Multi-Expert · Debate · No Retraining
Enterprise-grade reasoning. Run locally—your data never leaves. Or scale to cloud.
See How It Works Scroll to exploreWe are a tech startup offering our own app, tool, and platform: an AGI-style multi-expert reasoning system. All products are built and operated by us.
We build and run an enterprise multi-expert AI platform: specialized reasoning modules (math, risk, planning, coding, vision), debate & critique, persistent memory, and world state—without retraining. Available as a web app, iOS app, and desktop agent packages. Run 100% locally with Ollama or scale to cloud LLMs.
Enterprises and teams that need privacy-preserving, explainable AI (finance, healthcare, legal, government); developers and power users who want to run advanced reasoning locally; and individuals who want an iOS app with full offline mode and no data sharing.
Core team behind the platform and products.
Founder, lead developer
Architecture, backend, iOS app, and desktop agent packages. Built the AGI-style reasoning platform, multi-expert system, debate & critique, memory, and world model. Sole developer of the private codebase; responsible for product, infrastructure, and deployment.
Full multi-expert chat, memory, experts, and settings. Run locally or with cloud LLMs.
web.aaaai.me → iOS appiPhone & iPad. On-device models, full offline mode; sync and experts when online.
App Store → Desktop & Mac appsChat and IDE for macOS (DMG), agent packages (Linux, Windows). Download and connect to platform.
Download (Chat, IDE, more) → DocumentationSetup, API, deployment, and architecture. For self-host and cloud.
Docs → Video & demosVideo/vision, real-time analytics, and platform capabilities.
Video section →We build an AGI-style reasoning platform: multiple specialized experts, debate & critique (a critic reviews expert opinions and improves the answer), persistent memory, world state, and continuous learning—without retraining.
Input flows through perception → memory → experts → optional answer verification and unify → planner → action. Run fully local with Ollama or scale to cloud LLMs. Structured expert outputs (assumptions, evidence, uncertainty) for audit-ready decisions.
Your Data Never Leaves. Never Shared with ChatGPT.
ChatGPT, Claude, Gemini send every prompt, document, and conversation to their servers. With AAA AI + Ollama, nothing is ever sent anywhere. Run on your hardware. Zero sharing. Full control.
Deploy on your servers. Sensitive data never touches ChatGPT, Claude, or any public API. Expert multi-agent AI. Your infrastructure. Your control.
LLM-based input understanding: intent, entities, domain, complexity.
FAISS vector store for experiences. Semantic retrieval, no retraining.
Structured state: entities, events, goals, relationships.
Specialized reasoning modules. Add/remove at runtime.
LiveBench-optimized coding, VLM for camera and live voice.
Real-time video analysis: objects, scenes, events. Runs locally—data never leaves your hardware.
Open-Meteo, DuckDuckGo—live data, no API keys required.
A critic LLM reviews expert opinions: agree/disagree, errors, missing points, improved answer, confidence. Higher-quality decisions out of the box.
Expert strict schema: final_answer, assumptions, evidence, uncertainty, failure_modes, confidence. Audit-ready, explainable outputs.
Live web search during conversation (DuckDuckGo, Google, Bing, Tavily). Optional LLM verification of results for accuracy.
Auto-scale experts by query complexity. Unlimited on-demand experts.
Ollama, DeepSeek, OpenAI, Claude, Gemini. Per-expert provider override.
DMG, PKG (Mac), DEB (Linux), EXE (Windows) in Settings. Auto-connect to web.aaaai.me. System tray status; connected agents shown in UI.
Telegram, Discord, Slack, Line, WhatsApp, webhooks. Configure tokens and allowlists in Settings → Channels. Same LLM/agents as web UI.
Video/vision: camera + VLM, live voice mode. Real-time analysis of objects, scenes, and events—all running locally on your hardware. Data never leaves your infrastructure.
Compared to single-LLM or RAG-only setups, AAA AI delivers multi-expert reasoning, debate & critique for higher-quality answers, and full control over data and compliance.
A critic reviews expert opinions and produces an improved answer with confidence. Fewer errors, better decisions.
Experience memory grows from interactions. No retraining, instant updates.
Math, risk, planning, coding—each expert contributes; planner synthesizes.
See which experts were consulted. Optional structured outputs: assumptions, evidence, uncertainty.
Run with Ollama—nothing sent to ChatGPT, Claude, or any public API. Your data stays yours.
Fully local with Ollama. Optional cloud APIs and per-user limits when you need scale.
The platform already includes debate & critique, answer verification, unify experts, web search in chat, and structured expert outputs. Scale by adding more expert modules (100s → 1000s), memory to millions of experiences, and distributing across GPUs. Same architecture—you scale the components.
Platform facts at a glance: where AAA AI runs, how notes and workflows fit in, and what ships today across chat, tasks, and the macOS IDE.
As of March 2026
Voice recording UX with animated orb; calendar week/day filtering; note detail, edit, and delete; parity between iOS and macOS Chat notes.
Live voice and video-style sessions; smoother expert switching; web search in thread with optional LLM verification of results.
Orchestration canvas expanded for triggers, approvals, and agent nodes; deeper hooks into the same backends as the web app.
Board views aligned with agent/task execution; clearer staging and history for AI-backed work items.
MLX-backed assistance on Apple Silicon; chat panel and multi-agent coding loop tightened for day-to-day repo work.
Telegram, Discord, and Slack bots on the same experts as the portal; mobile MCP-style device capabilities for richer automation.
The AAA AI app runs on your device with on-device models. No subscription required for offline—your data never leaves your pocket. Download once, use anywhere: planes, underground, low connectivity.
Use the app with web.aaaai.me when online for full multi-expert and memory; use offline mode when you need privacy or have no network.
Per-user monthly license. On-prem: one-time installation. Cloud SaaS: simple per-user pricing. Contact us for exact quote in your currency.
Open-source POC. Private code by Kirill Pokidov. Explore the repo, run locally with Ollama, or reach out for collaboration.