vehicle/person
- Email/query routing to correct department
🚨 Alerting
- KPI threshold breach detection
- Anomaly in financial or operational data
- Deadline and milestone approaching
- Compliance risk escalation trigger
- Unusual pattern in access logs
- Inventory below reorder level
- Patient vital signs deviation alert
🔮 Prediction
- Budget absorption forecast
- Patient bed demand prediction
- Staff attrition risk scoring
- Student at-risk early warning
- Procurement demand forecasting
- Maintenance schedule optimisation
- Revenue and expense projections
06 MCP Universe — Specialist Intelligence Servers
Architecture: Each MCP is an independent FastAPI container. S.A.L.T CI calls them via tool calling — users never leave the chat interface. MCPs can call each other and share data flows.
Live
Next Build
Active Pursuit
Planned / R&D
Local Server
★ ACCESS LAYER — OPERATIONAL INTELLIGENCE APPLICATIONS
✅ Liveterminal.salt.ci
Nexus Shell — S.A.L.T CI Terminal
Intelligent Electron Desktop Terminal
Electron desktop application — not web-based. S.A.L.T CI as the AI co-pilot for every command, log, and session. Autonomous task execution mode operational — used to deploy S.A.L.T CI platform itself. 100% local. Air-gap & classified network ready.
- Natural language → shell command generation
- Autonomous mode — multi-step task execution with approval gates
- Live log intelligence — anomaly detection inline
- Session memory — per-server AI context
- SSH · SFTP · RDP · VNC · X11 full protocol support
🔶 75% Operationalperisai.salt.ci
S.A.L.T CI PERISAI
Full-Spectrum Cybersecurity Intelligence Platform
PERISAI (Malay: Shield) — 60+ security tools orchestrated by S.A.L.T CI intelligence. Core platform operational. Expanding features continuously. Full launch Q3 2026.
- Offensive: Nmap · Metasploit · Nuclei · Burp Suite · Shodan
- Defensive: Wazuh · Suricata · Zeek · Wireshark · YARA
- DFIR: Volatility · Autopsy · Sleuth Kit · Timesketch
- Intel: MITRE ATT&CK mapping · CVE enrichment · IOC correlation
- GRC: ISO 27001 · NACSA · PDPA Malaysia · PCI DSS · SOC 2
Operational: IRIS ✅ · MOM Studio ✅ · LOGHAT ✅ · Arch Intel ✅ · 3D Browser Companion ✅ · Nexus Shell ✅ · PERISAI 75% 🔶 · 3D Desktop Companion 🔜
🎙️ VOICE & AUDIO INTELLIGENCE — 7 SERVERS
LiveLocal
Audio Intelligence MCP
Meeting Audio → Minutes of Meeting
Record → transcribe → structured DOCX. 95.8% coverage on 81-min BOD. RM0.22/meeting. Multi-client branding.
- Groq Whisper (44s for 81-min recording)
- Speaker identification and role attribution
- MOM / AGM / EXCO / any meeting format
- Branded DOCX with company logo per client
NextLocal
Live Scribe
Real-time chunked transcription
30-second rolling chunks. Meeting ends — transcript complete. No upload needed. Keyword intelligence.
- RESOLUTION · ACTION · DECISION keyword alerts
- Clinical mode: medication and diagnosis flags
- HSSE mode: incident and near-miss flags
- Teams/Zoom virtual audio cable integration
Liveloghat.salt.ci
Dialect Voice Studio
8 Malaysian dialects · Own Voice · Executive Voice
Real native speaker clones via ElevenLabs PVC. Professional voice cloning captures actual accent and cadence.
- Tier 1: Kelantanese · Kedahan · Sabahan · Sarawakian · Perakian · Nogori · Johorean · Manglish
- Tier 2: Own Voice — 30-60min session clone
- Tier 3: CEO/brand ambassador voice
PursuitLocal
Voice Agent
Full STT + LLM + TTS loop · sub-500ms
Speak a question, hear the answer. Knows meeting history, patient records, company data.
