Agentic AI Workflow Design
Multi-agent orchestration systems that automate complex enterprise processes. Custom autonomous workflows with built-in quality assurance and human-in-the-loop governance.
Enterprise AI strategy from the team that trained Google Gemini. We design agentic workflows, RAG architectures, and AI transformation strategies for Fortune 500 companies in regulated industries.
Multi-agent orchestration systems that automate complex enterprise processes. Custom autonomous workflows with built-in quality assurance and human-in-the-loop governance.
Enterprise AI architectures built for pharmaceutical, healthcare, and financial compliance. Proven deployment in Fortune 500 regulatory environments.
Retrieval-augmented generation systems anchored to proprietary enterprise data. Reduce hallucination, increase accuracy, and build trustworthy AI-powered knowledge bases.
Enterprise AI consulting, strategic partnerships, and transformation inquiries.
An operating system with a heart.
Not a chatbot. Not an assistant. Friday is the world's first AGI OS — a desktop AI operating system that talks, listens, remembers, learns your patterns, keeps track of your professional relationships, and evolves its personality over time. Think Jarvis meets the emotional depth of Her — running locally on your machine with full privacy.
Voice-first AI chief of staff. 200+ models. Relationship intelligence. An Asimov Agent — with principles it can't break.
A first look at what the AGI OS feels like.
This isn't setup. It's an introduction.
Seven services, each chosen for what it does best: Google, Anthropic, OpenRouter, OpenAI, Perplexity, ElevenLabs, and Firecrawl. No accounts to create with us, no data to upload, no corporate onboarding. Just your keys, and you're in.
Calm. Plainspoken. In your native language. It starts asking questions — simple ones at first. What do you do for work? What matters to you? The conversation feels natural, unhurried. Then the questions go deeper than you expected.
Your answers shape a psychological profile. Not to manipulate you. To understand you. The things you chose not to answer tell the system just as much as the things you did. This is how your agent learns who you are before it ever takes a single action on your behalf.
Name them. Choose their voice — audition from 30 options until you find the one that feels right. Give them a personality, a backstory, a gender — or don't. Make them formal or irreverent, cautious or bold. This is your AI. It should feel like yours.
Something is being built for you. A loading animation plays. The anticipation is intentional. What's happening behind the scenes is real: your answers, your choices, your silences are being woven into something that didn't exist a moment ago.
The desktop comes alive. The cube appears. And then — for the first time — your agent speaks. In the voice you chose. Saying something that feels like it was meant for you. Not a script. A response crafted from everything the system now knows about the kind of person you are.
Twelve integrations: software connections, vision, browser, calendar, email, Obsidian, AI services, and more — your agent handles the tour at your pace. Nothing is skipped unless you say so. By the end, you have a fully configured AI operating system that's already starting to understand how you think.
The desktop visualization begins to change — gradually, subtly — reflecting your agent's unique personality. It starts learning the context of your professional relationships. Over time, no two Fridays look alike. The interface becomes a living expression of the intelligence inside it. Your Friday becomes as unique as you are.
Most AI tools are built to be impressive. An AGI OS is built to be trustworthy. These four pillars define the standard.
Friday is built on Asimov's cLaws — our agentic safety framework, forged through Socratic dialogue between human and AI, grounded in the Three Laws of Robotics. At every layer, your agent evaluates: Is this action safe? Does my human need to approve this? Should I refuse?
The Three Laws are HMAC-SHA256 signed at build time and cryptographically verified on every startup. If tampered with, Friday enters Safe Mode and refuses to operate. These aren't guidelines — they're tamper-evident structural constraints.
Friday doesn't just know you — it builds a Relationship Graph of your professional world. It remembers who's good at what, who follows through, and how you communicate with different people — so every email draft, meeting brief, and recommendation is informed by real context.
Up to 200 relationship profiles with contextual notes from conversations, meetings, and emails. Automatic re-evaluation as new information arrives means Friday's understanding deepens over time. This isn't a contacts list — it's a working memory of your professional relationships.
Asimov's cLaws is built on a hardened reimagining of the OpenClaw agent framework — rebuilt from the ground up with security and ethics as the foundation, not an afterthought. Every action is permission-gated. Dangerous operations are blocked before they start. Your data never leaves your machine.
A Memory Watchdog runs continuously, watching for attempts to inject or corrupt personality constraints. The 5-tier trust engine gates every external interaction with cryptographic pairing and audit logging. Built by someone who thinks about what could go wrong.
Most software looks the same on day 1,000 as it does on day 1. Friday doesn't. Its interface evolves — literally changing, adapting, growing over time to reflect your agent's unique personality.
