Federated Search for AI

Federated search
built for AI agents.

Federated search for business AI queries CRM, email, Slack, and documents in one graph traversal — returning cited synthesis, not keyword hits alone.

One query across CRM, email, Slack, and docs — with multihop graph traversal and cited synthesis. Not doc-only search. Not keyword matches without context.

Related: Federated search guide · Gyri vs Glean

The problem

Why typical alternatives
fall short.

01

Doc-only workplace search

Glean and Copilot excel at files — but miss the email thread and Slack decision tied to a live deal.

02

Keyword without synthesis

Elastic finds hits. Operators still manually assemble the story across five tabs.

03

No agent-ready graph

Search UIs do not expose multihop joins and write-back for Claude, Cursor, and internal automations.

Why Gyri

Four capabilities
most lack.

Federated GTM stack

One query across your stack

CRM, email, Slack, and docs federated into a workspace graph — not doc-only search or single-app plugins.

Cited AI answers

Synthesis you can audit

Claim-level citations with links to source records — trace any answer back to source. Verify before customer-facing or legal use.

Context that compounds

Memory that persists

Typed insights in a knowledge graph accumulate across agents and quarters — not session resets.

MCP write-back

Agents that close the loop

Claude, Cursor, and internal agents search, synthesize, and write insights back to CRM and workflows.

Compare

Gyri vs typical
alternatives.

CapabilityGyriGlean / Copilot searchElastic workplace
CRM + comms + docs federation⚠️⚠️
Multihop graph queries
Cited AI synthesis⚠️
MCP agent access⚠️
GTM workflow templates

Named comparisons: Federated search for business AI · Gyri vs Glean · Five-pillar landscape: Gyri vs 53 platforms

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Use cases

Built for
GTM operators.

Pre-call briefs

One query surfaces account history from CRM, Gmail, Slack, and docs — fully cited.

Deal desk research

Multihop joins link opportunities to contracts, threads, and support tickets.

Competitive intel

Federated search across comms captures competitor mentions with source links for enablement.

Gyri think verbs

Agents that remember
what they conclude.

Gyri think verbs turn federated search into a research lifecycle — recall prior insights, ground in live CRM, reflect drafts, promote cited conclusions that compound across Claude, Cursor, and stored agents.

think verb=recall

Semantic orient — load prior cited conclusions before you re-derive from scratch.

think verb=ground

FTS-only orient on live federated CRM, email, and Slack — zero embed cost.

think verb=consider

Classify novelty against the workspace corpus before you commit a thesis.

think verb=reflect

Capture drafts, tensions, and questions as typed thoughts on the graph.

think verb=traverse

Multihop GraphQL in one think call — deal → contact → email → ticket.

think verb=fetch

Hydrate full rows by ref when search or traverse surfaced the right node.

Thought verbs deep dive · Claude + Gyri · Cursor + Gyri

Search your whole GTM stack — once.

Free trial — federated search with cited answers in minutes.

Frequently asked questions

What is federated search for AI?

It indexes connected operational sources into one workspace graph so humans and agents query across CRM, comms, and docs with multihop joins and citations.

How is Gyri different from Glean?

Glean excels at enterprise document findability. Gyri adds multihop graph queries across CRM and comms, insight persistence, and MCP write-back for GTM teams.

Does federated search support MCP agents?

Yes. The same federated graph powers Gyri UI, GraphQL, and MCP tools for Claude and Cursor.