Hire agents that run real workflows on a schedule, keep long-term memory of your business, and work your actual tools. A built-in chief of staff opens your day with a brief and a decision queue, so the first thing you see is what got done.
Walli-AI agents keep memory, keep schedules, and keep receipts. Every capability below ships on every plan.
A chief-of-staff brief, a decision queue, and a handled strip. One screen that tells you what needs you, and proves what didn't.
brief → decide → doneMorning briefs, inbox triage, weekly reports, month-end summaries: workflows run on cron and self-tune when they start failing.
cron-precise · self-tuningDecisions, people, companies, and deals persist across sessions, relevance-gated so agents recall what matters and skip what doesn't.
entities · insights · recallAnomalies, cost spikes, dropped follow-ups, and quality dips get flagged with a proposed fix. Approve or dismiss in one click, and verdicts stick.
notice → propose → resolveAgents run real code in isolated micro-VM sandboxes: data analysis, file generation, cleanup jobs. Computed, not guessed.
code_run · no egress by defaultEvery run across the fleet is visible: status, cost, output, errors. Every deliverable lands in a browsable Library with an approval trail.
runs → deliverables → auditImport a CSV and you have a real database: linked tables, computed columns, automations. Build reports without SQL, compose dashboards, and pin the widgets that matter to Today. Your agents read and write the same tables you do.
Spreadsheet-simple, Postgres-strong. Link customers to orders to invoices; automations keep rows fresh and pause themselves if they run away.
A step-by-step notebook builder turns table data into charts and answers. Thumbnails preview each report's own result.
Live widgets across tables, with lineage you can trace. Pin up to four to your Today screen, tenant-wide.
OAuth, bot tokens, or API keys, scoped per agent. Gmail stays drafts-first: agents read, triage, and draft, and sending stays with you unless you grant it.
Every outbound call runs through an allow-list you approved, and every tool call lands in your audit trail. Credentials are KMS-encrypted and never shared across tenants.
Compute, network, storage, database, secrets, identity, application: tenancy is enforced structurally, not by convention.
Hardware-isolated compute per session and per code run, no egress by default.
Tables enforce tenant isolation in the database engine itself.
BYOK keys, bot tokens, and API credentials encrypted at rest, scoped per agent.
Agents reach only the hosts you approved, re-checked at request time.
On every plan. SSO, RBAC, and audit logging on Business and Scale.
Every tool call an agent made with your data: what, when, and why.
AI Units meter usage across every model in your plan — Haiku, Sonnet, and Opus draw from the same pooled allowance, so you track one number per agent instead of a separate quota per model.
Hire your first agent tonight. Tomorrow at 6:47 AM, Today will show you what it finished.
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