Intelligence in Service of Truth.
Demandion builds autonomous intelligence systems so you can turn your information into actionable insights, audits and trustable decisions.
Autonomous intelligent systems · Patent-protected agent memory · Auditable by design
Demandion builds autonomous intelligence systems so that you can turn your information into actionable insights, audits and trustable decisions. For that, we have two parts: Demand and Decisions.
One continuous system
Intelligence flows into decisions; outcomes flow back into memory. Each engine strengthens the other.
Demand
The adaptive intelligence engine.
Demand is where we use multimodal AI memory and autonomous agents to build intelligent applications, so that you can create discovery, research and value.
Decisions
The trust and execution engine.
Decisions is where we bring protocol infrastructure and governance systems together, so that you can make decisions that are trustable, auditable and executable.
Demand combines multimodal AI memory with autonomous agents to build intelligent applications for discovery, research and value creation.
How evidence becomes context
Persistent memory
contextual intelligence
Scenes, speakers and on-screen facts extracted and timestamped. Linked to everything the agent already knows.
Persistent Memory
Memory that agents carry across sessions, tasks and time, so context compounds instead of resetting.
Multimodal Intelligence
Video, audio and text understood together, as one body of evidence.
Autonomous Research
Agents that plan, gather, cross-check and report without waiting to be prompted.
Knowledge Synthesis
Fragmented sources resolved into structured, queryable knowledge.
Intelligent Applications
Products built on the engine, starting with Quantalyze for financial research.
Patent-protected agent memory
Most agents forget. Ours remember. Our persistent memory architecture lets autonomous agents retain what they have seen, learned and decided across sessions, so every task begins with context instead of a blank page.
- Persists across sessions, tasks and agents
- Spans video, audio and text in a single memory
- Every recalled fact keeps its source and provenance
- Feeds Decisions with evidence that can be audited
Financial research · Quantalyze
Research that reads, listens and watches.
Quantalyze applies Demand to financial research: autonomous agents that work across filings, earnings calls, interviews and news, and keep what they learn in persistent memory.
Decisions brings protocol infrastructure and governance together so that autonomous decisions are trustable, auditable and executable.
Illustrative decision trace
Example for explanation only, not customer data.
Agentic Execution
Autonomous action carried out inside explicit, enforceable boundaries.
Protocol Infrastructure
Open, well-specified protocols that let agents and systems act together reliably.
Auditability
Every decision traceable to its inputs, reasoning and the action that followed.
Governance & Compliance
Policy, oversight and regulatory requirements built into execution, not bolted on.
Decision Intelligence
Structured reasoning that turns evidence into accountable choices.
Incubated product · Spectrace
Spectrace: the framework for decisions and governance.
Spectrace gives autonomous decisions a structure: traceable inputs, enforceable policy, and a verifiable record of what was done and why.
From Information to Intelligence. From Intelligence to Action.
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Information
Video, audio, text and structured data enter the system.
Demand and Decisions continuously reinforce each other: what Demand learns informs what Decisions can trust, and what Decisions executes teaches Demand.
Domains we are building toward and exploring with partners.
Financial Research
Autonomous research across filings, calls, interviews and news. Our first product, Quantalyze, lives here.
Enterprise Intelligence
A persistent, queryable memory of what an organisation knows and has decided.
Financial Services
Traceable, policy-aware agentic workflows for regulated environments.
Healthcare & Pharma
Synthesis across literature, trial data and clinical media, with provenance intact.
Automotive Intelligence
Perception and reasoning across video and sensor-derived streams.
Computer Vision
Visual understanding that feeds shared memory, not isolated models.
Conversational AI
Agents that remember who they spoke to, what was agreed and why.
We believe intelligent systems should extend what people and institutions can understand and do, without giving up trust, accountability or human agency.
Truth is the foundation. Intelligence is the instrument. Progress is the outcome.
Assured Autonomy.
Systems that act on their own, within boundaries you can state and verify.
Absolute Auditability.
Every decision explainable after the fact, down to its evidence.
Extreme Efficiency.
More understanding per unit of compute, time and attention.
Systemic Synthesis.
One coherent picture from information that arrives in pieces.
Explore how autonomous intelligence can transform the way your organization understands, decides, and operates.