Enterprise AI,
calmly orchestrated.

Arvenza is the layer between your people and your systems. Four products put AI agents to work on your applications, your data and your knowledge: governed, private, and in production in weeks, not quarters.

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Runs in your cloud or on-premises. Your data never leaves your network.

Customers, employees, partners and other agents reach the Arvenza operating layer. Helix runs the agents; AgentManager governs calls to AI models, VGL answers questions from your ERP and databases, and Arvenza DB retrieves from your documents. Arvenza operating layer Customers Employees Partners Other agents Helixagents and integration AgentManagermodel gateway VGLgraph over live data Arvenza DBretrieval AI models ERP & databases Documents

One operating layer, four products

Start with Helix, the platform your agents run on. Add the others as you need them: each works on its own, and they work best together.

AI agents and integration

Helix

Build, run and govern AI agents on the systems you already run, with a person approving whatever you choose.

440+ connectors in 33 categories, and seven agent patterns

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Model gateway

AgentManager Preview

Govern every model call your agents make: who may use which models, at what cost and within which rules.

Routing and failover, rate limits, budgets and guardrails in one gateway

Explore AgentManager
AI-native database

Arvenza DB

Find by meaning, by words and by connection in one query, with Arabic built into the text search.

310× faster than an exact scan at 97% recall, on a million vectors

Explore Arvenza DB
Virtual graph layer

VGL

Ask graph questions of the data you already have, without copying a row, under the access rules it already has.

Answers straight from a 2.1-million-row ERP at a 21 ms median, with nothing copied

Explore VGL
See how the four products fit together

Numbers you can check

Every figure comes from our own documentation and test runs, and each is shown with the conditions it was measured under.

440+enterprise connectors across 33 categories, ready to use in Helix
310×faster than an exact scan at 97% recall on a million vectors, in Arvenza DB
84.6%of the evidence in the top five for multi-hop questions, against 69.7% for hybrid search alone
16Mrelationships analysed by VGL in one scan, with six graph algorithms running together

Arvenza DB figures: one 32-core server, 128-dimensional vectors, recall checked against an exact search (15 September 2026); the multi-hop figure uses a public benchmark of 1,000 questions. VGL figure: 16.0 million edges over 2.0 million vertices on one machine, peak memory 2,932 MB; on a 2,142,623-row ERP, VGL answered all 100 test questions at a 21 ms median. Details on the Arvenza DB and VGL pages.

Built for enterprises that can't compromise

Your data stays yours.

Everything runs inside your own environment. Pair it with a self-hosted model and nothing leaves your network.

A person decides what matters.

Any agent action can wait for approval, and every step is traced, so each decision can be explained and audited.

No lock-in.

Every major model provider, and the open agent standards: MCP, A2A and AG-UI. Changing provider is a one-line change.

A proven pedigree.

Built by the team behind Massil, with the same enterprise engineering discipline, now focused entirely on AI.

What teams build on Arvenza

Each pattern shows the products it runs on.

Customer service agents

Routine requests resolved in minutes, with each customer's history and your policies at hand.

HelixArvenza DB

Approvals with a person in the loop

Requests qualified and routed automatically, while people approve the decisions that matter.

Helix

Knowledge assistants

Answers from thousands of your own documents, with the sources attached.

HelixArvenza DB

Questions across your ERP

Reporting chains, spend and supplier networks answered straight from the source systems.

VGLHelix

Governed AI for every team

One gateway for every model call, with budgets, limits and guardrails for each team.

AgentManager

Document processing

Invoices, contracts and forms read, checked and routed, with only the exceptions sent to people.

Helix
See the use cases in detail

From idea to production in three steps

  1. Describe

    Define agents, tools and pipelines in readable configuration your team can learn in a day.

    Read the getting-started guide

  2. Connect

    Plug into the systems you already run: your CRM and ERP, databases, messaging and documents.

    Browse the connectors

  3. Ship

    The same setup runs on a laptop, a server or a cluster, so what works in the demo is what runs in production.

    Read the deployment guide

Go deeper

DocumentationGuides, reference and examples for building with Arvenza Helix. Use casesThe patterns enterprises build on Arvenza, and the outcomes they deliver. FAQDeployment, models, security and proofs of concept, answered. Partner programRefer, resell or deliver Arvenza for your clients.

OUR APPROACH

Every business is unique.
Our approach begins with yours.

We work with your leadership team to understand your objectives and challenges — then design practical, outcome-driven use cases aligned to your strategy. No generic AI solutions; every initiative delivers tangible results and a clear return.

1
Understandyour business goals and strategic priorities
2
Identifyoperational pain points and opportunities
3
Prioritisethe highest-value AI use cases for your business
4
Provea proof of concept on your top use case — the outcome speaks first
5
Delivera tailored roadmap and measurable business outcomes

From conversation to transformation

The right conversation is where every successful AI journey begins.

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