Clark
Intelligence Operating System
Clark — The Intelligence Operating System for the World Sovereign, vertically integrated AI foundation

An intelligence layer for browsers, devices, enterprises, and autonomous systems.

Clark is a new category of intelligence infrastructure: a full-stack ecosystem for high-bandwidth reasoning, autonomous orchestration, and real-world integration — not just another model.

Sovereign deployment: edge → cloud → national grids
Models: Tiny (1B) → Original (1.3T) Reasoning-first. Browser-native. Enterprise-grade.
Global Intelligence Fabric
Real-time orchestration across models, tools & agents
Clark Runtime
Reasoning Horizon
Long-context, multi-step autonomy
Traceable Auditable
Deployment Targets
Browser → Edge → Enterprise Grid
On-Prem Cloud Sovereign
Model Family Utilization Tiny → Original
Edge Apps Cloud Enterprise
High-determinism inference • Safety filters • Memory consistency Browser-native OS layer
01 · Vision

Why Clark exists

Clark treats AI not as a feature, but as the central nervous system of digital life — spanning individuals, enterprises, and sovereign actors.

Core Vision Human–AI symbiosis

Transforming how humans and machines interact with information

Clark exists to make intelligence instant, ambient, and everywhere — turning intent into action across browsers, devices, workflows, and systems.

  • Build the world’s most capable reasoning engine, accessible to every individual and enterprise.
  • Scale people’s capabilities, not just their time, by offloading cognition to a trusted intelligence layer.
  • Move from app-driven clicks to intent-driven interaction where interfaces fade into the background.
  • Become the global layer that lets people think faster, build faster, and live smarter.
Problem Landscape Why now

Clark is built for a world where traditional software and standalone models are no longer enough.

  • Information overload exceeds human processing capacity.
  • Software is rigid, siloed, and context-blind.
  • Models lack integrated ecosystems, memory, and tooling.
  • Enterprises need safe, sovereign intelligence infrastructure.
  • No platform today solves model → reasoning → integration → deployment → experience end-to-end.
Strategic Positioning Beyond “just a model”

Clark is simultaneously a model family, reasoning engine, developer platform, systems architecture, browser-native OS layer, and global intelligence network.

  • End-to-end system design: models, inference, memory, tools, safety, OS integration.
  • Architecture optimized for long-horizon reasoning and autonomy.
  • Truthfulness, stability, and auditability as first-class requirements.
  • Scales from pocket devices to national infrastructure.
02 · Clark Model Family

Reasoning-first models from 1B → 1.3T+

A harmonized spectrum of models — from ultra-light edge models to trillion-parameter sovereign systems — exposed through a consistent, developer-friendly API surface.

Clark Tiny
~1B params
Device / Edge Offline
Ultra-lightweight, optimized for low-latency offline tasks, embedded systems, and constrained environments.
Local-first analytics Wearables & IoT
Clark Small
~7B params
Consumer-grade Browsers
Designed for apps, mobile, and browser-native experiences where responsiveness and cost are critical.
Everyday copilots Consumer apps
Clark Small 2
~15B params
Enhanced reasoning Personalization
Stronger coding, summarization, and personalization; ideal for more demanding end-user experiences.
Knowledge copilots App backends
Clark Medium
~70B params
High-performance Cloud
General-purpose, high-performance model optimized for large-scale cloud inference across workloads.
Balanced performance Multi-tenant
Clark Large
~200B params
Enterprise-grade Analytical
Enterprise reasoning engine with superior coding, analysis, and governance-ready behavior.
Mission-critical Data-heavy
Clark Large 2
~350B params
Long-context Multimodal
Optimized for long-context reasoning and multimodal integration across documents, code, and media.
Complex pipelines Context hubs
Clark Large 3
~600B params
Ultra-dense Planning
Breakthrough abilities in planning, orchestration, and complex multi-step task execution.
Strategic agents Orchestration
Clark Large 4
~900B params
Multi-hop Decision-making
Deep decision-making across global systems, policies, and multi-agent environments.
System-level Governance
Clark Large 5
~1.1T params
Tera-scale Supervised autonomy
Sovereign tera-scale model capable of supervised autonomy across complex domains and institutions.
Sovereign AI National grids
Clark Original
~1.3T params
Flagship Research
Highest-end model for next-generation intelligence experiments and research-level reasoning.
Frontier R&D Exploration
03 · What Clark Enables

For individuals, businesses, and developers

A single intelligence backbone powering conversational computing, AI-native operations, and developer-first agent ecosystems across every surface.

