Minsky AtlasIQ is a sovereign-grade simulation and decision-intelligence platform, built on the Minsky engine, that replaces traditional consulting, audit, and policy advisory functions with a multilingual, logic-based AI system. Delivered as secure multi-tenant SaaS, it lets governments, DFIs, corporates, and mission-aligned organizations model, simulate, and implement decisions in real time — with ethical overlays and document grounding. It democratizes elite advisory capability once reserved for major consultancies and billion-dollar institutions, powering decisions from national budgets and ESG audits to complete Go-To-Market entry strategies.
Ai Labs, Inc. · 430 W Warner Rd, Suite 113, Tempe, AZ 85284 · Plans: Individual · Enterprise · On-Prem · Sovereign Cloud
Enterprises, governments, and DFIs face a broken choice. Traditional strategy engagements take weeks to months and cost hundreds of thousands to millions of dollars for a single scenario. General-purpose LLM chat tools are fast and cheap — but ungrounded.
Delivered as governed, multi-tenant SaaS — deployable in the cloud, on-premises, or fully sovereign / air-gapped.
AI-generated, multi-strategy scenario modeling
Document-grounded deep-dive analysis
Cross-strategy synthesis and Q&A
Governed, multi-tenant deployment
GTM strategy for AI Labs training & skill development; GTM strategy and funding proposal for AI incubators.
Detailed AI-readiness proposal for universities, government agencies & corporations.
Construction investment simulation for national-level planning.
Go-to-market strategy for establishing AI Centers of Excellence.
Strategic investment planning for AI data-center development.
Investment risk model for the development of AI data centers.
Traditional firms and general LLM chat each solve part of the problem — deep expertise, or fast iteration. Neither delivers governed, quantitative, document-grounded strategy at SaaS speed and economics.
| Capability | Minsky AtlasIQ | Traditional consulting (McKinsey, Cap Gemini, etc.) |
General LLM chat (ChatGPT, Claude, etc.) |
|---|---|---|---|
| Typical turnaround | Minutes to hours | 6–16+ weeks per engagement | Minutes — but ungrounded |
| Typical engagement cost | Credit-based SaaS subscription | $250K–$2M+ per engagement | Low-cost chat; no deliverable |
| Quantitative multi-strategy modeling | Built-in — up to 5 strategies scored side-by-side | Manual, analyst- & partner-dependent | Single ungrounded narrative |
| Document-grounded research | Native — up to 10 source documents per query | Manual analyst review of source material | No persistent document grounding |
| Regulatory / compliance mapping | Built into every report | Manual, often a separate paid workstream | Not addressed |
| Audit trail & traceability | Full — every output is logic-based and sourced | Partial — engagement notes & workpapers | None — outputs not reproducible |
| On-prem / sovereign / air-gapped | Native deployment option | N/A — people-based delivery | Cloud-only |
| Boardroom-ready branded export | Automatic PDF / Word report | Manual deck-building by the team | Manual copy-paste, unformatted |
| Multi-tenant enterprise architecture | Yes — per-user isolation, admin controls | N/A | No |
| Consistency across engagements | Deterministic, repeatable methodology | Variable by team, partner & firm | Variable — not repeatable |
| Best fit | Governments, DFIs & enterprise decision intelligence at scale | Bespoke, high-stakes single engagements | Ad hoc individual brainstorming |
Most engagement spend sits inside research, scenario modeling, cross-team synthesis, and report production. AtlasIQ automates these end-to-end, so a small governance team can commission decision-grade analysis that once required a large external team.
| Traditional function | Replaced / automated by |
|---|---|
| Market & competitive research analysts | Research Studio — ingests up to 10 source documents, auto-routed to the best engine |
| Strategy consulting teams (scenario design) | Strategy Studio — generates input parameters and models up to five alternative strategies |
| Cross-strategy synthesis & partner review | Dashboard & AI Comparison — compares up to three saved strategies with free-form Q&A |
| Deck & report production | Automatic boardroom-ready, branded PDF / Word export on every result |
| Compliance & regulatory review | Built-in regulatory and ethical-governance mapping across every report |
| Stakeholder | Value delivered |
|---|---|
| Governments & investors | Policy modeling, fiscal reform, investment risk modeling & sovereign debt simulation |
| DFIs, MDBs, donors | ESG simulation, grant optimization, investment diligence |
| Large corporates & banks | Risk modeling, GTM strategy, ESG / CSRD alignment |
| SMEs, startups & individuals | Financial modeling, investor proposals, business planning |
| NGOs & communities | Impact audits, grant writing, multilingual development planning |
Cloud, on-prem, or fully sovereign. Ready when you are.
