Multidisciplinary delivery

One team. Six disciplines. Zero hand-off gaps.

The differentiator is not a single skill. It is engineering, AI, data, hardware, design and governance inside the same delivery — so the system you ship is the one you can still show.

Software & platformsAI with ConfirmKnowledge enginesEdge & hardwareProduct designEU AI Act
ONE TEAM · NO HANDOFF GAPSEDGEKNOWLEDGE ENGINENEXUS INDUSTRIALSoftwareAIHardwareDesignDataGovernanceSpecialists in the same room — not a chain of subcontractors

What we actually staff

Each discipline is held by people who have shipped production systems — and who sit in the same delivery, not as a chain of subcontractors.

PLATFORMS THAT SURVIVE RELEASE 40SPARK · GPUSPARK · GPUINFERENCEVECTOR STOREKNOWLEDGE DBGATEWAYRELEASE TRAINOWNEDtenants isolated · contracts versionedrollbacks rehearsed · source you keep
01

Software & Platform Engineering

Multi-tenant platforms, operational workspaces and high-reliability software with a release train that still works at version forty.

  • Modular architectures, APIs and service boundaries
  • SaaS and operational workspaces with tenant isolation
  • Release discipline: contracts versioned, rollbacks rehearsed
  • Nexus Business — the organisational host we run ourselves
INTELLIGENCE THAT CANNOT WRITE ALONEKNOWLEDGE ENGINENEXUS INDUSTRIALPROPOSESNOT COMMITSUpdate lot 24-0417reason · sources · diffwaiting for Confirmlocalyour metaledgeat the cellprivateyour VPCfrontierthrough a gate
02

Artificial Intelligence

Grounded copilots that propose. Named people who Confirm. Placement decided by latency, secrecy, cost and continuity — not by a vendor’s region.

  • RAG and knowledge-grounded assistants, not chat bolted on
  • Local, edge, private and frontier models behind one gate
  • Computer vision and document intelligence at the cell
  • Writes happen only after a responsible person Confirms
KNOWLEDGE THAT OUTLIVES THE PERSONPDFDWGXLSMLKNOWLEDGE ENGINENEXUS INDUSTRIALKEEP-SETYOURSdecisionscontextevidenceownersversionsSearchable by people and by agents — never locked in a chat log
03

Data & Knowledge

A keep-set the organisation still owns after people leave: decisions, context, evidence, owners and versions — searchable by humans and by agents.

  • Knowledge graphs, ontologies and semantic search
  • Enterprise and industrial Knowledge Engines
  • Operational analytics connected to the same record
  • Nothing locked in a chat log or a personal drive
CLOSE TO THE MACHINE, STILL GOVERNABLEEDGEPLC BUSVISIONAIR-GAP READYThe cell keeps working when the link drops.Robots, mills and vision on one local bus.
04

Hardware & Software Integration

Intelligence next to machines, cameras and sensors — including air-gapped cells that keep working when the link drops.

  • IoT, cameras, PLCs and embedded edge nodes
  • Industrial equipment and monitoring at the cell
  • Local cabinets and air-gapped deployments
  • Hardware–software contracts that survive a shift change
CLARITY IS AN ECONOMIC DECISIONW1W2W3W4OPERATIONAL UIless trainingfewer errors, on the wall too
05

Product, Design & Communication

Clarity is an economic decision. Interfaces people adopt, authoring for walls and totems, audience counts that never hold a face.

  • Product strategy, research and operational UI/UX
  • Design systems that keep quality as the product grows
  • Digital signage, LED walls and interactive spaces
  • Anonymous flow analytics — counts, not identities
GOVERNANCE IS A CONTROL SYSTEMDOSSIEREXPORTABLEwho owns itnamed deployerwhat it isworking classwho may use itliteracywho confirmshuman in the loopwhat happenedincidents · versions
06

Governance, Quality & Compliance

A control system, not a PDF at the end: inventory, classification, oversight, literacy and an exportable dossier.

  • EU AI Act — inventory, classification, literacy, FRIA
  • GDPR-aligned data design and model versioning
  • ISO 9001, process design and audit-ready records
  • Named owners. Confirm on write. Evidence you can export

Where the work lands

Expertise has to live in a host you own.

We do not leave a slide deck. The same contract sits on a Knowledge Engine, on Nexus Industrial and on Nexus Business — change the environment without rebuilding the control system.

IT HAS TO LAND SOMEWHERE YOU OWNKNOWLEDGE ENGINENEXUS INDUSTRIALPublic hostinstitutionsNexus Businessthe org hostNexus Industrialthe plant host

Environments we already know

The same engineering, different constraints.

Industries is not a gallery of logos. It is where this team has already had to place intelligence, name an owner and keep a record.

All industries

EU AI Act & responsible AI

Governance is engineering — not paperwork at the end.

The AI Act is often discussed as a compliance problem. We treat it as an architectural constraint: know which systems you use, understand their risk, assign responsibility, keep humans in control, train the people who use them — and keep the evidence.

Those capabilities live in Nexus Business: inventory, classification, literacy, oversight, transparency, FRIA, incidents, suppliers, models and dossier export. We also design the surrounding systems so those obligations are possible from the first decision, not after go-live.

  • Deployer inventory & working classification
  • AI literacy & named assignments
  • Human oversight & Confirm on write
  • FRIA, incidents & exportable evidence
  • Local copilot that cannot write alone

Operating model

How the disciplines actually connect

Classification, placement and Confirm are decided before code is written — so the operating system you ship is the one you can still show an auditor.

THE SPINE IS SHARED CONTEXTW1W2W3W4Discoverproblem · data · riskArchitectplacement · ownersBuildone platformOperatestill governableGOVERNANCE RUNS UNDERNEATH — NOT AFTER
01

Discover & classify

The problem, the environment, the data and a preliminary AI Act class where AI is in scope.

02

Architect & govern

Where intelligence runs, who is accountable, what evidence is required, who Confirms writes.

03

Build & integrate

Engineering, AI, hardware and design in parallel — one platform, one release train.

04

Operate & improve

Living inventories, audit trails and literacy that do not die at go-live.

Across current and previous work, this team has shipped university ERP, healthcare and risk platforms, AI-first manufacturing, security systems, smart-city analytics, digital signage, institutional platforms and EU AI Act deployer governance.

Put this team on the process that cannot fail.

Bring a critical workflow, a fragmented knowledge base or a platform that has to stay governable. We will assemble the mix. Emerging capabilities also live in Innovation Labs.

Talk to our experts
Expertise | Software, AI, Knowledge, Hardware and Governance | Cosmic Brokkoli - Cosmic Brokkoli