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IV. Foundry

Nexus Studio and Foundry architecture for runtime operations, controlled build environments, rail design, pack assembly, and deployment preparation.

Summary

This page defines Foundry within Nexus Acceleration. If II. Compute defines the sovereign technical estate and III. Edge defines the distributed observatory layer through which Nexus becomes locally aware, then IV. Foundry defines the controlled build, production, packaging, testing, certification, support, licensing, marketplace, and lifecycle environment through which Nexus capabilities become repeatable operational systems.

Nexus Foundry is not merely a developer tool, design lab, implementation office, or product workshop. It is the governed production architecture through which standards, methods, open-source Digital Public Goods, ontologies, schemas, agents, connectors, playbooks, dashboards, evidence products, proof methods, public-safe rules, finance-readable mappings, sovereign profiles, partner components, and deployment patterns are converted into deployable operational capacity.

The source materials correctly frame Foundry as both a design-and-assembly environment and an enterprise-grade realization layer. One source describes Studio and Foundry as the principal environments through which Nexus rails are authored, operated, tested, and evolved, with Studio carrying live runtime and Foundry carrying governed design, assembly, configuration, testing, and production preparation. Another source defines Nexus Foundry as the enterprise production system that converts public-good standards, open-source components, technical frameworks, recognition systems, public-safe reporting rules, finance-readable evidence frameworks, blueprints, sovereign profiles, hardware/software/data configurations, partner capabilities, and institutional components into deployable operational capacity.

Foundry matters because Nexus cannot scale through bespoke pilots.

It cannot rely on one-off dashboards.

It cannot turn every deployment into custom consulting.

It cannot allow public-good methods to remain unsupported artifacts.

It cannot allow open-source Digital Public Goods to be used without maintenance.

It cannot allow public-safe reports, evidence methods, or finance-readable mappings to be improvised project by project.

It cannot allow runtime systems to be modified directly in production without controlled design authority.

Foundry exists to make Nexus repeatable.

It turns knowledge into packages.

It turns methods into supported workflows.

It turns pilots into deployment units.

It turns field lessons into improved blueprints.

It turns public-good components into operational capacity without enclosing them.

It turns enterprise implementation into a sustainability engine without allowing enterprise execution to capture the public-good stack.


4.1 Why Foundry Exists

Foundry exists because a public-good architecture that cannot be professionally realized will remain fragile, underused, and operationally thin.

Nexus produces many forms of value: standards, ontologies, schemas, Digital Public Goods, observability methods, evidence frameworks, public-safe reporting rules, recognition systems, finance-readable taxonomies, domain packs, sovereign profiles, node configurations, Studio workflows, Academy materials, Marketplace objects, and national or regional deployment patterns.

But these components do not become durable infrastructure merely because they exist.

A standard must become an implemented interface.

A method must become a supported workflow.

An ontology must become usable in systems.

A schema must become validated in data exchange.

A public-safe rule must become a publication workflow.

A finance-readable taxonomy must become an evidence pack.

A node profile must become a deployable configuration.

A pilot must become a reusable deployment unit.

A dashboard must become maintainable.

A connector must become supportable.

An open-source component must become versioned, secured, documented, and sustained.

Foundry exists to perform this conversion under discipline.

It is the place where Nexus becomes buildable, testable, packageable, certifiable, licensable, supportable, and renewable.


4.2 What Foundry Means in Nexus

Within Nexus, Foundry means the governed production and assembly environment through which Nexus-aligned components are authored, configured, tested, packaged, certified, licensed, released, supported, renewed, corrected, and retired.

Foundry may include:

  • rail design environments;

  • pack authoring environments;

  • ontology and schema tooling;

  • policy and playbook editors;

  • connector frameworks;

  • agent configuration systems;

  • dashboard and visualization assembly;

  • evidence product design;

  • proof record tooling;

  • public-safe publication templates;

  • finance-readable evidence mappings;

  • sovereign profile configuration;

  • node profile generation;

  • golden images;

  • deployment blueprints;

  • infrastructure-as-code templates;

  • edge orchestration patterns;

  • security and privacy baselines;

  • test harnesses;

  • simulation environments;

  • conformance preparation;

  • production certification workflows;

  • Bill of Materials discipline;

  • Evidence Passport discipline;

  • marketplace packaging;

  • support schedules;

  • licensing schedules;

  • price objects;

  • renewal logic;

  • decommissioning rules;

  • and deployment-to-asset review.

