BioSensei Industrial · part of Ajinomatrix BioSphere

Intelligence infrastructure for living systems.

Environmental telemetry, evidence-based priorities and operational support for the people who run fish farms, hatcheries, smart aquariums, research habitats and zoological systems — with Ajinomatrix sensory modelling as a research layer for feed.

Looking for the free keeper app? Go to biosensei.org.

BIOSENSEI SYSOPS PLATFORM telemetry · evidence · priorities AQUACULTURE · FLAGSHIP SMART AQUARIUM OEM TT-o FEED INTELLIGENCE INSTITUTIONAL SYSTEMS

How the offer is organised

For keepers, BioSensei is free during its launch phase. For industry, we build pilots, integrations and licences.

Everything on this page describes proposed offerings and research directions. We do not claim existing contracts, certified integrations, validated fish-feed prediction or demonstrated aquaculture ROI. When a pilot produces evidence, we will publish it here with its date.

biosphere.ajinomatrix.comAjinomatrix BioSphere — institutional research, education and the Haverim Living Laboratory
biosensei.ajinomatrix.comBioSensei Industrial — this site: B2B and B2B2C integrations, pilots and licensing
biosensei.orgBioSensei for keepers — consumer product, community, Champions and manufacturer programme
biosensei.appThe operational application — ecosystem monitoring, evidence and priorities

01 · Four industrial directions

One platform, four places it can work.

Flagship · pilot sought

Aquaculture & pisciculture

Fish farms, hatcheries and recirculating aquaculture systems (RAS): environmental monitoring, explained operational priorities, anomaly flags that separate a sensor fault from a real event, and hand-over briefs for shift staff.

The Intelligent Aquaculture PoC →
Exploring

Smart aquarium OEM

For makers of connected aquariums, sensors and controllers: authorised API integration, compatibility testing and, in time, white-label options. Discussions are exploratory; no device is certified.

Manufacturer programme →
Research

TT-o feed intelligence

TasteTuner-origin (TT-o) applies Ajinomatrix sensory modelling to raw-material choices. Its first application is cocoa origin sourcing. Applying it to fish-feed formulation is a research hypothesis that must be tested on fish, species by species.

How we would test it →
Experimental

Institutional living systems

Research laboratories, teaching habitats, zoological and marine installations: instrumentation, evidence logging and replicable protocols developed at the Haverim Living Laboratory.

BioSphere Research Lab →

02 · BioSensei Aqua × TT-o

The Intelligent Aquaculture PoC.

Our hypothesis: whether fish accept a feed depends not only on what the feed contains, but also on the water they eat it in. A pilot can test this by tracking both at once.

ENVIRONMENTALCONDITIONStemp · pH · O₂ · NH₃/NO₂EXISTING · BIOSENSEI FEEDINGBEHAVIOURresponse time · activityPROPOSED · LOGGED FEEDACCEPTANCEintake · uneaten feedPROPOSED · MEASURED FEEDOPTIMIZATIONTT-o formulation modelRESEARCH · TO VALIDATE GROWTH &WELFAREweight · length · conditionPROPOSED · ASSESSED each trial feeds the next — the evidence loop

A first pilot, kept deliberately small

  • One species, one question — for example: does feed A or feed B get eaten more completely at the farm's real water conditions?
  • Environment — water temperature, dissolved oxygen, pH, ammonia and nitrite, logged by probe or by hand with freshness and source on every value.
  • Response — feed offered vs. uneaten, feeding-response time, growth and agreed welfare indicators.
  • Decision test — does combining environmental and formulation data lead to better feeding decisions than either alone?
  • Outputs — a written protocol, the full dataset and a report shared with the partner.

The same pattern as TT-o in cocoa

CocoaTT-o v0.1 — profiles cocoa origins and harvests so a chocolate maker can choose lots by expected sensory outcome.
AquacultureProposed — profiles feed formulations against environmental context so a farm can choose the feed fish are most likely to accept.
CaveatHuman taste models do not transfer to fish by assumption. Fish acceptance must be measured on the species in question before any prediction is offered.

Who we are looking for: RAS operators, hatcheries, feed manufacturers and research aquaculture facilities.

03 · The platform

What exists today, and what does not yet.

The same SysOps layer serves every direction above. It was built and is run on the Ajinomatrix BioSphere ecosystems in Rebecq, Belgium.

AvailableExperimentalResearchPlanned
AvailableEvidence freshness — every sensor value marked live, recent, stale, offline or suspect; a last-known value never poses as current.
AvailableExplained priorities — which system needs attention first, the evidence behind it, and what to check first.
AvailableManual and sensor logging in one history, with CSV export; plain-language hand-over briefs for caretakers and shift staff.
ExperimentalEdge collectors and Zigbee telemetry — probes and home bridges reporting about every ten minutes on the BioSphere ecosystems.
ExperimentalSysOps operations — incident register, configuration lineage, knowledge base and fleet telemetry, born on a solar-fountain testbed.
ResearchAquaculture profiles — species-specific ranges and feeding-event logging for farm and hatchery tanks.
ResearchTT-o for feed — formulation modelling for fish feed acceptance, pending experimental validation.
PlannedManufacturer and controller connectivity — authorised integrations only; no equipment control is offered today.

04 · Ways to work together

Start with a pilot. Scale only on evidence.

Proposed

Research pilot

A scoped trial with a written protocol, a defined question and a shared dataset.

Proposed

Integration pilot

Connect your equipment or data source through an authorised interface, tested on our bench first.

Proposed

Engineering services

Instrumentation, collectors, dashboards and protocols for your installation.

Proposed

Co-development & licensing

Joint development, technology licensing and, where it fits, white-label deployment.

Ajinomatrix SRLLegal and corporate parent · Rebecq, Belgium
Ajinomatrix BioSphereResearch mothership — biosphere.ajinomatrix.com
BioSensei IndustrialB2B pilots, integrations and licensing — this site
BioSensei for keepersFree app and community — biosensei.org · biosensei.app

05 · The lifetime challenge

From a station habitat to Earth's living systems.

Three BioSensei-family tools, combined into one research triptych: run a closed habitat the way a space station must, then learn whether the same loop of observation, operations and anticipation can help steward larger biosystems — with large models integrated along the way. We say it openly: this is a long shot, and the lifetime challenge of the project.

BIOSENSEI BIOTOPhabitat layer — each ecosystem,fresh evidence, explained priorityAVAILABLE BIOSENSEI SYSOPSsystems layer — incidents,configuration lineage, fleet healthEXPERIMENTAL BSPG-Hanticipation layer — hypothesesabout rare, high-impact deviationsRESEARCH SPACE STATION PoCa closed life-support habitat modelRESEARCH CONCEPT + large models EARTH'SBIOSYSTEMSLIFETIME CHALLENGE

How to read this. The left column is real software at the stages shown. The station PoC is a research concept built on the BioSphere life-support work, and Earth-scale biosystems regulation is a declared long-term ambition, not a product or a promise. No space agency or institutional partnership is claimed. Each step will be published here with its date and evidence. Background: Black Swan Precog (BSPG) · BioSphere Research Lab.

06 · Contact

Discuss an integration or research pilot.

Tell us your system (species, tank or farm type, current monitoring), the question you want answered, and your timeline. We reply personally.

Write to francois.wayenberg@ajinomatrix.org Suggested subject: [BioSensei Industrial] Aquaculture pilot