- Groq Whisper → Llama → Orpheus/ElevenLabs TTS
- Context-aware: tracks full conversation history
- Dialect-switchable per deployment site
- Raspberry Pi compatible for room deployment
R&DLocal
Multilingual Translate MCP
Audio in any language → BM or EN in one pass
Whisper translate handles STT + translation simultaneously. No quality loss from two-step process.
- BM · Mandarin · Tamil · Thai · Arabic → EN
- Kelantanese/Sabahan spoken → formal BM
- Bilingual DOCX output: EN + BM columns
R&DLocal
Voice Brief
Any text → professional audio briefing on demand
Executives consume intelligence briefings hands-free during transit. MP3 output to mobile or in-car.
- Meeting summaries · daily intelligence · KPI reports
- Vocal direction: [serious] [warm] [urgent]
- Multiple voices per section
- Arabic support for GCC deployments
R&DLocal
Hansard & Proceedings
Live transcription for legislative and formal proceedings
Dewan Rakyat · Dewan Negara · State DUNs · Tribunals · Courts. BM + EN + Tamil.
- Speaker identification: YB, Tuan Yang, counsel
- Procedural event tagging: division, vote, motion
- Parliamentary Q&A research support
📋 DOCUMENT INTELLIGENCE — 4 SERVERS
Live
MOM Studio
Document Intelligence Studio — studio.salt.ci
Orchestrates Audio MCP + IRIS. 9 document formats. PWA. Auth-gated with S.A.L.T CI API key.
- MOM · AGM · Memo · Classroom · Workshop · Interview · Site Visit · Briefing · Custom
- Audio + whiteboard + name cards + supporting docs
- Custom branding per session — logo + footer
- Native python-docx — no external dependencies
PursuitLocal
e-Court Intelligence MCP
Court transcription · judgment drafting · case scheduling
Real-time for High Court to Magistrate. Full case lifecycle intelligence.
- Speaker role ID: judge, counsel, witness
- Procedural tagging: objection, ruling, exhibit
- Judgment structure drafting from hearing notes
- BM + English + Tamil civil/criminal/Syariah
PursuitLocal
Procurement Intelligence MCP
Tender analysis · vendor evaluation · RFQ/RFP drafting
End-to-end AI for the full public procurement cycle — spec to performance.
- Tender specification compliance checklist
- Vendor evaluation matrix with weighted scoring
- Price benchmark vs prior awards and market
- Contract obligation milestone tracking
R&DLocal
Guard MCP — Data Screening
PII detection · PDPA · OSA · Bursa · pre-delivery screening
Screen all AI outputs before delivery. Every flag logged. Immutable audit trail.
- PDPA PII: IC, phone, address, financial data
- OSA-relevant content for government deployments
- Anti-money laundering narrative pattern flags
- Configurable policies per organisation
🏢 SECTOR INTELLIGENCE — 8 SERVERS
Co-DevLocal
Clinical & Hospital Intelligence
Full hospital-wide AI intelligence
Clinical ops · diagnostics · pharmacy · patient flow · infection control · administration.
- Doctor speaks → SOAP note + ICD-10 coding
- Early triage: symptoms → acuity scoring
- Radiology report drafting from narration
- Bed occupancy prediction and discharge planning
- HAI surveillance and antibiotic stewardship
- Billing: clinical notes → ICD/DRG codes
PursuitLocal
Finance Intelligence MCP
Full enterprise finance AI
Budgeting · reporting · AP/AR · treasury · audit · fraud detection · investment analysis.
- Management account narrative from trial balance
- Board financial report auto-generation
- Invoice processing and GL coding
- Cash flow forecasting and treasury management
- Fraud pattern detection
PursuitAir-gapped
Defence & Operational Intelligence
SITREP · training · sonar narratives · asset readiness
All compute on-premise. No external API ever. Zero data egress.
- SITREP from field notes and sensor data
- Trainee readiness scoring and washout prediction
- Asset readiness from maintenance logs
- Multi-level classification document handling
PursuitLocal
Oil & Gas Operations Intelligence
Shift handover · PTW · HSSE · well operations
End-to-end for upstream and downstream O&G — shift handover to regulatory reporting.