Foundry is therefore not only a build environment.

It is a production governance system.

It governs how capabilities become operational and how operational experience becomes reusable system value.


4.3 The Foundry Thesis of Nexus

The Foundry thesis of Nexus is that a public-good-rooted, standards-bearing, sovereignty-compatible, and enterprise-deployable architecture can scale only if public-good components and enterprise implementation are connected through a governed production layer that converts modular standards, Digital Public Goods, methods, evidence frameworks, public-safe rules, finance mappings, profiles, packs, and partner capabilities into repeatable deployment units while preserving public-good independence, non-exclusivity, licensing discipline, role separation, lifecycle support, and correctionability.

This thesis has several implications.

Public-good standards must remain independently valid.

Enterprise implementation must remain professionally supported.

Open rails must remain open or broadly licensable.

Protected engines may remain commercially protected.

Deployment units must be documented and supportable.

Pilots must become evidence and learning events.

Public-good components must be visible in Bills of Materials.

Revenue should support public-good sustainability.

Certification must not be bought.

Public-safe review must not be bypassed.

Finance readability must not become finance execution.

Production readiness must not be confused with technical conformance.

Studio runtime must remain separate from Foundry build authority.

Foundry is the bridge between architecture and deployment, but it must not become the owner of the whole Nexus universe.


4.4 Foundry and Studio

Foundry and Studio are paired but distinct.

Foundry is where Nexus capabilities are designed, assembled, tested, packaged, certified, and prepared for controlled release.

Studio is where approved capabilities run in live or controlled operational settings.

The distinction is essential.

Foundry is the build authority environment.

Studio is the runtime environment.

Foundry authors rails.

Studio operates rails.

Foundry designs packs.

Studio runs packs.

Foundry tests workflows.

Studio uses workflows.

Foundry creates release candidates.

Studio runs released or authorized versions.

Foundry prepares deployment units.

Studio makes them operationally visible.

This separation prevents a major failure mode: designing directly in production.

If build work happens inside runtime without control, the system becomes brittle, unsafe, hard to audit, and vulnerable to local improvisation. If design never reaches runtime, the architecture becomes elegant but inert. Foundry and Studio together solve that problem.


4.5 Foundry as Build Authority Environment

Foundry is the build authority environment of Nexus.

It is where authorized architects, engineers, standards stewards, domain experts, ontology stewards, evidence designers, public-safe reviewers, finance-mapping specialists, developers, integrators, and implementation teams prepare operational capacity under rule.

Foundry may author or assemble:

  • rails;

  • domain packs;

  • sector packs;

  • sovereign profiles;

  • regional profiles;

  • national profiles;

  • node profiles;

  • edge configurations;

  • observatory workflows;

  • Studio workflows;

  • agent workflows;

  • AI-assisted tools;

  • evidence products;

  • proof packages;

  • public-safe templates;

  • Marketplace objects;

  • Digital Public Goods;

  • training assets;

  • deployment packages;

  • and support materials.

Foundry is not free-form experimentation by default.

It is innovation under production discipline.

It allows Nexus to evolve without destabilizing live deployments.


4.6 Foundry as Enterprise Production Layer

Foundry also functions as an enterprise production layer.

This means it can convert public-good assets into supported, licensable, certified, commercially sustainable operational packages where selected.

The public-good stack remains independently stewarded by The Global Centre for Risk and Innovation (GCRI), The Global Risks Forum (GRF), The Global Risks Alliance (GRA), protocol authority, the Global Nexus Consortium, Regional Nexus Consortiums, National Nexus Consortiums, open-source communities, universities, public authorities, communities, and other lawful contributors.

Foundry does not own the public-good stack merely because it can implement it.

It does not own a GCRI method because it packages it.

It does not own a GRF public-safe reporting rule because it uses it.

It does not own a GRA finance-readable taxonomy because it embeds it in an evidence product.

It does not become the exclusive gateway to Nexus standards.

It is the professional realization layer that makes selected components deployable when a customer, public authority, National Consortium Company, Project SPV, host, sponsor, or enterprise implementation chooses a full supported path.

This is a foundational boundary.

Foundry operationalizes the public-good universe.

It does not monopolize it.


