Your entire org, structured and accessible

LoamDB's data layer ingests, normalizes, and unifies information from every system your org touches. One coherent data model instead of a dozen disconnected silos.

One model to rule them all

Your CRM has one view of a client. Your support tool has another. Your email threads have a third. LoamDB unifies them into a single, consistent data model that reflects reality, not tool boundaries.

  • Cross-system entity resolution — one client, one record
  • Schema that adapts to your org, not the other way around
  • Relationships preserved across source boundaries
  • Temporal awareness — how data changes over time
unified entity: Acme Corp
salesforce → Account #A-4821
zendesk → Org #ZD-1192
slack → #acme-account, #acme-support
gmail → 847 threads, 12 contacts
notion → 3 project pages, 1 RFP doc
resolved 5 sources → 1 entity, 23 relationships

Continuous ingestion, zero maintenance

LoamDB doesn't do one-time imports. It maintains live connections to your data sources, ingesting changes as they happen. Your knowledge graph is always current, never stale.

Real-time connectors

Webhook-based connectors for Slack, Teams, Salesforce, Zendesk, and more. Changes flow into LoamDB within seconds, not hours.

Deduplication

Smart entity resolution across sources. LoamDB recognises when "Acme Corp" in Salesforce is the same as "Acme Corporation" in Zendesk.

Incremental updates

Only changed data is processed. No full re-syncs, no downtime. The graph grows and evolves continuously without performance degradation.

Schema normalization

Different tools model the same concepts differently. LoamDB normalizes them into a consistent schema so queries work across all sources simultaneously.

Data quality scoring

Every record gets a quality score based on recency, completeness, and cross-source validation. Loam prioritizes high-quality data in its responses.

Conflict resolution

When two sources disagree — different phone numbers, different titles — LoamDB applies configurable resolution rules. Most recent wins, or you set the priority.

Raw data in, clean knowledge out

Your data sources are messy. Different formats, inconsistent naming, duplicate records, conflicting information. LoamDB's normalization layer turns chaos into clarity automatically.

The result: when Loam answers a question, it draws on clean, validated, cross-referenced data — not raw dumps from a single source.

Connects to where your data lives

LoamDB integrates with the tools your team already uses. No data migration, no export/import workflows. Just connect and go.

Communication

  • Slack
  • Microsoft Teams
  • Discord

Email & Docs

  • Gmail
  • Outlook
  • Google Drive
  • Notion

CRM & Support

  • Salesforce
  • HubSpot
  • Zendesk
  • Intercom

Engineering

  • GitHub
  • Jira
  • Linear
  • Confluence

One place for all your org's data

Connect your tools. LoamDB handles the rest.