Services

Your technology and operational partner.

Consultation, design, development, deployment, and operations for AI clusters and networks — for the data center operators, sovereign governments, and enterprises that want to own their AI infrastructure.

Unique expertise

As the primary developer and contributor to the Tenzro Network, we hold expertise in this stack that no one else can offer — the same infrastructure we design and deploy for operators, governments, and enterprises runs in production on a public network at scale.

We are also a Canton Network partner with deep experience in the design and development of institutional blockchain systems — the settlement and compliance rails sovereign and enterprise deployments depend on.

01 · Consultation

Managed operations for clusters and networks.

01 · Consultation

Strategy and architecture for sovereign AI.

For data center operators, governments, and enterprises evaluating sovereign AI, planning a migration away from a centralized vendor, or designing an in-house AI strategy that does not depend on a hyperscaler.

Vendor independence assessment

Audit existing AI workloads, costs, and lock-in. Identify which workloads can be moved to a self-hosted, decentralized, or hybrid model.

Architecture & roadmap

Design the target architecture — compute, models, identity, orchestration — and a phased roadmap to get there without breaking existing systems.

Decentralized AI advisory

Ongoing technical advisory for operators, governments, and enterprises adopting open AI infrastructure, agentic systems, verifiable training, or on-chain settlement.

02 · AI cluster design & deployment

AI clusters deployed in diverse environments — without a data center.

We design AI clusters built on embedded AI hardware so they can be deployed at the edge, on-premise, in the field, or anywhere a hyperscale data center would be impractical. The Tenzro Network provides the network and software infrastructure that ties these clusters together, enabling distributed connectivity with high-performance inference and training across them.

Sizing & topology

Right-size the cluster for your workload — model footprint, throughput, latency, redundancy, power envelope, and physical environment.

Embedded AI hardware

Build on proven, energy-efficient embedded AI platforms that run anywhere there is power and a network — no exotic hardware, no single-vendor lock-in.

Software stack

Tenzro cluster runtime — model serving, sharding, scheduling, federated updates, and optional connection to the public Tenzro Network.

Diverse environments

Edge sites, retail floors, factory floors, vehicles, vessels, research outposts, secure on-premise data rooms — anywhere centralized cloud is not an option.

Deployment & operations

Provisioning, commissioning, monitoring, and ongoing operations — we deploy with you or hand over a fully documented stack your team can run.

03 · Custom AI models

Custom model design, development, training, and deployment.

We design and build custom AI models end-to-end — from problem framing and data design through training, evaluation, and deployment — and we deploy those models in the environments where they need to run, including embedded clusters, private networks, and the public Tenzro Network.

Model design

Problem framing, architecture choice, dataset design, and evaluation strategy — tailored to your domain, constraints, and hardware target.

Training

Pre-training, fine-tuning, and reinforcement learning runs — on your own hardware, on the Tenzro Network with verifiable training, or in a hybrid configuration.

Deployment in diverse environments

Optimize and deploy the resulting models for embedded AI hardware, GPU clusters, on-prem servers, or air-gapped sites — wherever inference needs to happen.

Lifecycle & evaluation

Versioning, monitoring, evaluation harnesses, and continuous improvement — so the model keeps performing as the world changes.

04 · Private Tenzro networks

Sovereign deployments of the Tenzro Network.

Operate the full Tenzro stack — consensus, tokenized inference, agent identity, settlement — inside your organization, nation, or consortium. For governments, enterprises, and operators that need full sovereignty over their AI infrastructure.

Network design

Validator topology, governance, permissioning, and bridges to other networks (including the public Tenzro Network).

Identity & policy

TDIP identity for your users, agents, and services — with delegation, mandates, and policy that matches your organization.

Bring-your-own models

Publish internal models on the private network, serve them through standard interfaces, and meter usage with on-chain receipts.

Operations & SLA

Run-it-with-us or hand-off operations, on the schedule your organization needs.

05 · Canton Network & institutional blockchain

Canton Network partner for institutional systems.

We are a Canton Network partner with deep experience designing and developing institutional blockchain systems — Canton/DAML applications, RWA settlement, and the bridges between regulated finance and the open agentic web.

Canton / DAML applications

Design and build Canton/DAML applications — privacy-preserving smart contracts, DvP settlement, CIP-56 tokens, and Canton-native asset issuance.

Institutional integrations

Integrate Canton workflows with EVM and SVM ecosystems through the Tenzro multi-VM substrate — one identity, one settlement asset, multiple VM views.

RWA & tokenization

Real-world asset tokenization and on-chain settlement aligned with how DTCC, JPMorgan, and other institutional players are deploying on Canton today.

Compliance & audit

Operational design for regulated environments — permissioning, audit trails, identity verification, and reporting integrations.

06 · AI governance

AI governance through standards design.

We help organizations design AI governance frameworks that are technically enforceable, not just policy on paper — through open standards, on-chain attestations, agent mandates, evaluation harnesses, and policy primitives that run inside the systems they govern.

Standards design

Design open standards for AI accountability — identity, mandates, audit trails, model cards, evaluation reports — and contribute them upstream where appropriate.

Policy primitives

Translate governance requirements into runtime policy — scoped delegations, spend caps, purpose-bound mandates, and on-chain receipts that make compliance verifiable.

Evaluation & audit

Evaluation harnesses, red-teaming tooling, and audit pipelines for models, agents, and the systems that surround them.

Foundation alignment

Coordinate with the Tenzro Foundation and other public-interest bodies on open standards, public-interest tooling, and the broader AI standards ecosystem.

07 · Development

Custom frameworks, applications, and agentic systems.

Engineering services for operators, governments, and enterprises that want to build on top of the Tenzro Network or adapt our open frameworks to their domain — model marketplaces, agent runtimes, training coordinators, orchestration tools.

Application development

End-to-end design and implementation of network-integrated applications — model registries, marketplaces, dashboards, billing systems.

Agentic systems

Design and build autonomous agents and the orchestration that surrounds them — identity, delegation, mandates, settlement, audit.

Framework adaptation

Fork, extend, or harden our open frameworks for specific industries, regulatory regimes, or hardware targets.

08 · Operations & support

Managed operations for clusters and networks.

Once a cluster or a private Tenzro network is in production, someone has to run it. We offer run-with-you and fully managed operations — monitoring, on-call, upgrades, and the human-in-the-loop work that keeps live infrastructure healthy.

Monitoring & on-call

24/7 monitoring, alerting, and on-call coverage for deployed clusters and private networks — with response SLAs you choose.

Upgrades & maintenance

Rolling upgrades of cluster software, network nodes, and dependent frameworks — coordinated with your release cadence.

Capacity & cost management

Capacity planning, workload-shape tuning, and cost reporting — so you know what you're running and what it costs.

Incident response

Root-cause investigation, postmortems, and follow-up work for incidents — feeding back into the design loop.

Start a conversation

Strategy and architecture for sovereign AI.

AI clusters deployed in diverse environments — without a data center.

Custom model design, development, training, and deployment.

Sovereign deployments of the Tenzro Network.

Canton Network partner for institutional systems.

AI governance through standards design.

Custom frameworks, applications, and agentic systems.

Managed operations for clusters and networks.

Strategy and architecture for sovereign AI.

AI clusters deployed in diverse environments — without a data center.

Custom model design, development, training, and deployment.

Sovereign deployments of the Tenzro Network.

Canton Network partner for institutional systems.

AI governance through standards design.

Custom frameworks, applications, and agentic systems.

Managed operations for clusters and networks.

Tell us about your environment, your jurisdiction, your constraints, and the workloads you need to run.