Intelligence, native to your world.

Your knowledge, systems and ambitions already form a world. We design the intelligence environment that helps you work within it.

Explore your intelligence environment Discover the systems

Three closed cells with seated organs and vertical membrane exchanges. An illustrative view of the lab’s products and the work they can support.

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Continuity & selective work: Recover context, choose useful work and examine a bounded computation.
Research & engineering: Build an identified candidate from evidence, independent checks and explicit resource assumptions.
Work & consequences: Keep distinct work environments, estimates and observed consequences connected to their own context.

Vagus: Dated memory keeps source history, competing claims and useful context available for later work.
Manna: Continuing work relates a purpose to current evidence, supervised work lanes and resource conditions.
Synapse: Selective computation prepares a bounded view for a particular computation and keeps the returned result tied to that request.
Vault: Evidence, reusable methods and contracts retain the conditions under which a candidate may be useful.
Black Box: Candidate construction and correction remain separate from examination and handover.
Conductr: A task, its candidate and an independently supplied check meet at the examination bench. Findings stay tied to the artifact they examine.
Metahive Builder: Workload, hardware and site assumptions support a configuration comparison with explicit constraints.
Metahive: The compute-site role distinguishes possible placement, reserved service, measured use and energy accounting.
Agency Engine: A reusable product and runtime foundation composes declared services around identified work.
SuperSell: The sales-work role brings a person’s expressed need together with business facts, draft review and a separately authorized conversation.
Everbloom: Choices lead to independent contributions, settlement and a persistent Chronicle. Completed work changes places and becomes part of their history.
Extrasensory: Evidence and diagnostic context qualify an estimate before a monitoring or inspection decision.
Anemone: Bounded comparisons and operating constraints shape a response. Later observations make its consequences available for comparison.

Naevum brings memory, reasoning and continuing action around the people and organizations they serve. A dedicated environment builds an evolving model of your identity, digital footprint, infrastructure and objectives.

It is personal in the details: the sources it understands, the responsibilities it respects, the preferences you can correct and the work it is allowed to do. We select and evaluate the relevant capabilities around your actual tasks.

A world model you can inspect.

Connected sources become structured context. Observations keep their origin; inferences remain open to correction. This is the architecture of a dedicated engagement, shaped around the world you choose to connect.

Identity and representation

People, organizations, roles, accounts and delegated responsibilities.

Inspect the active identity, who may act for whom and the source of an attribute.

Your digital footprint

Selected documents, repositories, communications, applications, devices and services.

Choose connected sources, exclusions, freshness requirements and access permissions.

Knowledge and time

Claims, decisions, episodes, contradictions and the intervals when they apply.

Follow the evidence, correct a claim and define retention and deletion behavior.

Infrastructure

Assets, services, dependencies, capacity and operating conditions.

See the topology, current observations, unknowns and responsible operators.

Purpose and commitments

Objectives, priorities, obligations, success criteria and resource limits.

Change what the environment is working toward and how success will be judged.

Behavior and preferences

Your explicit preferences and supported patterns in authorized work.

Correct an inference and distinguish it from an instruction you deliberately gave.

Possible futures

Forecasts, horizons, uncertainty and alternative actions.

Examine assumptions and keep a scenario distinguishable from an observation.

Authority and consequences

Permitted actions, consent, effect identities, results and recovery obligations.

Inspect what may happen, what happened and what remains uncertain; stop or revise the work.

Observations keep their sources. Inferences remain open to correction. You can inspect the model and change what it is allowed to do.

Explore your intelligence environment

Cybernetic organisms · personal and commercial

A continuing presence in your work.

An objective can outlast a conversation.

Manna

Personal & industrial
Level 4–5 autonomy
Self-regulation

Give your work a life beyond the next prompt.

Give a personal project or industrial process a continuing purpose, regulated attention and a recoverable record of its work.

Source-led productive work machine. An illustrative continuing-work process.

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Purpose and progress: Compare observed progress with a retained objective without equating a completed operation with objective achievement.
Evidence and contextual memory: Align selected sources with retained context, validity and unresolved gaps.
Attention and condition regulation: Allocate finite work and pacing from purpose, known resource condition and retained faults.
Specialised workbench: Transform source material and retained context into a useful revised artifact.
Bounded effect interface: Hold an identified external request, couple only its applicable grant, and issue one admitted action.
Consequence and continuity: Retain work results, action records, independent evidence and unfinished obligations across continuation.

