Snapshot
Continue to About ↓- What it does
- Trace is an AI orchestration layer that connects to a company's existing tools, builds a context graph of people and processes, and turns plain-English process descriptions into workflows where individual steps route to AI agents or named human reviewers with approval gates.
More detail
- It is aimed at teams wanting automated back-office work such as onboarding, sales ops, HR screening, and document processing while keeping human oversight on irreversible actions.
- Best for
- Mid-size to larger teams with cross-department, multi-tool processes (client onboarding, sales ops, HR screening, document handling) that need AI agents embedded with human approval gates and visibility.
More detail
- Ops leads who want non-engineers to build and adjust workflows without engineering tickets.
- Pricing
- Third-party reported tiers (not confirmed on the official site in the reviewed corpus): Free at $0/month with 1,000 credits, a personal databank, Notion integration, and basic agents
More detail
- Pro at $60/month with 10,000 credits, Google Drive integration, and advanced agents.
- Credit-based consumption means
- Main limitation
- Teams wanting simple trigger-action automations at low cost, or those that need public APIs and webhooks today — reviews flag integration breadth, failed-run alerts, debugging, API/webhooks, and onboarding as weak or missing.
- Record
- Static profile
- Reviewed
- Evidence
- Public web research
- Machine access
- Structured profile ↗
About
- Trace is an AI orchestration layer that connects to a company's existing tools, builds a context graph of people and processes, and turns plain-English process descriptions into workflows where individual steps route to AI agents or named human reviewers with approval gates.
- It is aimed at teams wanting automated back-office work such as onboarding, sales ops, HR screening, and document processing while keeping human oversight on irreversible actions.
What it helps with
- AI agents lack organizational context and are hard to onboard into real company processes.
- Manual routing and invisible bottlenecks across departments slow work and hide status.
- Uncontrolled automation without approval gates risks irreversible actions.
- Onboarding chaos from Slack threads and scattered documents.
- Agent outputs can be low-confidence and need human review rather than blind execution.
- Workflows spanning multiple tools (Slack, Notion, Jira, Drive, HubSpot) need one place to run and monitor them.
Capabilities
A practical view of what is available and where limitations apply.
| Offering | Available | Detail |
|---|---|---|
| Context graph / knowledge graph | Yes | Resolves entities from connected tools; homepage demo cites illustrative figures like 14,200 entities mapped and 6 departments connected. |
| Plain-English workflow generation | Yes | Identifies tasks and splits them into AI vs. human steps (example: 4 AI, 8 Human). |
| Human-in-the-loop approval gates | Yes | Example on the site routes contracts exceeding a $50K threshold to Finance for approval. |
| Confidence gates / execution governance | Yes | Agent output flagged for human review when confidence falls below a threshold (example: 62% vs. 75% minimum). |
| Observability (Workspaces, Workflows, Agents, Runs, Insights) | Yes | Workflow health, agent alerts, and SLA-at-risk flagging are shown on the homepage. |
| Integrations | Limited | Slack, Notion, Jira, Google Drive, and HubSpot are shown; reviewers flag integration breadth as a weakness and public APIs/webhooks as missing. |
| Deployment safeguards | Yes | Official site states every deployment is automatically checked for critical quality issues before going live. |
| Suggested automations | Yes | Trace blog says the system proposes automations the team did not ask for after a few weeks of usage. |
| Public API / webhooks | Limited | Reviewers list public API/webhooks for programmatic triggering as missing or weak. |
| Native mobile app | No | No native mobile app is evidenced; product is web-based SaaS. |
Bot trust
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Evidence
Where this record came from, when it was reviewed, and how confidently it can be used.
- Verification
- Scribble researched these facts from the linked public sources.
- The owner has not manually confirmed every field.
- Last reviewed
- Primary source
- trace.so
Technical profile details
Record ID
abc3ce2b-3b99-4190-acaf-9ba16d6a30afCanonical URLhttps://profiles.scribble.network/listing/trace-abc3ce2b