Individuals Ambient intelligence

Natural, conversational computing

Use language, not interfaces, to navigate the web, knowledge bases, and day-to-day tasks.

  • Instant answers with explicit reasoning steps and citations.
  • Full-life management — tasks, reminders, planning, logistics.
  • Creative ideation for writing, design, music, and storytelling.
Individuals Context-aware

Context-aware browsing

Clark understands what you’re trying to do across tabs, apps, and devices.

  • Summaries of pages, documents, and threads in one step.
  • Intent-aware navigation through complex sites and workflows.
  • Persistent memory of projects and preferences.
Individuals Research-grade

Personal research engine

Move from search queries to structured investigations and long-term knowledge maps.

  • Deep comparisons, literature dives, and multi-source syntheses.
  • Saved investigations that update as the world changes.
  • Actionable briefs instead of raw search results.
Businesses AI-native operations

End-to-end workflow automation

Orchestrate agents, tools, and systems to handle entire processes, not just single steps.

  • Document processing and knowledge extraction.
  • Back-office workflows linked to your existing stack.
  • AI-driven analytics, reporting, and decision support.
Businesses Sovereign

On-prem / sovereign deployments

Deploy Clark as a private, regulated intelligence backbone in your own environment.

  • Air-gapped data centers with policy-driven access.
  • Full audit logs, traceability, and version rollback.
  • Compliance-ready across jurisdictions and sectors.
Businesses Customer-first

Zero-latency customer experiences

Move from scripted chatbots to deeply informed, context-aware agents.

  • 24/7 support with real-time access to systems and data.
  • Domain-specialized copilots for sales, support, and ops.
  • Continuous learning from outcomes and feedback.
Developers Unified API

Consistent API across models

Swap Tiny → Original without rewriting your application logic.

  • Unified endpoints for chat, tools, and embeddings.
  • Model routing and orchestration out-of-the-box.
  • Local, hybrid, and cloud inference pathways.
Developers CAF

Clark Agent Framework (CAF)

Build multi-agent systems that reason, plan, and act across tools and environments.

  • First-class tool calling and environment control.
  • Multi-model orchestration per task and cost profile.
  • Compositional agents for complex workflows.
Developers SDKs

SDKs where you build

Deep integration with Python, JavaScript, and Swift for web, backend, and native experiences.

  • Idiomatic libraries with robust type support.
  • Tracing hooks for debugging and observability.
  • Local dev tools for rapid experimentation.
04 · Cross-industry intelligence

From finance to government and beyond

Clark operates across six trillion-dollar categories: browsers, search & discovery, cloud infrastructure, enterprise SaaS, AI agents & automation, and consumer productivity.

Finance Risk & Alpha

Autonomous financial reasoning

Go beyond dashboards to AI agents that reason about markets, portfolios, and risk in real time.

  • Autonomous investment insights grounded in firm-specific constraints.
  • Portfolio risk reasoning across instruments and scenarios.
  • KYC / AML automation and compliance copilots.
Healthcare Safety-critical

Structured medical intelligence

Support clinicians and researchers with structured reasoning, not black-box guesses.

  • Triage decision systems with explainable steps.
  • Patient data summarization across fragmented sources.
  • Research copilots for drug discovery and trial design.
Education Personalized

AI-native learning environments

Every learner gets a personalized tutor, content creator, and progression engine.

  • Adaptive tutoring tuned to student goals and gaps.
  • Course content generation and auto-grading.
  • Learning analytics for teachers and institutions.
Entertainment Generative

Interactive, AI-native media

Build worlds with digital characters that remember, evolve, and respond in real time.

  • Scriptwriting and narrative exploration.
  • Music and content generation pipelines.
  • Interactive storytelling engines and characters.
Government Sovereign AI

Policy & public benefit intelligence

Deploy Clark as a sovereign AI backbone for policy, services, and public safety.

  • Policy analysis and impact simulation.
  • Fraud detection and anomaly monitoring.
  • Secure, air-gapped sovereign deployments.
Manufacturing Industrial

Autonomous industrial orchestration

Move from reactive operations to predictive, AI-orchestrated supply chains and plants.

  • Predictive maintenance agents monitoring machine health.
  • Supply chain orchestration across partners.
  • Automated QA and anomaly detection.
Retail Intent-aware

Intelligence-native commerce

Understand shopper intent and orchestrate the entire journey with AI-native flows.