- Shift handover: voice → structured report
- Permit to Work generation and compliance check
- Field photo → equipment condition report
- Well operations log and production briefing
PursuitLocal
Government Ministry Intelligence
Docs · policy · parliamentary Q&A · KPI
Ministry-wide AI — documentation, briefings, policy, correspondence, performance tracking.
- Parliamentary question research and response
- Cabinet submission and policy paper drafting
- KPI and national deliverable tracking
- Programme budget absorption monitoring
Co-DevLocal
Academic Intelligence MCP
Exam generation · student analytics · campus ops
Full institutional academic AI — exam papers to campus-wide operational intelligence.
- Exam generation: SPM · CEFR · STAM · MUET aligned
- At-risk student detection and intervention matching
- Faculty CPD tracking and performance analysis
- Academic senate documentation
Co-DevLocal
Islamic Finance Intelligence
Shariah compliance · fatwa · sukuk · waqf · zakat
AI Shariah compliance layer for Malaysia's Islamic finance ecosystem. GCC export-ready.
- Shariah contract review: murabaha, sukuk, ijarah
- AAOIFI and BNM Shariah Standards compliance
- Fatwa database search with applicability analysis
- Waqf asset management and zakat calculation
Co-DevLocal
Pharma & Life Sciences Compliance
NPRA registration · ADR reporting · GMP audit
Automate the full NPRA compliance and pharmacovigilance documentation burden.
- NPRA drug registration form auto-population
- ADR narrative from spontaneous field reports
- Signal detection from aggregated adverse events
- GMP audit gap analysis vs NPRA and WHO
👁️ VISION & SPATIAL INTELLIGENCE — 3 SERVERS
Live
IRIS Vision Intelligence MCP
Any image → deep intelligence report
13 classification categories. Autonomous web research. 4-language output. Dual MYR pricing. PWA with gold HUD.
- Product · business card · medical · vehicle · document · scene · equipment · signage · artwork
- Gemini 2.0 Flash Vision via OpenRouter
- SearXNG + DDG autonomous research
- EN / BM / ZH / TA multilingual + MYR pricing
Live40%
Architectural Intelligence MCP
Natural language → complete design package
Building-type agnostic — any typology without code changes. LLM assigns zones, geometry engine executes.
- SVG floor plan: grid · columns · doors · windows
- Blender 4.1 headless 3D Cycles rendering (4 views)
- Branded A3 PDF design package
- DXF export via ezdxf (AutoCAD ready)
- Phase 3: Tukang RAG model for Malaysian typologies
R&D
Form Intelligence MCP
Photograph any form → structured data + pre-fill
Government forms (JPA, LHDN, SSM), medical records, tax forms — photographed and digitised.
- Field extraction against known form schemas
- Completion guide in BM + English
- Integration with government digital portals
- Malaysian public sector digitisation focus
👥 HUMAN CAPITAL INTELLIGENCE — 3 SERVERS
R&DLocal
Corporate Learn MCP
Voice-driven training · SOP assessment · compliance
Upload any SOP → auto-generate voice-driven training. Staff answer by speaking, AI evaluates in real time.
- SOP/policy → structured training module
- Progressive difficulty assessment
- PDPA · anti-bribery · HSSE · AML compliance cert
- CPD tracking and completion reporting
- BM · EN · Mandarin · Tamil delivery
R&DLocal
HR Intelligence MCP
Resume parsing · interview scoring · workforce planning
Full HR function AI from recruitment through workforce planning and attrition prediction.
- Resume → structured candidate profile in seconds
- Interview audio → scoring rubric vs competencies
- HR document generation: offer letter, warning letter
- Attrition prediction and succession gap analysis
PursuitLocal
Education Intervention Analysis
At-risk detection · intervention matching · military analytics
AI analysis of performance data to identify at-risk learners and match to interventions.