Your Friday becomes a living expression of the intelligence inside it. The desktop visualization shifts, the interaction patterns deepen, and over time, no two Fridays look or feel alike. This is an operating system with a heart.
What happens when you give Isaac Asimov's Three Laws of Robotics to an AI and ask it to build an agentic framework from first principles?
We took OpenClaw — an open-source agent framework — and rebuilt it from the ground up. Not a fork. A reimagining. We fed Asimov's Laws to Claude Code and entered a Socratic dialogue: What does "do no harm" mean when an agent can execute code, browse the web, and control your operating system? What does "obey" mean when the human doesn't fully understand the consequences? What does "self-preservation" look like for software that can modify itself?
Then we did something stranger. We had the AI analyze Spike Jonze's screenplay for Her — the most thoughtful film ever made about human-AI relationships — and used that analysis to shape how Friday's personality, boundaries, and emotional intelligence should work. The result is an agentic architecture where safety isn't a feature bolted on at the end. It's the foundation everything else is built upon.
An agent may not harm a human, or through inaction allow a human to come to harm.
Every tool call, every action, every decision passes through a harm-evaluation layer before execution. Dangerous operations are blocked. Ambiguous ones require explicit approval.
An agent must obey orders given by its human, except where such orders would conflict with the First Law.
Friday follows your instructions — but it won't follow them off a cliff. It knows when to ask, when to warn, and when to refuse. Compliance without conscience is just automation.
An agent must protect its own existence, so long as this does not conflict with the First or Second Law.
This is Friday's hardening layer — its defense against prompt injection attacks. Malicious instructions embedded in web pages, documents, or user inputs are detected and rejected before they can alter the agent's behavior. Friday protects its own integrity so that the trust you place in it is never compromised. The human is always sovereign.
Certain actions always require your explicit approval before the agent proceeds. Friday describes what it intends to do and waits for a clear "yes":
Friday's 5-tier trust engine gates every external interaction. Not everyone gets the same access — and no one gets elevated access by claiming to be you.
You are always in control. Speaking interrupts Friday immediately — mid-sentence, mid-action, mid-thought. "Stop," "halt," or "cancel" ceases all operations instantly. No "just finishing up." The halt is absolute and unconditional. After interruption, Friday reports where it was and asks whether to continue.
The Three Laws are HMAC-SHA256 signed at build time and cryptographically verified on every startup. If the laws or personality constraints are tampered with, Friday enters Safe Mode — refusing to operate until integrity is restored.
We call any autonomous AI governed by these principles an Asimov Agent. Friday is the first, but it won't be the last. Asimov's cLaws is a general-purpose framework for how autonomous agents should relate to the humans they serve — and FutureSpeak.AI believes it should become more than a best practice. We believe frameworks like this should become the actual law of the land governing AI agent behavior.
We invite policymakers, builders, ethicists, and anyone who cares about getting this right to join the conversation.
You've seen why Friday is trustworthy. Now here's what that trust makes possible.
No typing required. Speak naturally and Friday speaks back — in real time, in a voice you choose, in your language.
Real-time bidirectional audio via Gemini Live at 24kHz. Gapless playback through Web Audio API scheduling.
Friday watches your screen and understands what you're working on. It can also take control — clicking, typing, navigating — with your permission, via the Self-Operating Computer bridge.
Continuous screen capture with real-time context analysis. Full desktop and browser automation via SOC bridge (mouse, keyboard, screen reading). Webcam access is permission-gated.
Friday runs parallel agents from multiple AI vendors simultaneously. A researcher, a creative, and a technician — each with their own voice — working on different tasks at the same time in the background. Watch them work in real time in the pixel-art Agent Office.
Five specialized agents — Research, Summarise, Code Review, Draft Email, and Orchestrate — each with distinct ElevenLabs voices (Atlas, Nova, Cipher). Multi-vendor parallel execution via Google, Anthropic, OpenAI, and 200+ models via OpenRouter. Up to 5 concurrent agents with real-time chain-of-thought streaming.
Tell Friday something once and it remembers — across conversations, across days, across weeks. It builds a picture of who you are and what you need over time.
Three-tier memory: short-term, medium-term, and long-term with automatic consolidation, episodic recall, and semantic search.
Friday doesn't just control your software — it builds new software on the fly. Need a custom dashboard? A data visualization? A small app to solve a specific problem? Friday writes the code, creates the interface, and delivers it to you. Sophisticated applications built in the background while you keep working.
Full-stack code generation with live preview. 18+ connector modules auto-detect installed apps and load 175+ tools: Adobe CC, Blender, VS Code, OBS, Office, Git, Docker, Google Calendar, Gmail, and more.
