Trace logo

Trace

Freemium
Visiter

Couche d’orchestration IA pour équipes modernes, coordonnant agents et validation humaine dans les workflows.

Qu'est-ce que Trace ?

Trace is an AI orchestration layer for modern teams. It is positioned as an operational layer that understands how a company works, then aligns AI agents and human judgment across departments so work can move with context and oversight.

The homepage presents Trace through workflow examples rather than a long feature list: client onboarding, contract extraction, finance review, approval routing, run tracking, and workflow health monitoring. The product appears aimed at teams that want to coordinate multi-step, multi-department work while keeping visibility into agent activity, review gates, and exceptions.

Published blog posts add more detail about the company’s focus. Trace frames its approach around evaluation at the handoff layer, centralized agent management, and controls for logging, permissions, and oversight in environments where multiple agents, tools, and approvals need to work together.

Que peut faire Trace ?

AI and human coordination

Trace describes itself as an AI orchestration layer that aligns AI agents with human judgment, suggesting it is built to coordinate automated steps and manual review rather than run isolated agents.

Context-aware workflow mapping

The homepage and blog emphasize a persistent context layer that models how tasks flow between departments and maps entities across systems, so the product is designed to retain operational context over time.

Workflow and run visibility

The interface examples show workflows with tasks, agents, and activity views, giving teams a way to inspect progress, review agent actions, and track what happened in a run.

Governance and alerting

Status panels such as blocked items, needs review, SLA at risk, and flagged items indicate support for monitoring workflow health and surfacing exceptions for human attention.

Approval routing and thresholds

The example workflow includes contract value checks, finance routing, and approval thresholds, showing that Trace can place review gates into a process when certain conditions are met.

Evaluation and agent governance

The blog posts describe evaluation built into the handoff layer and centralized agent management with deployment, logging, and permission control, pointing to governance features for multi-agent environments.

Cas d'utilisation

“Client onboarding”

Use Trace to coordinate onboarding flows that pass through multiple teams, such as sales, operations, and finance, while keeping the approval path visible.

“Document-driven review”

Use Trace when a workflow needs data extraction followed by conditional review, such as checking contract terms, routing exceptions, and escalating approvals above a threshold.

“Multi-agent handoff oversight”

Use Trace to monitor multi-agent workflows where steps can fail silently or drift over time, especially when the final output may look complete even if an intermediate handoff broke.

“Operational monitoring”

Use Trace when teams need a shared view of workflow health, blocked runs, SLA risk, and items needing review across departments.

“Agent governance”

Use Trace for governance-heavy environments where AI agents need central visibility, permissions, and logging across the organization.

Questions fréquentes

Who is Trace for?

Trace is presented as an AI orchestration layer for modern teams, so it appears suited to organizations coordinating AI agents and human approval steps across departments. The source does not define a narrow industry focus.

What kinds of workflows does it support?

The homepage shows a workflow involving client onboarding, contract extraction, finance review, and approval routing, so the product appears to support multi-step processes that move between teams. The source does not provide setup steps or implementation details.

What does Trace do beyond orchestration?

The site highlights context-aware automation, a context engine, workflow visibility, agent alerts, and approval gates. It does not publish a full feature list, so other capabilities may exist but are not documented in the provided sources.

How much does Trace cost?

The provided sources do not show pricing information. The pricing URL returns a page-not-found response, and the contact page suggests the team should be contacted directly.

What systems can Trace connect to?

No public integration list is provided, but the homepage text references Slack, HubSpot, Google Drive, and a knowledge graph-style context layer in its workflow examples. Those references show what the product may connect to, but they are not presented as a complete integration catalog.

Informations rapides

Category
AI orchestration layer
Primary users
Modern teams coordinating AI agents and human review
Website
trace.so
Notable workflow
Client onboarding with contract extraction, finance review, and approval routing
Public pricing
Not shown in the provided sources
Source pages
Homepage, blog posts, and contact page

Analyse du trafic de Trace

Les données de trafic sont fournies à titre indicatif uniquement.

Évaluation du domaine
28

Alternatives à Trace

Hyperagent logo

Hyperagent

superagent.com

Hyperagent est une plateforme d’agents IA pour les équipes qui veulent gérer la recherche, la création et la livraison dans des workflows continus. Elle se connecte à Slack, Telegram, des webhooks ou des planifications et produit des sites web, tableaux de bord, présentations, documents et vidéos.

AgentConnect logo

AgentConnect

www.agentconnect.md

AgentConnect permet aux équipes d’intégrer des agents ACP comme Claude Code, Codex et Gemini CLI à Slack, Telegram, Discord et GitHub, afin qu’ils puissent prendre en charge des tâches dans les canaux où les équipes collaborent déjà. La solution est open source et auto-hébergeable, avec des rôles, des outils, une mémoire et des déclencheurs configurables pour les workflows des agents.

HumanLayer logo

HumanLayer

humanlayer.dev

HumanLayer est un IDE d’IA et une plateforme collaborative pour les ingénieurs travaillant sur des bases de code complexes. Les équipes peuvent gérer les sessions d’agents, les artefacts et les workflows de revue avec leur propre configuration Claude, Codex ou IA basée sur une clé API.

Devin logo

Devin

devin.ai

Devin est un agent de codage et un ingénieur logiciel doté d’IA pour les développeurs et les équipes d’ingénierie. Il propose un accès depuis un ordinateur, la CLI et les IDE, ainsi que des offres pour les équipes et les entreprises, avec des workflows d’agents cloud et des contrôles d’administration.

Gemini Code Assist logo

Gemini Code Assist

codeassist.google

Assistant de programmation IA de Google pour les équipes et entreprises, avec complétion de code, chat, workflows d’agents et assistance du terminal.

cto logo

cto

cto.new

cto est une plateforme d’IA pour créer des applications, des agents et des workflows de startup sur des modèles de pointe. Elle coordonne des équipes multi-agents et permet de démarrer gratuitement, sans carte bancaire ni clé API.