Introducing the Enterprise AI OS

One AI workforce
for the enterprise.

Deploy AI employees across IT, Support, Sales, HR, and Finance — powered by shared knowledge, shared skills, shared tools. One control plane, one identity, one audit trail. The Enterprise AI Operating System.

Runs on the systems your team already runs

Slack
Microsoft Teams
Zendesk
Salesforce
Okta
Workday
GitHub
Notion
Confluence
Datadog
AI Workforce

One workforce. Every department.

Named AI employees for IT, Support, Sales, HR, Finance, and Operations. Every employee runs on the shared platform — one identity model, one audit trail, one set of governance controls.

IT

Access requests, password resets, onboarding cascades, device provisioning, SaaS licence checks.

Support

Ticket triage, cited answers from your KB, refund routing within policy, escalation to specialists.

Sales

Lead qualification, account briefs, CRM hygiene, follow-ups, proposal drafts, meeting prep.

HR

Policy lookup, onboarding and offboarding cascades, leave workflows, employee doc retrieval.

Finance

Invoice processing, expense review, payment routing, reconciliation, policy-aware approvals.

Operations

Vendor and contract questions, incident coordination, cross-system approvals, ops reporting.

Architecture

Five layers. One platform.

Every capability BeforeQuery ships is built on the same primitives — so a new department is a configuration, not a new platform.

  1. 05
    AI Employees, Applications & Workflows

    The workforce customers deploy — departmental agents, AI-native apps, and multi-step procedures.

  2. 04
    Agent Control Plane

    Registry, identity, versions, deployment, permissions, secrets, memory, evaluation — one console.

  3. 03
    Skills, Knowledge & Tools

    Reusable capabilities, one shared context layer, and one integration catalogue every employee draws from.

  4. 02
    Enterprise Systems

    The systems your team already runs — CRM, ITSM, HR, ERP, docs, identity, cloud, code. Connected, not replaced.

  5. 01
    Security & Governance

    RBAC, SSO, SCIM, agent identity, audit logs, approval policies — the layer everything else sits on.

Shared primitives

Build shared. Not siloed.

The failure mode of enterprise AI is siloed builds — each team ships its own agent with its own knowledge, tools, and permissions. BeforeQuery shares four primitives across every employee.

01

Skills

Reusable capabilities — one skill can serve every AI employee that needs it.

02

Knowledge

One shared context layer across documents, code, tickets, and warehouse data.

03

Tools

One integration catalogue — SaaS, identity, cloud, databases, APIs, MCP servers.

04

Workflows

Multi-step procedures with branching, approvals, retries, and agent-to-agent calls.

The one rule

An AI employee should never have more access than the human it acts for.

HumanAI EmployeeSkillToolAction
The workforce, by name

10 named employees. One runtime.

Remy · Support · Dex · Docs · Ivy · IT · Sol · Sales · Harry · HR · Fin · Finance · Mel · Marketing · Sig · Security · Lex · Legal · Rev · RevOps

Playbook marketplace

135 playbooks, ready to install.

Pre-built workflows across HR, IT, Finance, Security, Sales, and Legal. Install one in a click, wire your integrations, and go live in days. Or write your own from plain English or an SOP PDF.

  • Trigger on chat, form, schedule, webhook, or monitoring alert.
  • Approvals per action; step-up MFA on the reviewer where policy demands.
  • Rehearse on a past ticket before it goes live.
  • Every executed action logged and reversible.
Browse the marketplace
Playbook · Security · Sig

Just-In-Time production access — approved and revoked in one loop.

Real shape of a Sig loop: request in Slack, security-lead approval, scoped grant, auto-expiry, audit log. No standing prod access; no ticket queue.

slack · #it-help
live
$priya @ #eng-oncall:grant me sudo on prod-payments-1 for 30 min, incident #INC-4211
·
sig verify: priya on-call for payments team, incident is active P1 context.graph#c8a1
·
sig route approval to on-call security manager approval.matrix
·
sig write ephemeral IAM grant with valid_until = now + 30min aws.iam#a4b2c
sigpriya:Access granted for 30 min. Auto-revokes at 04:23. Full session logged.
granted · 44s · revoke scheduled · full audit trail·reversible · policy-compliant

Same skeleton runs across 135 playbooks. Different systems, different approvers, same guarantees.

Loved by

Support, IT, and knowledge teams.

BeforeQuery cut our support ticket volume by 58% in the first month. The source links mean customers trust the answers — they're not second-guessing the AI.

Priya Nair
Head of Customer Support · Supabase

We connected it to our Slack workspace and Confluence in an afternoon. Our on-call teams now get accurate answers to internal process questions instantly.

Tom Richter
IT Operations Manager · Grafana Labs

The analytics dashboard showed us exactly which questions our knowledge base was failing to answer. We filled those gaps and customer satisfaction jumped.

Ana Castillo
VP of Customer Experience · Clerk
135
Playbooks live
588+
Integrations
45d
Median go-live

See what your Assistant can do on your data.

Free plan, no credit card. Connect a source, install a playbook, and watch the first request resolve itself before you close this tab.

No credit card required