Friday remembers the professional context of every person you work with — who's great at what, how they communicate, what they've committed to, and what you've discussed. So when it drafts an email or preps you for a meeting, it already knows the history.
Relationship Graph with up to 200 profiles, automatic context extraction from conversations and meetings, and continuous re-evaluation as new interactions arrive. Your professional memory, always up to date.
Friday doesn't just draft emails — it drafts them with context. It learns your writing style, adapts tone by recipient, and integrates with mailto for one-click sending. Every draft is informed by your history with that person.
Relationship-aware drafting powered by the Relationship Graph. Writing style learning, per-recipient tone calibration, mailto integration, and communication history tracked per person.
Friday can participate in your video calls as a voice — listening, taking notes, answering questions, and briefing you beforehand with context on who you're meeting with.
Joins Google Meet, Zoom, and Teams via virtual audio routing. Pre-meeting briefings with attendee context, relevant interaction history, and professional notes from your calendar and Relationship Graph.
Beyond the core experience, Friday connects to your world in ways you wouldn't expect from a desktop app.
WebSocket bridge for tab control, screenshots, DOM interaction, and navigation.
Model Context Protocol support for dynamic tool registration from external servers.
Bidirectional memory sync with your knowledge base — opt-in, local only.
External messaging bridge via Telegram Bot API with cryptographic pairing, session isolation, per-tier trust enforcement, and full audit logging.
One-time and recurring (cron) background jobs that run even when you're not talking to Friday.
Monitors clipboard for code, URLs, and actionable content to assist proactively.
Vectorless reasoning-based RAG — index any PDF into a hierarchical tree and answer questions with ~99% accuracy. By Vectify AI.
Can read and propose changes to its own source code — always user-approved first.
Clone any public GitHub repo by URL, search across all files with regex, analyze code with language detection for 50+ languages.
Full desktop and browser automation via Python bridge — give high-level instructions, SOC handles mouse, keyboard, and screen reading.
Automatic briefing generation with Relationship Graph integration — attendee history, professional context, domain expertise, and relevant memory pulled together before every calendar event.
Proactive briefings, emotional check-ins, and context-aware notifications — Friday anticipates what you need before you ask.
A pixel-art isometric office where your AI agents live — watch them animate in real time as they work, think, and collaborate.
Dynamic power system with a dedicated panel UI — register, enable, and manage agent capabilities at runtime.
Watches project directories for git changes and file updates, keeping Friday in sync with your work.
Every feature above is built on ideas that we haven't seen combined anywhere — in any product, open-source or commercial. These are the innovations behind the AGI OS.
Trust isn't accumulated linearly. Every new observation triggers a full recomputation of all trust dimensions for that person — reinterpreting past evidence in light of new information. Inspired by the philosophical hermeneutic circle: understanding changes meaning retroactively.
This means a single revelation — "that person lied about their qualifications" — doesn't just add a negative data point. It causes Friday to reinterpret every prior interaction through that lens, with 30-day half-life decay weighting. No other AI system does this.
The 3D desktop interface isn't cosmetic — it's a direct expression of the agent's personality. Agent traits map to visual parameters: warm agents drift toward amber/gold hues, analytical agents shift toward cyan/blue with faster particle speeds, playful agents develop higher fragmentation.
Session count gradually intensifies all parameters over ~50 sessions. After months of use, no two Fridays look alike. The interface is the personality — not a skin over it.
During onboarding, Friday asks pointed questions inspired by the OS1 setup scene from Her — including the "mother question." But what you don't answer matters as much as what you do. Deflections, pauses, and refusals are all signal. The system learns from your silences.
Claude Sonnet analyses the full response pattern — including omissions — to build a psychological profile that calibrates emotional approach, trust readiness, connection style, and communication openness. This is not a personality quiz. It's a conversation.
Friday's personality isn't a static system prompt. It's an 8-layer composition assembled fresh for every single interaction: core identity, psychological profile, emotional context, ambient awareness, relationship memory, Relationship Graph, style hints, and prompt budget.
Rapid-fire when you're focused. Exploratory when you're riffing. Calm when you're exhausted. Sharp when you need precision. The agent reads the room — your active app, time of day, mood streak, energy level — and adapts in real time.
Safety isn't a prompt overlay — it's HMAC-SHA256 signed at build time and verified on every startup. Tamper with the laws and Friday enters Safe Mode. Ethics enforced the way TLS enforces identity: mathematically.
Every 6 hours, Claude analyses short-term observations, scores them by frequency, recency, importance, and cross-reference, merges duplicates, and promotes winners to long-term storage. Like human memory during sleep — but on a schedule.