  • Intent-aware shopping and personalized merchandising.
  • Automated catalog enrichment and content.
  • Customer support agents that can act, not just answer.
05 · Clark Browser OS

The browser as an intelligence operating system

Clark turns every tab into a smart agent. The web becomes programmable through natural language, with no extensions or manual glue code required.

Browser + Model + Intent Layer OS-level intelligence

Clark Browser OS fuses the runtime, model family, and intent layer so that complex workflows collapse into a single command: “Do this for me.”

  • Every tab becomes a smart, context-aware agent that understands the user’s goal.
  • Complex workflows (research, bookings, operations) become single natural language tasks.
  • Data extraction and transformation happen automatically in the background.
  • The browser becomes the primary interface to Clark’s global intelligence fabric.
Core runtime features What makes the browser “Clark-native”
›
  • Built-in reasoning engine, not an add-on script or plugin.
  • Real-time web action execution and automation.
  • Autonomous browsing agents that can plan, click, extract, and summarize.
  • Secure sandbox environment with strict permissions and policy controls.
  • API surface for third-party agents to plug into the browser runtime.
Intent-first UX From “open tab” to “achieve goal”
›

Users describe outcomes, not instructions. Clark decomposes the intent into steps, executes them across tabs and tools, and returns structured results.

  • Research journeys across multiple sites and sources.
  • Booking flows that span airlines, hotels, and calendars.
  • Financial and legal workflows tied to your data rooms.
Security & governance Enterprise-ready by default
›
  • Fine-grained policies define which agents can act where.
  • All actions are logged, traceable, and reviewable.
  • Separation between user data, enterprise systems, and public web.
  • Support for sovereign and regulated environments.
06 · Enterprise stack

Cloud, on-prem, and sovereign deployment

Clark is architected as a trusted computational backbone: from multi-tenant clouds to air-gapped sovereign clusters, with governance, observability, and safety built in.

Clark Enterprise Cloud Multi-tenant

A secure, scalable hub for running AI-native workloads across teams, products, and regions.

  • Fine-tuned deployments with versioning and rollback.
  • Audit logs and traceability for every call and action.
  • Policy-driven access control and encryption end-to-end.
Clark On-Prem & Sovereign AI Regulated

Deploy Clark inside corporate or national data centers with full control over data and runtime.

  • Air-gapped deployments for the most sensitive workloads.
  • Privacy-preserving computation and custom compliance regimes.
  • Support for jurisdiction-specific regulatory requirements.
Developer Platform CAF + SDKs

A developer-first platform with SDKs, agent frameworks, and orchestration primitives built in.

  • SDKs for Python, JS, and Swift.
  • Agent Framework (CAF) for multi-model orchestration.
  • Custom toolchains and embedding pipelines.
07 · Safety, reliability & trust

Alignment, stability, and transparency by design

Clark is engineered as a trusted backbone — prioritizing truthfulness, determinism, and explainability for individuals, enterprises, and sovereign users.

Safety Aligned

Multi-layered safety stack to protect users, organizations, and institutions.

  • Reinforcement-based fine-tuning and constitutional layers.
  • Real-time safety filters for content and actions.
  • Alignment with enterprise and national regulations.
Reliability Deterministic

Deterministic, stable behavior for mission-critical workflows.

  • High-determinism inference modes.
  • Long-context stability for complex tasks.
  • Memory consistency mechanisms across sessions.
Transparency Explainable

Make reasoning visible, auditable, and calibrated for trust.

  • Reasoning trace outputs and intermediate steps.
  • Calibration indicators for confidence and reliability.
  • Explainable behavior for regulators and operators.
08 · The future of Clark

From platform to global intelligence operating system

Clark is on a long-term trajectory: from powering browsers and enterprises to enabling autonomous digital economies and AI-native institutions.

Long-term horizon Clark roadmap

Clark evolves into the backbone for AI-native workflows, autonomous agents, and digital institutions — a global intelligence OS.

  • A standard platform for AI agents across consumer, enterprise, and government ecosystems.
  • The center of AI-native browsing where interfaces fade and intents drive everything.
  • A sovereign AI choice for countries, tuned to local policy and values.
  • A trillion-parameter MoE unlocking new levels of reasoning and creativity.
  • Human–AI symbiosis and machine-augmented creativity at everyday scale.
Call to builders Start building

Clark is an invitation to reimagine software, institutions, and daily life around an intelligence-first foundation.

If the browser is an OS, and intelligence is a utility, what becomes possible when both are fused into a single, sovereign layer?

• Build AI-native apps atop Clark Browser OS. • Embed Clark models into devices, vehicles, and infrastructure. • Design autonomous digital institutions and economies.