4.7 Public-Good Standards First, Enterprise Implementation Second

Foundry must preserve the order of the Nexus model:

public-good standards first; enterprise implementation second.

The public-good stack must be modular, non-exclusive, broadly usable, independently governed, licensable, and auditable. It must not be trapped inside one enterprise company, one marketplace, one runtime, one cloud provider, one hardware bundle, one sponsor program, one donor initiative, or one national implementation.

This matters because public-good trust depends on non-exclusivity.

A country should be able to adopt GCRI technical methods on sovereign infrastructure.

A city should be able to use GRF public-safe reporting templates without procuring a Foundry runtime.

A bank should be able to use GRA finance-readable taxonomies inside its own risk architecture.

A university should be able to contribute to GCRI Digital Public Goods.

A community should be able to use GRF safeguard and correction pathways.

An OEM should be able to certify hardware against GCRI profiles.

A cloud provider should be able to host compatible packages without owning Nexus standards.

A telecom provider should be able to support AI-RAN, O-RAN, private wireless, and edge observability without acquiring control of the architecture.

A National Consortium Company or Project SPV may license selected components for execution.

Foundry wins not by enclosing the public-good stack, but by implementing it better.


4.8 Implementation Excellence as the Foundry Advantage

Foundry’s competitive advantage is implementation excellence, not exclusivity.

A closed model may appear strong because it controls access. But in public-good, sovereign, scientific, emergency, finance, infrastructure, and community contexts, excessive exclusivity reduces trust. It can create procurement concerns, discourage university contribution, weaken open-source participation, trigger sovereign hesitation, create sponsor-capture concerns, and make partners view the system as a closed channel rather than a common rail.

Foundry should win because it delivers superior:

  • integration;

  • reliability;

  • user experience;

  • evidence quality;

  • proof discipline;

  • public-safe review;

  • finance readability;

  • partner orchestration;

  • legal robustness;

  • security;

  • support;

  • training;

  • marketplace packaging;

  • sovereign adaptation;

  • data governance;

  • customer success;

  • lifecycle renewal;

  • and operational reliability.

This creates a stronger strategic position than lock-in.

The public-good stack expands the market.

Foundry becomes the best way to implement it professionally.


4.9 Deployment Unit Doctrine

Foundry replaces isolated projects with repeatable deployment units.

A deployment unit is not merely:

  • a consulting report;

  • a dashboard;

  • a hardware shipment;

  • a cloud setup;

  • an IoT installation;

  • a GIS layer;

  • an AI workflow;

  • a sensor package;

  • a telecom integration;

  • a slide deck;

  • a pilot demonstration;

  • or a one-time data feed.

A deployment unit is a bounded, documented, versioned, licensable, supportable, certifiable, evidence-producing, proof-linked, legally governed, and commercially sustainable package.

A deployment unit should identify, as applicable:

  • blueprint;

  • rail class;

  • domain pack;

  • node profile;

  • runtime package;

  • golden image;

  • edge orchestration pattern;

  • cloud or sovereign deployment pattern;

  • data connectors;

  • EO/GIS workflows;

  • AI workflows;

  • sensor integrations;

  • telecom-edge integrations;

  • dashboards;

  • Studio workflows;

  • evidence products;

  • proof records;

  • public-safe output rules;

  • finance-readable mappings;

  • training requirements;

  • support obligations;

  • certification status;

  • pricing objects;

  • license terms;

  • Registry references;

  • Bill of Materials;

  • Evidence Passport;

  • IP records;

  • renewal rules;

  • correction rules;

  • and decommissioning plan.

This doctrine is how Foundry turns delivery into infrastructure.


4.10 Deployment-to-Asset Conversion

Every Foundry implementation should be treated as a production event.

Every pilot should become a validation event.

Every deployment should become:

  • an evidence event;

  • proof event;

  • support event;

  • certification event;

  • learning event;

  • revenue event;

  • lifecycle event;

  • IP-harvest event;

  • and public-good sustainability event where applicable.

No deployment should close without a deployment-to-asset review.

That review should ask:

  • What blueprint was validated?

  • What connector can be reused?

  • What schema needs improvement?

  • What workflow became repeatable?

  • What evidence template was created?

  • What proof object was generated?

  • What public-safe rule was tested?

  • What finance-readable mapping was used?

