Content desk
Live- Editor
- Researcher
- Fact checker
- Illustrator
- Social writer
Hands backPosts in Notion and Slack
About Arclyx
Run the business.Let agents run the tools.
We started Arclyx because small teams spend their week operating tools instead of running their business. Agents can take that week back, if they are built to be trusted.
Why Arclyx exists
Three ideas, one direction.
Every small team runs like it has fifty people.
The weekly report, the invoice chase, the pipeline cleanup: the work that eats a small team's week gets done by agents, on time, without anyone babysitting it.
Turn a sentence about the job into an agent that does it.
Describe the work once. Arclyx builds the agent, connects the tools, proves it on a real run and keeps it running, with every step on the record.
Software made us operators. Agents make it do the job.
Twenty years of SaaS gave every team more dashboards, more tabs and more exports. An agent flips that: you say what done looks like, it does the steps, and it shows its work.
Why small and mid-sized teams
Big companies hire an ops team. Small ones hire a weekend.
A 15-person agency and a 300-person manufacturer run the same Monday report and chase the same invoices as a company of 15,000. Neither has an ops team to automate it. That gap is who we build for.
08:00Client reports06:00reports posted
13:00Lead cleanup06:00leads routed
09:00Weekly metrics06:00metrics sent
14:00Release notes06:00notes live
13:00Invoice chase06:00reminders sent
How we started
It started as a project inside Arc10.
Jigar and Deval started Arc10, an AI-native engineering firm in Toronto.
In 2025 Arc10 started Project DocRAG: upload a team's documents, ask a question, get an answer with its sources. Soon the assistant could run code, not only read.
In April it became Project auramind and grew into a platform for teams. In June it got agents. In September the work launched under a brand of its own: Arclyx.
Projects and a brand
Two projects, one brand.
DocRAG and auramind were project names inside Arc10. Arclyx is the brand.
DocRAG
- Project DocRAG starts
- First agent tools
- Access by tag
Renamed
auramind
- Project DocRAG becomes Project auramind
- Organisations
- Agents
- Schedules
- Dry runs
- Sandbox
- Helpers
Became the brand
Arclyx
The brand that work ships under.
- The Arclyx brand
How we ship
Shipped every month.
- 2025
- 2,448
- 336
- 6
What we believe
What we hold ourselves to.
How the company works, the same rules we hold our agents to.
Outcomes, not features
We measure Arclyx by the work it finishes, not the buttons it has.
A reply in chat, a page updated in Notion, a report posted to Slack: whatever the job, you can see it's done.
Trust is earned on real data
Test an agent on your real data before you let it run on its own.
Dry runs let you watch an agent work before you save it.
Every step on the record
What an agent did, why, and what it cost is one click away.
A trace and a cost on every run.
Safe when no one is watching
Agents run at 2 a.m., so they have to be trustworthy at 2 a.m.
Isolated sandboxes, a spend ceiling on every run, limits set by admins.
We run on it first
Every capability does our own work before it does yours.
Code review, estimates, monitoring and research already run on Arclyx inside Arc10.
Who builds Arclyx
Built by Arc10, an AI-native engineering firm in Toronto.
Arclyx is Arc10's AI agent platform. Arc10 Technologies Inc. built it, first as Project DocRAG, then as Project auramind. Since 2018, Arc10 has built production software for companies across North America, and today the company runs on AI agents of its own.
That experience is why Arclyx exists in the shape it does. Production AI agents need distributed-systems work, observability, API design and real care with data, the work Arc10 does every day.
43.77° N79.33° WToronto, ON Across North America
Open in Google Maps ↗We run on agents first
Before we sold agents, we ran on them.
Arc10 runs its own content, engineering, business development and sales on Arclyx. A few examples from our workspace, and we run many more agents internally.
Engineering
Live- Code reviewer
- Effort estimator
- Incident triage
- Tech scout
Hands backReviews and estimates
Business development
Live- Source curator
- RFP scout
- Competitor watch
Hands backProjects worth a bid
Sales
Live- Prospector
- Qualifier
- Outreach writer
Hands backEmail drafts to review
The team
The humans behind it.
Jigar
Founded Arc10 with Deval. Leads the company from vision to production, and still engineers the work.
Deval
Co-founded Arc10. Leads engineering on the agent platform.
Bhavik
Builds Project auramind, the multi-tenant agent platform behind Arclyx, in production today.
Working here
We hire people who have shipped.
If you have shipped production systems, owned workstreams end to end, and want to do that work on a team of engineers where the bar is not negotiable, we'd like to hear from you.
Working at Arclyx
What I have shipped:
A production system, the part I owned, and what happened after launch.
The company
Who builds Arclyx?
Arc10, an AI-native engineering firm in Toronto, founded by Jigar and Deval.
What were DocRAG and auramind?
Internal project names at Arc10. Project DocRAG started in 2025 and became Project auramind in April 2026. Arclyx is the brand that work now ships under.
Who owns Arclyx?
Arc10 Technologies Inc., incorporated in Ontario, Canada.
Where are you based?
Toronto, Canada. Arc10 works with teams across North America.
The product
Can I use Arclyx today?
Arclyx is in private beta. Join the waitlist with a work email and we'll reach out as we open seats.
Working with us
Are you hiring?
Selectively. Write to [email protected] with what you've shipped.
How do I reach you?
[email protected]. A person reads every message.
Help us build it.
Join the private beta, or write to us. We read every message.