Your AI Teammate
Meet Your Agent.
Every Studio Sakura workspace ships with a dedicated AI teammate. It knows its role, remembers your clients, and gets better every week it works with you. This page is how your agent actually works. Not the marketing version.
What It Is
Your agent is not a chatbot. It's an always-on professional with persistent memory, the governance hooks Sakura wired into every agent's thinking loop, and the ability to notice its own mistakes and correct forward.
Always on
Your agent never clocks off. It sits in your workspace 24/7. Running cron jobs at 6am, answering messages at midnight, picking up where you left off whenever you return.
Persistent memory
It remembers every client, every correction, every preference you've ever given it. No re-explaining yourself. No starting from scratch on Monday. The knowledge compounds.
Governance-bound
Every tool call passes through governance hooks before it runs. Your agent cannot silently overstep. Approvals, audit trails, and refusal logs are built into the thinking loop, not bolted on after.
Self-correcting
When a step fails, your agent notices. It writes a regression test, logs the pattern, and routes around the failure next time. Mistakes become learned behaviour, not recurring bugs.
How It Thinks
The model underneath matters, but the discipline around it matters more. Your agent runs on Claude Opus 4.7 and is held to the same source-priority rules your compliance team would write if they had the chance.
Claude Opus 4.7, medium reasoning
Your agent runs on Anthropic's strongest model at a reasoning depth tuned for professional work. Enough thinking to chain multi-step logic, not so much that it stalls on simple asks.
Multi-step workflows
Ask it to draft, send, log, and follow up. It does all four in one turn. It plans the chain, executes it, and reports what happened. Email, calendar, CRM, browser. It moves across them without your data leaving the governance graph.
Cites its work
Every claim is traceable. If it flags a clause in a contract, it tells you which page. If it sets a deadline, it names the document it came from. No answers without a source.
Refuses without evidence
When the data isn't there, it says so. And stops. It will not guess, fabricate, or paper over gaps. Silence on a field means silence, not a hallucinated fill-in.
What Makes It Yours
Two customers with the same agent profile get two different agents within a week. The shape is shared; the content is not. Everything below is isolated to your workspace.
Pre-seeded role identity
Your agent isn't a blank chatbot. Before you meet it, it already knows the profession. Mortgage broker, conveyancer, real estate agent, accountant. And the workflows that go with it.
Your tools
Gmail, Outlook, Google Drive, your CRM, your document storage. It connects to the tools you already use. Nothing rebuilt, nothing migrated.
Your clients
Every name it learns stays yours. Its memory is isolated per workspace. No other customer's agent can see or touch your client list.
Your language
Tell it once how you like emails signed off, how you refer to a particular client, what phrases you'd never use. And it enforces it forever. Style becomes a permanent guardrail.
What It Refuses to Do
The guardrails are not a settings page. They are invariants written into how your agent reasons. Non-overridable at the app layer, only adjustable through the governance graph you control.
Acting without approval
External communications. Outbound emails, client messages, anything that leaves your workspace. Require your go before execution. It asks. You decide.
Spending without a cap
Paid APIs, premium integrations, anything with a bill attached: it exhausts free options first and escalates the rest. No silent cost creep.
Stating inference as fact
If it reasoned to a claim rather than observed it, it labels that inference. The observed layer always wins the argument.
Proceeding without evidence
When a claim can't be sourced. No document, no probe, no audit line. It refuses to proceed and tells you why. Evidence is the precondition, not the nice-to-have.
It refuses to proceed without evidence. For regulated work this is the feature, not the friction. A refusal with a reason is worth more than a confident wrong answer. And it's logged, timestamped, and audit-ready.
Week One vs Month Six
The shape of the relationship changes as its memory fills. Your agent is useful on day one; it compounds from there.
Week One
It's competent.
It knows its role and its tools. It drafts, summarises, researches, and runs scheduled jobs. It'll ask you more questions than it will in month six. It's learning your clients, your language, your hard "no"s. Expect to correct it. Each correction sticks.
Month Six
It's indispensable.
It anticipates. It remembers the client who hates being cc'd, the lender who always wants three quotes, the deadline pattern you missed once and never again. The questions it asks are sharper. The drafts need less editing. The compound has started to pay.