What we do
TenthMatrix designs, builds and runs AI agents and generative AI applications for clients. Teams hand us the project. We deliver working software in their repository, connected to their systems, with a person approving anything risky.
Where we came from
TenthMatrix was split out of Workstation, which builds GPU workstations and clusters. Workstation kept the hardware. TenthMatrix took the software: the agents, the tools they depend on and the applications around them.
Products we run
Ring Promoter, Proxy10x, WSL Vault, Jobshout, SysOps 24/7 and the Nebula family started as things our own agents needed in production. Client projects use them where they fit, and the client's existing tools where they don't.
How we write
We publish the engineering behind the work: architecture notes, the Jev benchmark series and write-ups of what failed. If you want to know how we would approach your project, the articles are a good place to start.
About TenthMatrix
We build AI agents and generative AI applications for companies that outsource the work
Since 2000
Our story
From a tech talent business at Putney Bridge in 2000, through Workstation's hardware and software years, to TenthMatrix and AI agents today. See how we got here.
- Year the business began, as Workstation
- 2000
- 10x products: Proxy10x, VPN10x, Vault10x, Registry10x
- 4
- Sales enquiries from the Workstation AI shop in its first couple of months
- £2m+
- Release rings every change passes: int, test, acc, prod
- 4
- Languages this site and its articles are published in
- 13
Expertise
AI agent development
Agents with typed tools, bounded loops, approval gates and evaluation sets.
- Claude Agent SDK
- LangGraph
- MCP
- OpenTelemetry
Generative AI applications
Knowledge assistants, drafting tools and copilots grounded in your own documents.
- RAG
- Vector search
- Amazon Bedrock
- Azure AI Foundry
Open-weight model hosting
Self-hosted models for workloads where the data cannot leave your estate.
- vLLM
- Ollama
- Llama
- Qwen
Platform and security
Secrets, gateways and release pipelines for agent workloads.
- WSL Vault
- Proxy10x
- Ring Promoter
- Kubernetes
Operations
Monitoring, cost reporting and incident response once it is live.
- SysOps 24/7
- Prometheus
- OpenTelemetry
Integration
Connectors into CRMs, ticketing systems, databases and file stores.
- REST APIs
- Webhooks
- MCP servers
- PostgreSQL
Values
Say what it won't do
Every scope lists what the agent must never do, next to what it should.
People approve risky actions
Agents draft and prepare. Sending, spending and deleting wait for a person.
Your code, your data
The work lives in your repository and your systems from the first commit.
Show the working
We publish how our software works, including the parts that broke.
Team
CEO
Balinder Walia
Took over the business as CTO in 2009 and later became CEO. Leads TenthMatrix and Workstation, and still reviews the architecture of client agent projects.
- AI agents
- Platform engineering
- Kubernetes
- Product strategy
Team
Agent engineering
Designs and builds client agents and generative AI applications: tools, prompts, evaluation sets and approval gates.
- Claude Agent SDK
- LangGraph
- MCP
- RAG
Team
Platform and security
Builds and runs the products our agents depend on: gateways, secrets, private networking and release pipelines.
- Proxy10x
- Vault10x
- VPN10x
- Ring Promoter
Team
Operations
Keeps live systems healthy once they ship: monitoring, cost reporting, on-call and incident reviews.
- SysOps 24/7
- Prometheus
- OpenTelemetry
Achievements
The Workstation AI shop
We built the Workstation website and AI shop with AI-assisted software. Its AI Sales Agent brought in more than £2m of sales enquiries within a couple of months of launch.
Read the case study: The Workstation AI shopFour 10x products
Proxy10x, VPN10x, Vault10x and Registry10x started as tools our own agents needed in production. They now live side by side in one monorepo.
Health-gated releases
Ring Promoter moves every change through int, test and acc before prod, and stops the promotion when a ring's health checks fail.
Published in 13 languages
This site, its blog and its technical articles are published in 13 languages from a single English source.
Work with the TenthMatrix team
Tell us what you want your agents to do. We reply within one working day.