Most businesses meet AI as a chat window that knows nothing about them. You paste in context, get a generic answer, and do the real work yourself. The leverage comes when the agent already knows your business: every customer, every payment, every open issue, and can drive towards business outcomes autonomously.
That is what we build. Viably gathers your business data sources (Slack, GitHub, Stripe, Google Calendar, Search Console, email, webhooks and more) into one always-current record, and Claude drives it over MCP. Add Sectors for live IDX and SGX market data, and your agents work from maximal knowledge rather than guesswork. Over two live evenings you will learn the patterns behind reliable agents, give them tools, memory and guardrails, orchestrate them into a team, and on the second evening point that team at a workflow from your own business.
Hands-on: Driving Agents
Join early and get invited into a workspace already loaded with data and integrations, where you drive real agents against actual business outcomes.
Built on Viably
Agents that understand your stack and the market
Throughout the workshop we use Viably, the automation-first work operating system built by Supertype, as the memory your agents share. It keeps one source of truth that updates itself, so a team of agents reads what actually happened in your business and acts on it. Pair it with Sectors for live IDX and SGX market data, and the agent can read both over MCP: a lead lands in Viably, Sectors answers for the company behind it, and the agent writes the brief and files the follow-up.
Rina at Bank Mandiri wants a credit-risk dashboard. BMRI's CASA ratio is 73.4%, up 2.4pp, so lead with funding-cost analytics.
- Every lead, enquiry and payment captured as it happens, with the payload that proves it
- A customer record that builds itself, so an agent reasons over facts rather than stale entries
- A queryable ledger of events your agents read over MCP
- Tasks and follow-ups with an owner and a due date, filed back by the agent
Signals flow in from
- Webhook Relay
- Stripe
- Slack
- GitHub
- Google Calendar
- Google Search Console
- Threads
Agents read it over MCP from
- Claude
- Cursor
- Codex
Free plan carries the full feature set. Explore Viably or see the product page.
Bring a real workflow
Come with one process you would love to hand off, and build it as an agentic process.
Day 1 · Beyond Chatbots: Agents as Employees
Reframes what an agent is, and how we elevate LLMs into workplace agents that can act autonomously.
- The building blocks of an agentic system: model, instructions, tools and memory.
- Scoping an agent like a role: ownership, boundaries and escalation.
- Six agentic patterns and a quick guide to choosing between them.
- Spotting the first three processes in your business worth automating.
- Writing tools an agent can call reliably, with clear inputs and outputs.
- Conversational and persistent memory, and what is worth remembering.
- Tripwires and guardrails for cost, safety and off-brand answers.
- Code-along: your first single-agent worker.
Day 2 · Orchestrating a Team of Agents
Splits the work across specialists and gets them collaborating.
- Delegation and handoff patterns between a manager and its specialists.
- Running agents in parallel, and merging what they bring back.
- Connecting Viably to your stack so every agent shares one ledger of what happened.
- Logging and tracing so you can see what every agent did, and why.
- Picking a real workflow from your business and mapping it to agents.