Additional mechanisms are described in the technical reference.

Explore MannaPersistent personal & industrial agency · Running in a controlled environment

SuperSell

Businesses
Commercial intelligence
Consent-aware outreach

Useful enough to be invited in.

Bring a helpful business into a conversation the person has invited. Ground the response in the offer, the need and the relationship.

Invited relationship and grounded composition. An illustrative process for preparing and correcting an offer before communication.

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Relationship intake: Retain the expressed need, replies and invitation scope.
Business evidence and offer basis: Retrieve current offer facts and retain corrected assumptions.
Offer and response workbench: Join the actual need with current evidence and assemble a suitable draft.
Review and communication interface: Check grounding and applicable communication conditions under the shared mission.
Conversation and outcome register: Keep proposal, authorized send and actual response distinct.

Additional mechanisms are described in the technical reference.

Explore SuperSellCommercial intelligence & execution

Personal agency begins with context, carries a purpose, and knows when a decision belongs to you. Eight in ten workers and leaders say they lack the time or energy to do their work.^↗

Bio-inspired systems and foundations · Tiers 2–3

An institution that can remember.

Knowledge, memory and privacy belong in the architecture.

Vagus

Enterprises & institutions
Time-aware memory
Signal salience

Remember what was true. See what matters now.

Recover what was known then, understand what changed and decide what deserves attention now. Memory keeps its source, time and uncertainty.

Temporal archive and bounded recall. An illustrative process for source-grounded recall, attention and outcome comparison.

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Evidence registration: Append source-connected claims, episodes, lessons and measured failures as distinct records.
Temporal interpretation: Resolve validity, knowledge time, scope and conflicting authority for the requested question.
Bounded recall workbench: Find relevant evidence and assemble a bounded source-bearing answer.
Accumulated attention: Integrate eligible change, retain standing causes and distinguish blindness from resolution.
Outcome and selection advice: Compare a stored estimate with a later identified outcome and retain uncertainty.
Maintenance and evaluation: Rebuild derived context and retain useful failures without replacing source history.

Additional mechanisms are described in the technical reference.

Explore VagusInstitutional memory & attention · Used for Naevum’s memory and work records

Synapse

Enterprises & institutions
Private model calls
Security & privacy

A boundary that remembers.

Select the context a model can receive, account for what its observer already knows, and retain the identity of consequential work through interruption.

Synapse's connected local context, parallel checks, scoped work and checked return, with a separate application output dock.

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Synapse components

Local context: Retains original context and the record of prior exposure.
Local processing: Transforms local material before a view is proposed.
Compose and route: Composes a bounded request and binds its destination.
Parallel check · upper: Checks an independently routed request before transport.
Parallel check · middle: Checks an independently routed request before transport.
Parallel check · lower: Checks an independently routed request before transport.
Scoped work · array: Processes only the admitted view for this request.
Scoped work · layers: Processes only the admitted view for this request.
Scoped work · core: Processes only the admitted view for this request.
Return check: Treats returned observations as untrusted until checked.
Reconciliation and history: Relates observations and consequences to the same originating identity.
Result control: Separates checked observations from proposals for application effects.
Application executor: Performs only an independently authorized application effect.
Output and receipt: Records the output and consequence of that authorized effect.
Adaptive check · upper: Adds a temporary checking route while requests need it.
Adaptive check · lower: Adds a temporary checking route while requests need it.

Explore SynapsePrivate computation & model orchestration · Used in Naevum’s engineering workflows

Agency Engine

Product builders
Governed applications
Policy & audit trail

One foundation. Products with a life of their own.

Compose a distinct product from a shared foundation, with the organization’s people and records in their own layer.

Product composition and durable work. An illustrative process for composing product services and retaining organization work.

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Versioned foundation: Preserve shared contracts and the declared protected control set.
Product composition resolver: Validate the declaration and select domain services and interface vocabulary.
Organization context: Supply organization records and restrictions independently from reusable product identity.
Plan and process compiler: Translate proposed work into typed steps, dependencies, budgets and available routes.
Contracted service workbench: Perform the selected domain method through its eligible execution ports.
Durable work and versions: Reconstruct work from transitions and keep replaced methods/agents identifiable.

Additional mechanisms are described in the technical reference.