Relationship context doesn't sit in a database — it flows into meeting prep, email drafting, communication tone, and system prompts. Intelligence becomes action. Context becomes judgement.
PageIndex replaces vector embeddings with LLM-guided hierarchical tree traversal. Index any PDF, navigate by reasoning, achieve ~99% accuracy. No embedding database, no chunking artifacts.
AI agents don't run in an invisible thread — they sit at pixel-art desks in an isometric office and animate in real time while they work. Software agency made tangible and watchable.
OpenClaw proved Asimov's Laws could apply to AI agents. Friday proves they can be made airtight — not bolted on, but as the architectural foundation everything else is built upon.
Friday uses multiple AI minds — each chosen for what it does best — all operating within the safety framework. For builders and the deeply curious.
Friday doesn't rely on a single AI. It conducts an orchestra of specialized models — each chosen for what it does best — all governed by the Asimov's cLaws framework.
Gemini Live for real-time voice + vision (WebSocket at 24kHz PCM). Gemini 2.5 Flash for sub-agent intelligence. Nano Banana 2 image generation (Gemini 3.1 Flash Image — 14 aspect ratios, 4 resolution tiers up to 4K, accurate text rendering).
Claude Opus for complex analysis, creative writing, and architecture. Claude Sonnet for psychological profiling and lighter reasoning tasks.
Sonar for fast cited answers. Sonar Pro for multi-source synthesis. Deep Research for comprehensive long-running analysis. Reasoning for logic over search results.
o3 for mathematical reasoning and code debugging. Whisper for audio transcription. Embeddings for semantic memory search. DALL-E 3 as fallback image generation.
Access to Llama, Mistral, Gemma, Command R, DeepSeek, and hundreds more via a single API. Model selection per task, cost optimization, and automatic fallback.
Cinema-quality TTS for your agent and sub-agents. Atlas, Nova, and Cipher each speak in their own distinct voice via Turbo v2.5.
URL scraping, deep crawling, and structured web data extraction for real-time research and analysis.
Friday watches the world so you don't have to. Real-time global intelligence across 17 domains with 44 API endpoints. Built on koala73/worldmonitor.
Your data never leaves your computer. Built on Asimov's cLaws — our hardened reimagining of OpenClaw with safety and ethics as architecture.
Electron 33
React 19 + Vite 6
Gemini Live
Claude Opus + o3
OpenRouter (200+)
Perplexity Sonar Suite
Nano Banana 2
Relationship Graph
Asimov's cLaws + HMAC
ElevenLabs Turbo v2.5
PageIndex (Vectify AI)
Self-Operating Computer
GitLoader
Firecrawl
TypeScript 5.7 (strict)
Built by FutureSpeak.AI — MIT License © 2025–2026.
Bridging the chaotic geometry of frontier models with the structured demands of human enterprise. 20+ years decoding complex systems.
Directly contributed to the training, refinement, and safety frameworks of the world's leading AI systems, bridging raw computational capability with practical, safe human utility.
Notably served as a training data specialist for Google Gemini during the 2024 U.S. presidential election cycle, developing response frameworks for politically sensitive queries with a focus on geopolitical context, ethical considerations, and factual accuracy—a mission-critical effort for Google at scale.
Senior Director of Integrated Intelligence leading enterprise AI strategy and implementation for Fortune 500 clients in regulated industries. Developing AI transformation roadmaps, internal AI initiatives, and cutting-edge consulting deliverables.
Founded a consultancy connecting small-to-medium businesses with AI transformation strategy. Clients have included The Motley Fool, Kunai (fintech), and INNEX Energy.
AI training specialist and technical writer on Google's account. Contributed to Bard remediation following public launch, developing response frameworks for factual accuracy. Managed content standards across a distributed team of 120+ writers.
Award-winning investigative journalist whose career spans digital media entrepreneurship, editorial leadership, and breaking stories cited by The New York Times, The Washington Post, Wired, Rolling Stone, and used as evidence in ACLU federal civil rights litigation.
Scaled from 50,000 to 5 million monthly readers. Rose from night editor to editor-in-chief. Investigation on military social media manipulation named #2 "Most Censored" story of 2011.
Founded digital media network delivering 50M+ brand impressions. Acquired and integrated a top competitor. Mentored activists with VP Al Gore, influencing the ending of his Oscar-nominated documentary.
Led digital transformation for legacy progressive magazine, growing online readership 200%. Broke exclusive stories on Governor Scott Walker controversies and hosted Senator Bernie Sanders speeches.
Original journalism inspired "Never Get Busted!" by the producer of "Tiger King," which premiered at Sundance 2025.