- Multi-variable at-risk detection from data patterns
- Military: trainee readiness + washout prediction
- Specialisation matching: profile → optimal corps
- Professional certification pass rate analysis
📊 INTELLIGENCE PLATFORM — 2 SERVERS
Co-DevLocal
Intelligence Dashboard MCP
Direct DB integration · live KPI · natural language interface · one-click export
Connect to HIS, HRIS, ERP, LMS, FMS, SCADA via API and ODBC. No data migration. Real-time refresh.
- AI anomaly alerts before they become operational crises
- Predictive indicators from cross-stream pattern analysis
- Ask "what is our Q3 bed occupancy vs target?" — instant live answer
- Executive briefing narrative generated on demand from live data
- Export to DOCX · PDF · Excel · PowerPoint on command
Co-DevLocal
Intelligence Helpdesk MCP
AI institutional helpdesk — SOPs · policies · manuals → answers
Ingests all SOPs, policies, circulars, manuals → AI answers staff, patient, student, and citizen queries with escalation routing.
- Hospital: patient queries, ward directions, appointment management
- University: student registration, financial aid, academic matters
- Government: citizen services, inter-agency protocol, ministry helpdesk
- Defence on-premise: standing orders, entitlements, admin queries
- O&G: HSSE standing orders, PTW procedures, site rules
💻 DEVICE INTELLIGENCE — 1 SERVER
Planned
Local Agent MCP — Runs on User's Device
AI writes files directly to your device · runs commands · opens apps
A lightweight bridge installed on the user's Windows/Mac/Linux machine. No file upload needed — AI creates, reads, and manages files directly where you work.
- Read/write files to any whitelisted folder
- Create DOCX, XLSX, PDF directly on device
- Run approved commands and scripts
- Open applications on user's machine
- Auth via S.A.L.T CI API key — no anonymous access
- Path whitelist — admin-defined allowed directories
- Command sandbox — approved operations only
- All actions logged to audit trail
USE CASES — NO UPLOAD, NO COPY-PASTE
- "Save this report to my Desktop as DOCX" → AI writes file directly
- "Create an Excel BOQ from this conversation" → file appears in Downloads
- "Run the deployment script in my project folder" → AI executes locally
- "Open Revit and import this DXF" → AI launches and operates the app
- "Organise my Downloads folder by date and project" → AI manages file system
- "Compress and archive last month's reports" → AI automates the task
⚠ Requires explicit user consent + admin-approved scope
07 SALT Assist — Universal Intelligence Workspace
🧠
SALT Assist
Universal Intelligence Workspace — for anyone who builds things: software developer, building developer, project manager, researcher, analyst, educator
assist.salt.ci PWA Electron
5 CANVAS TYPES — ALL v1 PRIORITY
Code Canvas
Syntax highlight · multi-language · run · debug · Git integration
Document Builder
Rich text · DOCX/PDF export · MOM Studio integration
Spreadsheet / BOQ
Formula · bill of materials · tender specs · cost tracking
Whiteboard
Drawing · mind map · diagram · AI-assisted design
Project Manager
Tasks · status · timeline · milestones · what's next
4-PANEL LAYOUT — RESIZABLE · DOCKABLE · DETACHABLE
Chat Panel
SALT CI · all MCPs · history · context-aware across sessions
Build Canvas
Active canvas type · AI generates directly into the workspace
Files & Output
Artifacts · DOCX · downloads · versions · MOM Studio output
Project Manager
Tasks · WBS · BOQ · tender · timeline · milestone
08 3D Companion — Desktop & Browser · Unified Access Point
🖥️
Planned
3D Desktop Companion
Electron · Windows First · Floats above all windows
- Floats as a persistent overlay above all open applications
- 3D avatar interface — voice-first interaction
- Full S.A.L.T CI chat access without opening a browser
- All MCP Universe accessible from one window
- SALT Assist workspace launch and control
- Screen awareness via IRIS Vision — proactive suggestions
- Hotkey → speak → AI responds in your dialect
- Local Agent MCP: write files to device from conversation
- Context carries across all apps on the desktop
Requires: Local Agent + IRIS Vision + Dialect Voice + SALT Assist
🌐
Planned
3D Browser Companion
Chrome Extension · Overlays any website or web app
