Halyard vs Guru.
Guru is a verified-cards knowledge base — built for support and enablement teams that want a single source of vetted truth. Halyard is the context layer underneath your AI tools, feeding them what your team already writes. Overlapping audiences, different models.
The right choice for support and enablement teams that want a verified, expert-owned knowledge base. Guru's strength is the workflow: named owners, scheduled re-verification, trust badges on every card. Answers surface inside Slack, Teams, and the web via its browser extension.
The right choice for teams where a lot of real knowledge is produced in work, not in a knowledge base. Halyard captures from Slack threads, PRs, meetings, and docs automatically — no "write a card" ceremony — and surfaces it inside Claude, Codex, Cursor, and whatever AI tools your team uses.
Verified cards vs.
captured context.
Pick Guru when…
- Your customer-facing teams need a single source of verified truth with named expert owners.
- Compliance or quality requires scheduled re-verification cycles.
- You want answers to surface inside the browser via an extension, for team members working in other SaaS tools.
- You have — or can build — the discipline to author and maintain high-quality cards.
Pick Halyard when…
- The knowledge that actually matters is already in Slack, GitHub PRs, and meeting notes — not in a curated wiki.
- You want AI tools (Claude, Copilot, Cursor) to ground their answers in your team's real work.
- You'd rather capture knowledge automatically than ask teammates to write cards.
- You want an agent to escalate to a human when the answer isn't written down — and then capture that reply.
Some teams run both. Guru stays the verified knowledge base for GTM and support — the canonical answers with expert ownership. Halyard captures everything else (decisions in Slack, architectural conversations in PRs, meeting transcripts) and makes all of it — including your Guru cards — queryable from every AI tool your team runs.
Feature by feature.
"Depends" means the answer hinges on your team shape or workflow, not the product.
| Feature | Guru | Halyard | Winner |
|---|---|---|---|
| Knowledge capture model | Verified knowledge cards authored by subject-matter experts; every card has an expert owner | Automatic capture from Slack, PRs, meetings, docs — attributed to the people who wrote the message, not a dedicated author | Halyard |
| Where AI retrieval happens | Guru's agentic search and AI Chat — primarily inside Guru's UI and the browser extension | Inside whatever AI tool your team already uses — Claude, Codex, Cursor, ChatGPT — via MCP | Halyard |
| Content verification workflow | Best in category — scheduled re-verification cycles, expert ownership, trust scores | Lightweight — attribution and freshness signals, but not a formal verification workflow | Guru |
| Slack / Teams browser extension | Deep integration — answers surface inside Slack, Teams, and any web app without leaving context | Slack-native for capture and routing, not a browser extension for passive surfacing | Guru |
| Task execution | Display-only — cannot execute actions in source systems | Display-only for knowledge; action execution happens inside your agents (which Halyard grounds) | Depends |
| Routes unknown questions to a human | Escalation flows exist via verification and 'Announcements', but not real-time routing based on expertise graph | Agent asks → Halyard routes to the right expert in Slack → reply becomes durable knowledge | Halyard |
| Integration breadth | 100+ integrations (Slack, Teams, Salesforce, Zendesk, Confluence, SharePoint, Google Workspace) | Focused on the agent-native stack — Slack, Notion, GitHub, Drive, Linear, Granola meetings | Guru |
| Maintenance discipline required | High — cards need owners, verification, and deliberate authorship; poor discipline = stale cards | Low — capture is automatic; curation is optional, not required for the system to work | Halyard |
| Pricing | $25/user/mo (10-seat min annual). Enterprise: usage-based for AI reasoning | Team-priced, no per-token AI surprise | Depends |
Don't replace Guru. Ground your agents.
Halyard indexes your Guru cards as one of many sources. Your AI tools get grounded context from wherever your knowledge actually lives.