Explore Agency EngineGoverned application foundation

An environment becomes useful when it understands where knowledge came from, which responsibilities it serves and who may see it. Executives and teams spend a quarter of the workweek searching for information.^↗

Foundations · how we build

An idea deserves a working system.

Turn an operating problem into a system with a clear chain of responsibility.

Black Box Factory

Custom AI
Accountable delivery
Independent review

From an important problem to a system you can run.

A system brief becomes architecture, an accepted software artifact and an operating handover. Black Box connects the reason for the work to the evidence for its delivery.

Construction and independent challenge. An illustrative development process from bounded brief through candidate review and handover.

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Brief and architecture: Turn the desired workflow into responsibilities, interfaces and inspectable acceptance conditions.
Attempt and resource scheduler: Bind one eligible attempt to its source and finite capacity.
Implementation bench: Transform the task into an artifact and correct identified defects.
Independent challenge: Review and QA examine the same candidate through separate responsibilities.
Exact-source comparator: Join candidate, current base, policy, checks and independent verdicts.
Handover and continuity: Preserve artifacts, unresolved work and original uncertain attempts for the next operator.

Additional mechanisms are described in the technical reference.

Explore Black Box FactoryAI systems & software development

Conductr

Engineering teams
Coding-agent coordination
Verified changes

Give AI development a working discipline.

Carry intent through context, implementation and independent verification with a development harness whose components can be examined.

Controlled experiment and independent examination. An illustrative work harness with a fixed task, oracle and retained findings.

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Task and acceptance reference: Fix the experiment basis outside the worker success report.
Context and planning: Select relevant dependencies and form bounded work through explicit component contracts.
Ordered execution: Carry work through the selected execution/routing interfaces.
Independent examination: Judge the identified artifact with distinct verification kinds.
Experiment and continuation: Retain actual paired results, resource cost and the next decision.

Additional mechanisms are described in the technical reference.

Explore ConductrCoding-agent work coordination

The Vault

R&D teams
Reusable methods
Evidence grading

Every part. Its assumptions included.

Find a reusable mechanism, inspect its assumptions and carry its evidence into the next system.

Evidence shelves and contract composition. An illustrative process for investigating claims, comparing contracts and retaining unresolved obligations.

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Question and research trace: Retain the question, relevant prior work and explicit negative search results.
Component and method register: Discover typed candidates while distinguishing capability from working method.
Evidence and falsifier bench: Grade the specific claim and test whether the proposed verification can fail.
Composition and obligation bench: Compare typed interfaces, QoS and environmental assumptions.
Target experiment and adoption: Test the gap in the intended setting and retain the actual result for reuse.

Additional mechanisms are described in the technical reference.

Explore The VaultEvidence-led research & invention

Reusable mechanisms, independent challenge and explicit delivery conditions connect research to the software you can operate. A preliminary MIT study found that only 5% of custom enterprise AI tools reach production.^↗

Bio-inspired systems and cybernetic organisms · prediction

See the decision inside the signal.

A useful forecast changes what happens next.

Extrasensory

Asset operators
Predictive maintenance
Calibrated risk

See the change before it becomes the problem.

Follow an operating signal through history, uncertainty and the decision to keep operating, inspect or intervene.

Exposure, diagnosis and a prospective estimate. An illustrative equipment decision-support process.

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Exposure and event-history reconstruction: Assemble eligible longitudinal history without turning incomplete observation into a failure event.
Load, condition and sensing comparator: Distinguish a load-related response, persistent difference and unreliable sensing.
Prior and local-evidence estimator: Combine an explicit class basis with eligible local evidence while retaining maturity and horizon.
Calibration and applicability: Carry calibration basis and applicability with the estimate rather than displaying an unconditional confidence score.
Constrained decision workbench: Select useful monitoring, inspection or an intervention proposal from the actual unresolved question and constraints.
Forecast and prospective-outcome register: Freeze the estimate before the decision, then compare genuinely later independent evidence.

Explore ExtrasensoryGeneral-purpose predictive & preventive intelligence · Running for months in a pilot installation

Anemone

Continuing autonomy
Multi-market
Risk in the loop

Autonomy, living with its decisions.

Naevum’s own multi-market fund places continuing autonomous operation in a setting where decisions have consequences.

Operating view and bounded response. An illustrative process for relating changing conditions to a mandate and later observations.