- Chrome extension — works on any website
- 3D avatar floats over the active browser tab
- Reads page context — AI understands what you're viewing
- IRIS Vision analyses any image or document on screen
- Voice-activate on any web app — no tab switching
- Works with SharePoint, Teams Web, hospital systems, ERPs
- Injects SALT CI intelligence into any web workflow
- No data leaves the browser unless user permits
- API key auth — enterprise users only, admin-controlled
Works alongside Desktop Companion or standalone
09 AI Provider Stack · Data Sovereignty
🟢
OpenAI
GPT-4o · GPT-4.5
🟣
Anthropic
Claude 4 Opus · Sonnet
🔵
Google
Gemini Pro · Flash
⚫
Ollama Local
100% on-premise models
🔷
DeepSeek
V3 · R1 reasoning
🟠
Mistral AI
7B · 8x22B
🔴
Groq
Llama · Whisper
⚪
Azure OpenAI
Enterprise cloud
🟡
OpenRouter
50+ model gateway
🔘
Custom API
Any OpenAI-compatible
🔒
DATA SOVEREIGNTY
- 100% on-premise deployment
- Zero data to external when using local models
- All chat history on your hardware
- Knowledge base never leaves your network
- Meets defence, intelligence & healthcare data requirements
- Air-gapped deployment fully supported
- Audit logs stored locally
- GDPR / PDPA compliant architecture
- No seat licensing — unlimited users
- White-label deployment capable
10 Strategic Roadmap — Build · Infrastructure · Market · Marketplace
Q1–Q2 2026
Foundation
Foundation
Q2 2026
Voice
Voice
Q3 2026
Workspace
Workspace
Q4 2026
Companion
Companion
Q1 2027
Expansion
Expansion
2027+
Full Ecosystem
Full Ecosystem
🔨 BUILD TRACK — MCP, Tools & Feature Development
✓
Foundation
S.A.L.T CI Core 62+
Audio · Arch · IRIS
MOM Studio Live
Auth gate system
▶
Voice + Terminal
Dialect Voice Studio
8 Malaysian dialects
★ S.A.L.T CI Terminal
Intelligent SSH client
◎
Security + Workspace
SALT Assist v1
Local Agent MCP
★ PERISAI Cyber Intel
Full security platform
◇
Companion
3D Desktop App
3D Browser Extension
Finance · Clinical MCP
e-Court · Procurement
◈
Expansion
Tukang AI Model
Islamic Finance MCP
Defence Intelligence
Academic · HR MCP
∞
Full Ecosystem
Pharma · Guard MCP
Helpdesk · Voice Brief
Hansard · Form Intel
SALT Assist v2
🏗️ INFRASTRUCTURE TRACK — Deployment, Scale & Sovereignty
✓
Single Server
Docker on-premise
Single host deployment
Port-mapped MCPs
Manual updates
▶
Multi-Client
API key auth per client
Per-client branding
Custom domain URLs
salt.ci subdomain infra
◎
Multi-Tenant
Workspace isolation
Usage analytics per org
Automated deployment
Backup/DR automation
◇
Enterprise Scale
Load balancing
HA / failover cluster
Air-gapped packaging
GovCloud ready
◇
National Scale
Ministry-grade infra
MAMPU / MyGovCloud
Defence-grade isolation
Sovereign AI nodes
∞
Distributed
Edge AI deployment
Offline-capable nodes
Remote site AI packs
Sovereign AI fabric
📈 MARKET ADOPTION — Enterprise → National AI
✓
Proof of Concept
Pilot deployments
BOD meeting MOM
Architecture design
IRIS intelligence
▶
Early Adoption
GLC boardrooms
Hospital pilots
University trials
Active client pursuit
◎
Sector Penetration
Ministry deployments
O&G field intelligence
Courts & tribunals
Defence agencies
◇
National Presence
Federal ministries
GCC market entry
Islamic finance sector
Healthcare nationally
◇
National AI Platform
Most-deployed enterprise AI
Multi-ministry shared infra
National AI benchmark
Recognised Malaysian AI
∞
Sovereign AI Leader
Malaysia's most-used enterprise AI
GCC expansion
ASEAN sovereign AI
National AI standard
🛒 MARKETPLACE TRACK — MCP, Tools & Function Ecosystem
—
Internal Only
MCPs for own clients
No marketplace yet
Direct deployment
Manual setup
—
Registry
Internal MCP registry
Version management
Client-specific configs
API key distribution
◎
Beta Marketplace
MCP catalogue launch
One-click MCP install
Tools listing portal
Partner MCPs onboard
◇
Open Marketplace
Third-party MCP publish
Tools & function listing
Revenue share model
Certified partner badge
◇
Ecosystem
Developer SDK release
MCP build framework
Community MCPs
Sector-specific bundles
∞
National Exchange
Malaysia AI Marketplace
Govt-certified MCPs
Sovereign AI App Store
GCC marketplace entry
★ Unlimited Endpoint Apps — Build Any AI Solution on S.A.L.T CI
Every app below was built on S.A.L.T CI — so can yours. Days to build, not months.
