L'Èthica — Élever, Ensemble, vers l'Excellence.
Èthica Core
The Security-First Research
& Software Lab
In the current technological landscape, we have reached the "Intelligence Peak" but are suffering from a "Security Trough." As Large Language Models achieve unprecedented reasoning capabilities, the infrastructure surrounding them remains fragmented, vulnerable, and prohibitively expensive for the global majority. We close the AI Security Debt.
Executive Summary
Closing the gap between what AI can do and what we can safely allow it to do.
Intelligence is peaking; security is in a trough. Models keep getting smarter, while the vessels around them — tools, pipelines, access layers — keep getting weaker. We close the gap.
Èthica is a research lab and software development house established as a Public Benefit Corporation (PBC). Our mandate is to close the AI Security Debt—the gap between what AI can do and what we can safely allow it to do.
By specializing in Constitutional Software (applications with built-in ethical guardrails) and Zero-Knowledge Architecture, we serve as the architect for students, professionals, and organizations who require high-performance tools without compromising their data sovereignty or ethical values.
"A safe brain in an unsecure vessel is still a threat. Competitors focus on the 'Brain' (the model). Èthica Core focuses on the 'Vessel' (the software)."
— The Èthica PrincipleTwo halves of the same problem.
Increasingly capable. Increasingly aligned. The frontier of public attention and investment.
State — increasingly safe.Where every real-world exploit happens. Sprawled, brittle, owned by no one in particular.
State — largely unsecure.Securing one without the other is theatre.
The Trust Era
As of 2026, the AI industry has transitioned from the "Gold Rush" (2023–2024) to the "Trust Era."
The Productivity Paradox
While 73% of companies have adopted AI, many report an initial "Productivity Paradox" where the time spent triaging AI-generated errors and managing "Tool Sprawl" offsets the gains. Users are no longer satisfied with "flashy" AI; they demand Agency, Privacy, and Resilience.
From Tools to Agents
AI has evolved from a simple chatbot tool into an "Agentic Colleague" that can plan and execute workflows. This shift has exponentially increased the surface area for security threats, requiring new architectural approaches to safety.
Energy and Ethics
The environmental cost of AI has become a primary boardroom concern, with data center consumption projected to exceed 1,000 TWh this year. Sustainable AI is no longer optional—it's imperative for responsible innovation.
Comparison with Competitors
While we respect our peers, we identify critical "Safety Gaps" in their current trajectories.
| Feature | OpenAI / Google | Anthropic | Èthica |
|---|---|---|---|
| Focus | Capability & Ecosystem | Research & Alignment | Secure Software & Impact |
| Architecture | Centralized / Cloud | Centralized / API | Zero-Knowledge / Edge-First |
| Pricing | Subscription-heavy | Professional-tier | Low-cost / "Cost-Plus" for SLED |
| The "Problem" | Ecosystem Lock-in | Model-only focus | (Our Solution: App-Level Safety) |
The Competitor Gap
Competitors focus on the "Brain" (the model). Èthica Core focuses on the "Vessel" (the software). A safe brain in an unsecure vessel is still a threat. We build the secure infrastructure that makes AI genuinely trustworthy.
Issues & Threats
We have identified three "Existential Friction Points" in the 2026 digital economy.
The Digital Divide
Students and non-profits are being priced out of "Pro" safety features, creating an inequality where only the wealthy have private AI. This economic barrier threatens to widen the technological gap between the privileged and the underserved.
Prompt Injection & Social Engineering
Current software is "Safety-Blind," allowing malicious actors to manipulate AI agents to leak sensitive corporate data. As AI becomes more autonomous, these attack vectors become increasingly sophisticated and dangerous.
Data Surveillance
The prevalent "Data-for-Services" model treats user information as fuel, leading to massive breaches and loss of individual agency. Users deserve tools that enhance their capabilities without exploiting their data.
Unique Value Proposition
Èthica provides the Ethical Kernel—a suite of innovative, secure, and low-cost software designed to empower rather than exploit.
Constitutional Software
Our apps have a hard-coded "Ethical Layer." Even if an AI model suggests an action, the software layer audits it against a set of human-defined rules before execution. This creates an unbreakable chain of accountability.
Zero-Knowledge Privacy
We utilize federated learning and on-device encryption. We cannot see your data, and therefore, we cannot lose it. Your information remains yours—completely and uncompromisingly.
Radical Accessibility
By optimizing for "Green Compute" and model distillation, we reduce costs by 40% compared to traditional enterprise AI solutions. High-quality AI shouldn't be a luxury—it should be a right.
Mile.
The operating system for professional life.
From discovering a collaborator to getting paid for the work — the entire lifecycle of professional interaction lives in one place, permanently linked.
Mile replaces the fragmented stack of messaging apps, project boards, contract tools and payment processors with a single environment. One identity. One data layer. One continuous flow from intention to execution.
Networking, conversations, projects, contracts and payments share the same logic and the same memory — so the tools quietly disappear into the background, and only the work itself remains visible, fluid, and uninterrupted.
