Every expert, scaled.
Digital twins that augment, not replace.
THE NEXT ERA OF APPLIED AIBUILT WITH PEOPLE. GROUNDED IN EVIDENCE.
MINSKY PLATFORM / KNOWLEDGE FOR EVERY DOMAIN
Intelligence
is a team sport.
Your experts bring the judgment.
Minsky Platform turns information into connected knowledge—and knowledge into trusted answers in any domain.
COLLECT INFORMATIONCONNECT KNOWLEDGEGROUND ANSWERS
ASK BETTER QUESTIONS↗BUILD BETTER MODELS↗SHOW YOUR WORK
THE BIGGER PROBLEM
Information is everywhere.
Understanding gets lost between tools.
Evidence sits in separate collections. Analysis loses context at handoffs. Model approvals drift away from runtime controls. Operational lessons fail to reach the next training cycle.
Minsky Platform creates the shared knowledge foundation. IPE and STIO apply it to mission work, while Candor and Guard help build, improve, and govern the AI behind our products. Minsky One holds Minsky Platform and these solutions under one roof.
MINSKY PLATFORM / THE SHARED KNOWLEDGE FOUNDATION
Turn information into connected knowledge.
Turn knowledge into trusted answers.
Minsky Platform brings together data-collection workflows, a knowledge base, private and public knowledge graphs, and a domain ontology for each solution. Its question-answering layer relies heavily on grounding in that knowledge and source evidence, with hallucination-free answers as the design goal.
Collect through workflows
Bring information into the knowledge base through data-collection workflows, preserving source context and provenance.
Build connected knowledge
Organize knowledge in private and public graphs, with a domain ontology that defines the concepts, entities, and relationships each solution needs.
Answer through grounding
Ground answers in the knowledge base, graph relationships, and source evidence. Make the basis of an answer available for expert verification.
Any cloud provider
Minsky Platform is cloud agnostic. Run it with the provider you choose, including AWS, Microsoft Azure, and Google Cloud.
Minsky Appliance
On premises, including air-gapped environments, run the same platform as the Minsky Appliance. No public-cloud connection is required.
Aligned with sovereign AI
Data, models, and mission knowledge stay in the environment you control, from a government cloud to a disconnected network.
MINSKY PLATFORM / MISSION MEMORY · M3
Your world.
Your expertise.
Your mission memory.
M3 is about you and how you see the world. Your knowledge, opinions, experience, intuition, and team.
You are not tokens. You don’t rely on tokens in a fight. You rely on humans and their expertise.
We model the world and your expertise in it. Evidence first. Not AI first. AI is just a layer. Nothing more.
THE M3 VISION / THREE FOUNDATIONAL TECHNICAL GOALS
Grounded answers.
Evidence as the foundation for answers.
Your mission’s ontology.
In minutes.
Build a data-driven ontology for the mission in minutes, from the evidence you already have, without waiting for a forward-deployed engineer.
MISSION SOLUTIONS / POWERED BY MINSKY PLATFORM
Shared knowledge.
Focused mission solutions.
IPE and STIO apply Minsky Platform to different mission problems: intelligence production and research investment decisions. Both sit inside Minsky One.
01INTELLIGENCE PRODUCTION ENVIRONMENT
Minsky IPE
Intelligence Production Environment
Accelerate the intelligence lifecycle.
From requirement to decision.
Search, draft, check, and publish in one workspace, with claims tied to sources and tradecraft checks while you write.
Faster production. Grounded answers. Lasting expert knowledge.
Explore the solution ↗02S&T INVESTMENT OUTCOMES
Minsky STIO
Science & Technology Investment Outcomes
Accelerate defense R&D decisions.
With trusted knowledge.
Transform disconnected research, budgetary, and contractual artifacts into a continuously updated knowledge graph that supports faster, evidence-backed decisions.
Trusted answers built from connected evidence.
Explore the solution ↗SUPPORTING AI LAYERS / BUILD, IMPROVE & GOVERN
The AI behind
the solutions.
Candor helps build, evaluate, and improve the models behind our products. Guard assesses those models and governs their use across users, applications, and data.
04HUMAN-IN-THE-LOOP MODEL DEVELOPMENT
Minsky Candor
Explore. Validate. Deploy.
Continuously harden.
Bring raw intelligence, expert annotation, model evaluation, and deployment into one reproducible workflow, with operational failures fed back into retraining.
Expert feedback becomes institutional learning.
Explore the supporting layer ↗03MODEL RISK, AUTHORIZATION & ENFORCEMENT
Minsky Guard
Assess every model.
Control every deployment.
Automate model risk and capability assessments, turn evidence into deployment decisions, and enforce those decisions across users, applications, and data.
Traceable evidence behind every deployment decision.
Explore the supporting layer ↗THE COMPANY
Founded to put experts in control.
The person who owns a mission question should be able to build, adjust, and trust the AI that answers it.
Founded in 2012.An ML/NLP company started by Dr. Paul Nemirovsky and Dr. Ariadna Quattoni, both MIT PhDs.
2012–2021.Focused on NLP research, with an academic grant from the U.S. National Science Foundation.
Headquarters.Jackson, Wyoming 83001, US.
Developed with the Defense Innovation Unit, the U.S. Army, and the Defense Technical Information Center.
90%
Less time sifting through data
Company-reported reduction in the time DoD analysts spend reviewing open-source data.
$99.5M
Production agreement ceiling
Five-year agreement to bring the platform across the Department of Defense. A contract ceiling, not revenue.
5 years
Length of that agreement
The term of the same production agreement, led by the Defense Technical Information Center.
THE TEAM
A team we're proud of.
SECURITY & COMPLIANCE
Trust is built
into the architecture.
From access to evidence to model invocation, put control where it belongs: with the people responsible for the mission.
MINSKY PLATFORM CERTIFICATIONS
01
Authorization for demanding environments
Minsky Platform is available on AWS Commercial Cloud and GovCloud. It is certified at FedRAMP Moderate, authorized for DoD Impact Level 4 (IL-4), and fully compliant with FIPS 140-2 and FIPS 140-3. Contact our team for the current compliance package and deployment scope.
02
Access control at the query
Classification and need-to-know checks happen before results are returned. Unrecognized classification data is denied by default.
03
A trail you can follow
Trace analytic claims to sources, judgments to their authors, and model calls to policy decisions.
YOUR DATA. YOUR MODELS. YOUR MISSION.
Bring your next
hard question.
Bring your use case. We’ll show you where dMetrics fits.