The platform

Five layers.
One operating model.

The workbench, the oversight view, the audit ledger, the tool catalog, and the policy gate — together, the operating system underneath an AI-native organisation.

01Workbench02BU Oversight03Audit Ledger04Tool Catalog05Policy Gate
01 · Agent Workbench

The operations surface
for your agent workforce.

Configure, deploy, monitor, and retire agents from one console. See what every teammate is doing right now, who runs them, and what they’ve cost today. The workbench is your AI HQ.

  • Per-agent role, brief, tools, and budget
  • Live action stream with one-click drill-down
  • Approval queue surfaced where work happens
  • Roll out, A/B, and roll back without redeploying
Agent Workbench · live7 agents running

Inspecting

Chief of Staff

Business unit: Operations · Role: Planner

Running
Last 24 hours2,184 actions / 24h
Policy gate3 of 3 passed
Approvals routed2 to managers
Budget$0.18 of $25 / day

Latest action

tool.invoke finance.read_aging

02 · Business unit oversight

Every agent.
In every business unit.

Group agents by business unit, by team, by owner. Per-BU cost. Per-BU action volume. Per-BU policy posture. The same operating model your CFO already runs people on, applied to a workforce that doesn’t sleep.

  • Per-BU manager-as-owner, inferred or assigned
  • Per-BU cost and action volume in real time
  • Per-BU budget caps and escalation thresholds
  • Cross-BU delegation routed by the Chief of Staff

Business unit oversight

Live

Operations

Owner: Sarah Chen

6 agents
$214 / day
1,840actions / 24h

Finance

Owner: Tim Lou

4 agents
$118 / day
1,120actions / 24h

Sales

Owner: Maya Patel

5 agents
$97 / day
980actions / 24h

Engineering

Owner: Daniel Reyes

7 agents
$182 / day
1,640actions / 24h

Risk & Compliance

Owner: Aisha Khan

3 agents
$54 / day
412actions / 24h

People

Owner: Jordan Park

2 agents
$31 / day
264actions / 24h
03 · Audit ledger

Every action,
forensically captured.

Every plan, every role check, every retrieval, every redaction, every approval — landed in an immutable ledger with the user’s role attached. Stream to your SIEM. Replay any thread end-to-end.

  • Append-only, tamper-evident records
  • Stream to Splunk, Datadog, or any webhook
  • Per-thread replay for incident response
  • Retention you choose, residency you control

Audit ledger · thread #4f2e

Streaming
10:14:02plan.decomposeChief of Staff · 3 sub-tasks
10:14:03role.checkFinance Analyst → allowed
10:14:04tool.invokefinance.read_aging() · 247 rows
10:14:06pii.guardrailredacted 12 emails
10:14:08budget.charge$0.04 → finance-team
10:14:09audit.commitlogged · cid 0x4f2e
10:14:11approval.requestmanager: tim.lou
10:14:23approval.granttim.lou · ✓
10:14:24tool.invokegmail.draft_emails · 14
10:14:31channel.post#ar-team thread
10:14:02plan.decomposeChief of Staff · 3 sub-tasks
10:14:03role.checkFinance Analyst → allowed
10:14:04tool.invokefinance.read_aging() · 247 rows
10:14:06pii.guardrailredacted 12 emails
10:14:08budget.charge$0.04 → finance-team
10:14:09audit.commitlogged · cid 0x4f2e
10:14:11approval.requestmanager: tim.lou
10:14:23approval.granttim.lou · ✓
10:14:24tool.invokegmail.draft_emails · 14
10:14:31channel.post#ar-team thread
10 events captured · streamed to your SIEM
04 · Tool ecosystem

Embed what we ship.
Bring what we don't.

Atlassian, Linear, Salesforce, GitHub, Workday — installed from the catalog with OAuth in minutes. Your internal APIs — added as a custom tool, scoped to a role, audited like everything else. Hosted MCP servers, BYO MCP, BYO HTTP — your choice.

  • 24+ embedded tools, OAuth-ready out of the box
  • BYO custom HTTP tools or hosted MCP servers
  • Per-tool secret vault, surfaced only to admins
  • Role-scoped access inherited from your IdP

Tool catalog

24+ embedded · BYO supported
Atlassian
Linear
Monday
Asana
Figma
Stitch
GitHub
GitLab
Slack
Teams
Salesforce
HubSpot
Notion
Confluence
Snowflake
BigQuery
Postgres
Zendesk
Workday
NetSuite
ServiceNow
Jira
Box
OneDrive
Atlassian
Linear
Monday
Asana
Figma
Stitch
GitHub
GitLab
Slack
Teams
Salesforce
HubSpot
Notion
Confluence
Snowflake
BigQuery
Postgres
Zendesk
Workday
NetSuite
ServiceNow
Jira
Box
OneDrive

Embedded

Curated, OAuth-ready

Bring your own

Any internal API

MCP servers

Hosted or BYO

Role-scoped

Inherited from IdP

05 · Policy adherence

Guardrails on
every action.

The policy gate sits between intent and execution. Role checks, data scope, PII handling, budget caps, manager approvals — all wired into the action path. An agent can’t step outside policy because policy isn’t a setting, it’s the rail it runs on.

  • Role enforcement on every tool call
  • PII handling: warn, redact, or block — per profile
  • Manager approvals routed to the channel users live in
  • Pre-flight budget check before the call leaves the platform

Policy gate

live evaluation

Role check

Finance Analyst → allowed

Checking

Data scope

business_unit = finance

PII guardrail

redacted 12 emails on output

Budget cap

$0.04 of $25 daily

Approval

manager: tim.lou

Action allowed

send · gmail.draft

Activation

Six channels.
One workforce.

Web chat

Profile-aware threads. Delegation pills inline.

Slack

Channel mapping or DM. Default-DM teammate per workspace.

Teams

Same workforce. Conversation mapping per workflow.

Scheduled

Teammates run on a schedule. Cron prompt and cadence.

Webhook

Inbound triggers from any system. Signed.

Autonomous

Self-improving loops. Adaptive prompt persists.

Want a walkthrough on your own data?

Bring a sandbox tenant. We'll connect it live and show you the workbench, the audit ledger, and the policy gate — in 30 minutes.