  • What training asset was produced?

  • What support burden was discovered?

  • What data-rights issue emerged?

  • What Marketplace object could be created?

  • What public-good component requires sustainability support?

  • What correction was needed?

  • What should be retired, narrowed, or upgraded?

Deployment-to-asset conversion prevents the pilot trap.

It makes implementation cumulative.


4.11 The Pilot Trap and Foundry’s Corrective Function

Without Foundry, Nexus risks accumulating the familiar debris of complex innovation ecosystems:

  • bespoke pilots;

  • fragmented dashboards;

  • unmaintained open-source tools;

  • undocumented methods;

  • unclear data rights;

  • unsupported sensor deployments;

  • unpriced support obligations;

  • weak public claims;

  • unprotected IP;

  • unreusable customer-specific builds;

  • fragile partner arrangements;

  • stale public dashboards;

  • unclear certification status;

  • and finance-readable artifacts without maintenance.

Foundry corrects this pattern.

It requires each implementation to be designed from the beginning as a candidate for reuse, support, certification, licensing, renewal, evidence generation, proof audit, public-safe review, finance readability, Marketplace listing, and long-term improvement.

The goal is not more pilots.

The goal is reusable operational capacity.


4.12 Rails in Foundry

Foundry is where rails are authored and prepared.

A rail is a governed deployment of Nexus logic for a defined domain, geography, institution, infrastructure, corridor, public authority learning pathway, or operational use case.

Foundry may prepare rails for:

  • water;

  • energy;

  • food;

  • health;

  • biodiversity;

  • disaster risk intelligence;

  • disaster risk finance;

  • climate adaptation;

  • infrastructure resilience;

  • cities;

  • ports;

  • logistics corridors;

  • industrial systems;

  • public authority learning;

  • sovereign compute;

  • observatory networks;

  • community science;

  • finance-readable readiness;

  • and national or regional deployment.

A rail should not be improvised directly in production.

It should be designed, tested, documented, configured, and released through Foundry before it becomes a Studio runtime or operational deployment.


4.13 Packs in Foundry

Foundry is the primary environment for pack creation.

A pack is a modular bundle of domain-specific or rail-specific components.

A pack may include:

  • ontology;

  • schemas;

  • indicators;

  • indices;

  • playbooks;

  • dashboards;

  • connectors;

  • data models;

  • simulation modules;

  • governance patterns;

  • public-safe templates;

  • evidence templates;

  • proof templates;

  • conformance targets;

  • finance-readable mappings;

  • support rules;

  • and implementation guidance.

Foundry governs the build life of a pack.

Studio governs the runtime life of a pack.

Marketplace governs its discovery and distribution where listed.

Registry governs its status where material.

Protocol governs access and entitlement where applicable.

A pack is not deployment by itself.

A pack is not conformance unless reviewed.

A pack is not public authority adoption.

A pack is not finance execution.

A pack becomes usable because Foundry gives it structure.


4.14 Ontology and Schema Governance in Foundry

Foundry must remain subordinate to ontology and schema governance.

This is essential because build environments can easily become sources of semantic drift.

Foundry may include tools for:

  • controlled vocabulary authoring;

  • taxonomy extension;

  • schema generation;

  • data dictionary management;

  • profile compilation;

  • mapping across domains;

  • API structure;

  • metadata rules;

  • event models;

  • evidence record structures;

  • proof record structures;

  • public-safe labels;

  • node status structures;

  • Marketplace object metadata;

  • and finance-readable evidence fields.

But Foundry cannot create uncontrolled meanings.

Ontology changes must follow proper governance.

Schema extensions must be versioned.

Local adaptations must remain mapped to the common rail.

Runtime semantics in Studio must inherit governed structures from Foundry.

This prevents local deployments from becoming semantically incompatible.


4.15 Foundry and NXOSI

Foundry is one of the main environments through which NXOSI becomes operational.

NXOSI organizes observability, obligation attachment, profile compilation, checks, evidence, proof, routing, correction, and learning into one operational standards infrastructure.

Foundry corresponds to the authoring, profile, policy, package, test, and release side of this sequence.

It may support:

  • observability design;

  • profile compilation;

  • obligation mapping;

  • check definition;

  • evidence template creation;

  • proof method implementation;

  • routing logic;

  • correction triggers;

  • output templates;

  • and learning loops.