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Operating-view assembler: Combine new conditions with retained operating context relevant to the mandate.
Response workbench: Form a proposed response and examine its resource use and consequences.
Mandate and resource constraints: Relate the identified proposal to applicable operating and risk boundaries.
Execution interface: Represent one permitted action and its distinct execution record.
Operating history and calibration: Retain decision context and later observations for continuing examination.

Additional mechanisms are described in the technical reference.

Explore AnemoneNaevum’s automated multi-market fund · Naevum’s own automated fund

Time, uncertainty and intervention matter together. Explore predictive operations and the lab’s experience of continuing autonomous decisions. Siemens estimates that unplanned downtime costs the 500 largest companies 11% of their revenue.^↗

Infrastructure · Tier 1 and compute

Intelligence has a physical world.

Workload, power, cooling and place are one connected design.

Metahive Builder

Data center planners
3D site simulation
Power & heat modeling

Move one rack. See what else changes.

Move from device to site and see how placement, power, cooling and inference constraints affect the same configuration.

Containment, physical limits and workload calculation. An illustrative design calculation under explicit equipment and workload assumptions.

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Hierarchical configuration: Place devices within racks, rooms, buildings and plot with sourced assumptions.
Electrical and thermal propagation: Keep distinct power bases and propagate losses, heat and cooling demand.
Inference workload model: Derive memory and throughput bounds from the workload and selected equipment.
Time and energy scenario: Balance load, supply, storage and grid under the selected time basis.
Constraint and alternative comparison: Join physical and workload results and expose the binding constraint.

Additional mechanisms are described in the technical reference.

Explore Metahive Builder3D micro data center design & simulation

Metahive

Tier 1 · Included
EU compute sites
Energy accounting

Research, compute and the first tier, under one roof.

The research behind the stack, the sites and host units that run it, and the included tier that turns an organization’s folders into a working environment.

Workload placement and site-hour accounting. An illustrative process for comparing site constraints and reconciling identified resource use.

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Site and service model: Combine compute, power, cooling, network and operating responsibilities into a candidate envelope.
Workload and custody matcher: Compare required resources and sensitivity with an eligible service boundary.
Reservation and operation register: Bind maximum admitted cost before work under one identity.
Service-use reconciliation: Compare scheduler/service evidence and settle the original reservation.
Meter and allocation workbench: Attribute site-hour metering using matching IT use without hiding idle energy.

Additional mechanisms are described in the technical reference.

Explore MetahiveResearch, compute & Tier 1

Follow the dependencies from a compute device to the site that supports it, then compare the possibilities under explicit assumptions. The IEA expects data-center electricity use to roughly double by 2030.^↗

Inhabited reign, contributions and Chronicle. An illustrative game design: completed contributions change the world and enter its history.

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Shared reign and world reference: Retain crowns, current world conditions and the next reign context.
Campaign grammar and role distributor: Constrain a royal choice into structured role-specific tasks.
Contribution work areas: Keep garden, bridge and market tasks independently in progress or complete.
Settlement assembly: Commit actual completed consequences under the authoritative world rules.
Chronicle and next-reign memory: Write from retained decisions/consequences and pass world history onward.

Additional mechanisms are described in the technical reference.

A world that carries your choices.

Places have history. Characters have relationships. What happens becomes part of what can happen next.

Everbloom brings generation into a world whose rules and consequences remain coherent.

Enter Everbloom Explore simulation & worlds

The organization is part of the invention.

Memory. Attention. Responsibility. The organs of a horizontal organization.

We develop the structures and tools that let people build together, share the model and help other organizations make it their own.

Our vision, people & partners

Independent teams and a common record. An illustrative organization of shared purpose, challenge, bounded delivery and useful handover; software is optional.

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Shared purpose and mandate register: Retain outcomes, finite resources and the decisions reserved elsewhere.
Sensing and evidence commons: Make changed dependencies and relevant lessons inspectable.
Deliberation and challenge space: Compare proposals, consequences and objections from affected teams.
Bounded delivery cells: Let teams perform inspectable work within the effective mandate.
Review and correction: Compare identified work against the agreed criteria and return specific findings.
Stewardship and handover commons: Make results, failures and open questions usable by another team.

Additional mechanisms are described in the technical reference.

What should become possible?

Bring the work you want to change. We can help define the system, the first useful result and how to judge it.

Start a conversation Explore product access