Head to head

BeforeQuery vs Moveworks

Moveworks pioneered the agentic-AI-for-IT category and was acquired by ServiceNow in 2025. If you already run on ServiceNow and want the AI layer that comes with it, Moveworks is a natural pick. If you don't — or if you'd rather not deepen a ServiceNow dependency — the trade-offs look different.

At a glance

Moveworks column compiled from moveworks.com/us/en/platform, /integrations, /security, and public analyst references (fetched 2026-09-05).

Feature
BeforeQuery
Moveworks
ServiceNow-owned
Ownership independence
Independent company. Not tied to any ITSM platform.
ServiceNow subsidiary since 2025. Roadmap is a ServiceNow roadmap.
Answer grounding
Paragraph-level sourcing on every answer; verdict step abstains when the corpus doesn't have it.
Enterprise Search retrieval — solid; verdict-style abstention not documented publicly.
Context Graph
First-class product with Explorer, Queries, and Sync. Every relation traceable to source system.
EXI + internal context model — not surfaced to operators as a first-class explorer.
Open protocols
MCP server + A2A endpoint + HTTP + GraphQL webhooks — shipped.
Not published.
Open SDK
@beforequery/agents on npm; open TypeScript SDK.
Agent Studio — Moveworks' low-code IDE. Not open.
Public pricing
Free, Pro ($99/mo), Business ($499/mo), Enterprise — with quotas and integration counts published.
Hidden. Sales-led motion; typical enterprise pricing indicated by third parties.
Self-serve trial
Free tier, no card. Connect a source, ask a question, ship a playbook.
Book a demo.
Bring your own model
Anthropic, OpenAI, Google, self-hosted — per workspace on Enterprise.
Mixed LLM strategy internally; per-tenant BYOK not publicly offered.
Pre-built playbook catalogue
135 playbooks across HR, IT, Finance, Security, RevOps, Legal.
1000+ pre-built agents in the marketplace — deep in IT, growing in other domains.
Named integrations
17 hero today, 440+ addressable via UIA + NL builder by month 12.
60+ named; ServiceNow-ecosystem depth on top.
Compliance
SOC 2 Type II (Phase 2), ISO 27001 (Phase 3), HIPAA + BAA (Phase 4), ISO 42001 (Phase 5).
SOC 2, ISO 27001/27017/27018/27701, ISO 42001, FedRAMP, HIPAA-ready.
AI Employees (persona-branded)
10 named AI Employees across Support, Docs, IT, HR, Finance, Security, Legal, Sales, Marketing, RevOps.
Single 'Assistant' persona; not persona-branded per department.
Chat surfaces
Slack, Teams, Discord, Zendesk, Intercom, widget, MCP.
Slack, Teams.
Deployment claim
45 days to first live playbook.
8-week typical time-to-value.

When to pick BeforeQuery

You don't run on ServiceNow or don't want to deepen the dependency. Moveworks' roadmap is now ServiceNow's roadmap; if that's not your platform, the fit weakens each release. You want to evaluate before booking a demo. Free tier, no card, real data connected in five minutes. You want open protocols: MCP for Claude Desktop and Cursor, A2A for agent-to-agent flows, an npm SDK for custom integrations. Moveworks doesn't publish any of these. You care about inspecting the reasoning: paragraph-level source highlighting on every answer, entity paths on every action, an immutable audit trail. If your buyer includes security or compliance, the trace matters. You need to serve more than IT: HR onboarding, Finance approvals, Security reviews, Legal contracts, Sales prep — on the same platform with the same audit story.

When to pick Moveworks

You run ServiceNow and want the AI layer that comes native with it. Post-acquisition, Moveworks is that layer. The integration story into CMDB, ITSM, and HCM is deeper than any independent vendor can offer today. You need FedRAMP today. We're not there yet; Moveworks is authorised. If you're a federal buyer, this is decisive. You want the largest pre-built agent catalogue on day one in IT specifically. Moveworks' 1000+ marketplace, deep in IT scenarios, has years of head start. You don't need MCP, A2A, or an open SDK. If your Assistant lives entirely in Slack/Teams and never touches Claude Desktop, Cursor, or an agent-to-agent workflow, the open-protocol story doesn't change your decision.

When it is close

Both platforms handle password resets, JIT access, ticket deflection, approval-gated writes, and audit logging. If your requirements start there, the deciding factor is likely ServiceNow dependency (or freedom from it), pricing transparency, and whether you want the Assistant to live in surfaces beyond Slack and Teams.

Frequently asked questions

We're a ServiceNow shop — should we still consider BeforeQuery?

Yes, in specific cases. If you want to serve HR / Finance / Legal / Sales from the same AI Employee platform without buying ServiceNow modules for each, we cover ground Moveworks-on-ServiceNow doesn't fit. And if you want to keep leverage during your next ServiceNow renewal, having an independent agent layer changes the negotiation.

Can BeforeQuery integrate with ServiceNow?

Yes — as a ticketing surface and a Context Graph source. ServiceNow is on the roadmap for direct integration in Phase 4. In the meantime, our Zendesk / Jira Service Management / Freshdesk integrations cover the majority of ITSM patterns.

How does the Moveworks Agent Studio compare to your Playbook Studio?

Moveworks Agent Studio is a closed low-code IDE for building agents inside their platform. Our Playbook Studio is a natural-language authoring surface plus an open npm SDK (@beforequery/agents), so you can build in the UI, in code, or import from an SOP PDF.

Are your open protocols really open, or just marketing?

Every knowledge base and agent ships a real MCP endpoint you can add to Claude Desktop or Cursor and use today. The A2A endpoint and the @beforequery/agents SDK are published on npm. Not roadmap — shipped.

What about FedRAMP?

Moveworks is FedRAMP-authorised; we're not. FedRAMP is Phase 6 at earliest and only if we win a federal customer. If your buyer requires FedRAMP today, Moveworks wins that specific decision.

Try BeforeQuery in 5 minutes

Free plan, no credit card. Connect a docs source and see how our grounding compares — before you sit through a Moveworks demo cycle.