Built natively, not assembled. Governed by a public Constitution. Open at the edges, sovereign at the core.
Interoperability
Bring your whole world with you.
Mile replaces the fragmented stack — but it never locks you in. Import what you're leaving, connect what you keep, export everything, anytime. Open standards aren't a feature here; they're written into our Constitution.
Architectural Integrity
Our "Ethicists" apply a rigorous three-stage review to every software release.
The HHH Audit
Is the software Helpful, Honest, and Harmless? Every feature must pass this foundational test before moving forward in our pipeline.
Adversarial Stress Test
Can the software be "tricked" into violating user privacy or environmental targets? We simulate attacks and edge cases to ensure resilience under pressure.
Impact Assessment
Does this tool actively reduce global inequality or promote peace? We measure our success not just by metrics, but by meaningful contribution to humanity.
Honesty. Helpfulness. Harmlessness.
Three principles, written into the structure of the company. Every release passes the HHH Audit before it ships.
What we say is what we do.
No dark patterns. No hidden defaults. No marketing claim that the product cannot back. Plain language by default, in every document we publish.
Outcomes over outputs.
A feature only ships if it measurably moves a user's day forward. Engagement metrics are not a success criterion. Time saved, friction removed, and trust earned are.
Refuse the harmful path.
Five absolute constraints — never sell user data, never train third-party AI on your content without consent, never build dark patterns, always keep a functional free tier, always honor an employee's right to refuse.
Before any release leaves the lab, an internal review tests it against Honesty, Helpfulness, and Harmlessness — independently of the team that built it. Findings are public. The audit can stop a launch; it has.
Accountable to more than shareholders.
Èthica is a Public Benefit Corporation, founded in 2026. Mission, hierarchy and obligations are written into the company's legal structure — not into a brand book.
Public Benefit Corporation
A legal form that binds the company to its stated mission alongside profit. Directors answer to users, employees, and society — not only to shareholders.
The mission outlives the founder.
Control is held in a trust whose sole purpose is to defend the Constitution. No acquirer, board, or majority can rewrite Title III. Users — first, always. Shareholders — last.
Published every year.
HHH audit results, incidents, takedown requests, governance changes and impact metrics — released publicly, in plain language, on a fixed schedule. No press cycle, no spin.
Mission & Vision
"Èthica, Élever, Ensemble, vers l'Excellence."
— Our MottoOur Mission
To build the world's most secure digital infrastructure for the betterment of human education and global cooperation. We believe technology should serve humanity's highest aspirations.
Our Vision
A world where every individual has a private, ethical AI partner that enhances their potential without sacrificing their humanity. Technology as a force for empowerment, not exploitation.
Our Scope: Four Niches
Market & Differentiation
The "SLED" (State, Local, and Education) market and the Non-profit sector represent a $45 billion untapped opportunity.
The Untapped Opportunity
SLED and Non-profit sectors require high security but have low budgets. Traditional enterprise solutions price them out. Èthica bridges this gap with accessible, secure solutions designed specifically for their needs.
Our Differentiation
While others build for the "Fortune 500," we build for the "Global 100%". We compete on Integrity, not just compute. Our success is measured by the positive impact we create, not merely by profit margins.
Legal & Ethical Structure
Èthica is legally a Public Benefit Corporation—a structure that enshrines our values in law.
The Mission Trust
Our board contains a "Mission Director" with the legal power to veto any product launch that threatens user security. This isn't just policy—it's governance with teeth.
Transparency
We publish an annual "Integrity Report" detailing our carbon footprint, data handling, and pricing transparency. Accountability isn't optional—it's foundational to everything we do.
The 4 Modules of the Èthica Soul
The foundational principles that guide every decision, every line of code, every relationship.
Ethics & Core Foundation
We stand on integrity, guided by honesty, equality, and transparency. Innovation and security are not just goals; they are our duty—to build with conscience and purpose. This foundation ensures that every line of code we write is a brick in a more ethical future.
Culture & Collaboration
We believe progress is born where minds converge and egos dissolve. In our lab, "Ethicain(e)s" work in a rhythm of trust. We nurture diversity as a power—a catalyst for truth. Unity in Èthica is not uniformity; it is the harmony of different perspectives working toward one global good.
Excellence & Evolution
Excellence is a discipline of constant refinement. We do not chase the future; we become it through curiosity and courage. We learn from every flaw, ensuring that while perfection is fleeting, our progress is enduring. We evolve one iteration at a time.
Purpose & Legacy
Our vision is not speed—it's significance. We aim to leave behind more than just software; we leave a culture of integrity and a legacy of progress. Innovation is our language, but humanity is our message. Every Ethicist here is dedicated to pushing the human race forward, safely.
Mile brings every part of professional work into one continuous system — networking, conversations, projects, contracts, and payments share the same identity and the same data layer, so the tools quietly disappear into the background and only the work itself remains visible, fluid, and uninterrupted.
Every promise, in writing.
Ten documents. GDPR, CNIL and Swiss law as baseline. Plain language, public, and versioned. Tap any document to read it in full.