Studio carries runtime interaction.

Foundry prepares the logic that Studio runs.

Together they make NXOSI usable.


4.16 Simulation and Testing Before Deployment

Foundry must support simulation and testing before deployment.

Nexus operates in high-consequence environments. Failure can affect public trust, public authority learning, community safety, infrastructure interpretation, finance readability, sponsor accountability, and institutional credibility.

Rails, packs, policies, playbooks, agents, connectors, dashboards, workflows, and evidence products should not move into live environments without testing.

Testing may include:

  • schema validation;

  • data quality tests;

  • connector tests;

  • model evaluation;

  • AI safety tests;

  • public-safe output tests;

  • evidence completeness checks;

  • proof completeness checks;

  • cyber/privacy checks;

  • degraded-mode tests;

  • accessibility checks;

  • localization tests;

  • role-key tests;

  • no-bypass tests;

  • supportability tests;

  • finance-boundary tests;

  • and user acceptance testing.

Simulation is not optional polish.

It is responsible realization.


4.17 Foundry and Evidence Products

Foundry prepares evidence products.

An evidence product may include structured evidence about:

  • risk;

  • exposure;

  • resilience;

  • adaptation;

  • infrastructure readiness;

  • node status;

  • observatory output;

  • domain baseline;

  • public authority learning;

  • project readiness;

  • sponsor-supported capacity;

  • community safeguards;

  • public-good sustainability;

  • or event context.

Evidence products should be designed with:

  • source standing;

  • data rights;

  • provenance;

  • custody;

  • quality;

  • confidence;

  • uncertainty;

  • method version;

  • review status;

  • proof linkage;

  • public-safe classification;

  • finance-readable status where applicable;

  • correction pathway;

  • and withdrawal rules.

Foundry converts evidence methods into operational evidence products.

It does not make evidence consequence-bearing beyond scope.


4.18 Foundry and Proof Records

Foundry should support proof records.

Proof records may include:

  • proof of source;

  • proof of rights;

  • proof of custody;

  • proof of calibration;

  • proof of coverage;

  • proof of service;

  • proof of review;

  • proof of support;

  • proof of publication;

  • proof of correction;

  • proof of interoperability;

  • proof of conformance;

  • proof of package composition;

  • proof of node status;

  • proof of public-safe review;

  • and proof of finance-readable mapping.

Proof improves trust, but proof is not authority by itself.

A proof record can show what was run, reviewed, signed, calibrated, supported, or corrected.

It does not replace governance, recognition, public authority, finance decision-making, or lawful execution.

Foundry must preserve that boundary.


4.19 Evidence Passports

Foundry should support Evidence Passports where appropriate.

An Evidence Passport is a structured record package that helps a deployment, node, evidence product, Marketplace object, public-safe output, finance-readable pack, or operational package explain its evidence basis and lifecycle state.

An Evidence Passport may include:

  • subject identity;

  • component identity;

  • source records;

  • data rights;

  • methods used;

  • evidence class;

  • proof records;

  • confidence;

  • uncertainty;

  • public-safe status;

  • finance-readable mapping where applicable;

  • Registry references;

  • conformance references;

  • recognition references where applicable;

  • support status;

  • correction history;

  • renewal date;

  • and decommissioning status.

Evidence Passports help prevent undocumented claims.

They make evidence portable without making it unlimited.


4.20 Bills of Materials

Foundry should maintain Bills of Materials for material packages and deployment units.

A Bill of Materials may identify:

  • public-good components;

  • open-source components;

  • proprietary components;

  • partner components;

  • data sources;

  • models;

  • connectors;

  • dashboards;

  • hardware components;

  • cloud or sovereign compute components;

  • telecom or edge components;

  • GCRI components;

  • GRF components;

  • GRA components;

  • licenses;

  • support obligations;

  • version numbers;

  • vulnerabilities;

  • dependencies;

  • public-safe review status;

  • finance mappings;

  • certification status;

  • and retirement conditions.

The Bill of Materials makes component use visible.

It prevents public-good assets from being invisibly absorbed into enterprise delivery.

It also allows maintenance, renewal, support, security, licensing, and Revenue Waterfall obligations to be tracked.


4.21 Foundry and Certification

Foundry may operate production certification processes.

Production certification is different from technical conformance, public-good recognition, finance readability, public authority approval, and legal compliance.