IRIS, MOM Studio, LOGHAT, Arch Intelligence, Nexus Shell, PERISAI, and the 3D Browser Companion are all purpose-built applications running on the S.A.L.T CI platform. The platform provides the AI backbone, security, RBAC, audit trail, RAG, MCP protocol, and all provider integrations — your app only needs to implement the domain logic. Any partner, client, or integrator can build and deploy unlimited endpoint applications without additional AI licensing.
🏗️ What You Can Build
- Custom AI chat portal — per department, per brand
- Sector-specific document intelligence apps
- Voice-enabled field reporting tools
- Automated compliance checkers
- Industry workflow automation apps
- White-label AI workspaces for clients
- Kiosk or counter AI assistants
- Any AI endpoint — any domain, any sector
⚡ How Fast to Deploy
- MCP server scaffold: hours
- Frontend PWA: 1–2 days
- RAG knowledge base: 1 day
- Full branded endpoint app: 3–5 days
- Production deployment: same day
- All on existing S.A.L.T CI infrastructure
- No new AI licensing needed
- No new security compliance needed
♾️ Platform Reuse Advantage
- Reuse AI providers already integrated (10+)
- Reuse MCP servers already built (20+)
- Reuse RAG collections already indexed
- Reuse auth, RBAC, full audit trail
- Reuse on-premise security posture
- Each new app makes the whole platform stronger
- Zero per-app AI cost · Truly unlimited
🏭 EXAMPLE ENDPOINT APPS — ALL BUILDABLE ON S.A.L.T CI IN DAYS
Clinical Ward App
Doctor speaks → SOAP note · ICD-10 · discharge
- Voice → structured clinical documentation
- ICD-10/DRG coding from narration
- Medication reconciliation check
Court Transcription App
Live hearing → structured judgment draft
- Speaker role ID: judge, counsel, witness
- BM + EN + Tamil output
- Judgment structure from hearing notes
Shift Handover App
Voice → PTW · HSSE · asset readiness log
- Structured handover from spoken narration
- Permit to Work generation
- Field photo → equipment report
Parliament Q&A App
Question → researched response · cabinet submission
- Parliamentary Q research from ministry docs
- Cabinet paper and policy drafting
- KPI and programme tracking
Finance Dashboard App
Trial balance → board narrative · variance analysis
- Management account narrative generation
- Board financial report auto-generation
- Cash flow forecasting
Exam Generator App
Syllabus → exam paper · SPM · CEFR · MUET
- Exam paper generation from curriculum
- At-risk student early warning
- Faculty CPD tracking
SOC Intelligence App
Alerts → triage · MITRE mapping · incident report
- Alert enrichment and triage scoring
- MITRE ATT&CK correlation
- Automated incident report drafting
Your Custom App
Any domain · any workflow · deployed in days
- Define your domain and workflow
- S.A.L.T CI provides the AI backbone
- Your brand · your endpoint · your data stays on-premise