A package may satisfy a GCRI technical profile and still not be production-ready.

A package may have GRF public-safe status and still not be operationally supported.

A package may have GRA finance-readable mapping and still not be suitable for deployment.

Foundry production certification may assess:

  • package completeness;

  • runtime readiness;

  • support model;

  • security posture;

  • license completeness;

  • data-rights documentation;

  • Evidence Passport completeness;

  • Bill of Materials completeness;

  • Marketplace readiness;

  • public-safe workflow readiness;

  • finance-boundary language where applicable;

  • customer acceptance;

  • renewal requirements;

  • support obligations;

  • decommissioning plan;

  • and lifecycle management.

Certification fees may fund review.

They do not buy certification outcomes.

Certification must remain criteria-based, record-based, scoped, renewable, suspendable, and withdrawable.


4.22 Foundry and Licensing

Foundry depends on licensing discipline.

Every material component should have its own license status.

This may include:

  • GCRI schemas;

  • GCRI technical methods;

  • GCRI Digital Public Goods;

  • GRF public-safe templates;

  • GRF standing frameworks;

  • GRF trust labels;

  • GRA finance-readable taxonomies;

  • GRA evidence mappings;

  • Foundry runtime components;

  • Observatory modules;

  • Studio workflows;

  • partner connectors;

  • data products;

  • Marketplace objects;

  • training modules;

  • support services;

  • and public-safe outputs.

Licenses should state:

  • owner or steward;

  • version;

  • permitted use;

  • prohibited use;

  • support status;

  • modification rights;

  • attribution rules;

  • commercial-use terms;

  • public/private status;

  • renewal terms;

  • termination rights;

  • correction obligations;

  • public claims limits;

  • and what the license does not grant.

Licensing one component should not automatically license all others.

No implied bundle should exist.


4.23 Foundry and Open Rails / Protected Engines

Foundry must preserve the open rails / protected engines doctrine.

Open rails enable ecosystem adoption.

Protected engines enable sustainable execution.

Open rails may include:

  • shared schemas;

  • public-good standards;

  • controlled vocabularies;

  • reference models;

  • selected APIs;

  • Digital Public Goods;

  • public-safe templates;

  • public authority learning materials;

  • basic conformance profiles;

  • and interoperability mappings.

Protected engines may include:

  • production runtime;

  • managed services;

  • premium proof automation;

  • advanced evidence generation;

  • commercial dashboards;

  • private connectors;

  • customer-specific workflows;

  • deployment recipes;

  • marketplace logic;

  • pricing logic;

  • entitlement systems;

  • support systems;

  • customer-success operations;

  • and trade secrets.

The two must coexist without collapse.

Enterprise protection must not enclose public-good assets.

Public-good openness must not require surrender of legitimate enterprise IP.

Foundry is where this balance becomes operational.


4.24 Foundry and Marketplace

Foundry prepares objects for Marketplace.

Marketplace is the governed discovery and extension layer. Foundry is where many Marketplace objects are authored, tested, packaged, documented, certified, and prepared for listing.

Marketplace objects may include:

  • apps;

  • connectors;

  • packs;

  • dashboards;

  • agents;

  • swarms;

  • observatory patterns;

  • services;

  • Digital Public Goods;

  • training offerings;

  • implementation packages;

  • evidence products;

  • proof audits;

  • and partner services.

Foundry should ensure that Marketplace objects carry:

  • object class;

  • version;

  • steward or provider;

  • support status;

  • certification status where applicable;

  • conformance posture;

  • public-safe status;

  • finance-readable status where applicable;

  • license terms;

  • permitted claims;

  • prohibited claims;

  • lifecycle status;

  • dependency records;

  • and delisting rules.

Marketplace listing is not recognition by default.

Foundry packaging is not public authority approval.

Marketplace visibility is not procurement preference.


4.25 Foundry and Digital Public Goods

Foundry may package Digital Public Goods, but it must not convert public-good openness into enterprise enclosure.

Digital Public Goods may include:

  • open-source software;

  • schemas;

  • datasets;

  • public-good APIs;

  • models;

  • documentation;

  • reference implementations;

  • validators;

  • public-safe templates;

  • and training materials.

Foundry can add value through:

  • integration;

  • support;

  • hosting;

  • certification preparation;