BETA
INTRODUCING CONTEXT-AWARE AUTOMATION

AI orchestration layer for modern teams

AI orchestration layer for modern teams

An operational layer that understands how your company works — aligning AI agents and human judgment across departments to unlock leverage at scale.

BETA
INTRODUCING CONTEXT-AWARE AUTOMATION

AI orchestration layer for modern teams

An operational layer that understands how your company works — aligning AI agents and human judgment across departments to unlock leverage at scale.

New client onboarding triggered
Workflow created for Acme Corp — assigned to Sales & Ops
Overview
Tasks
Agents
Activity
T
Trace Agent completed task · 2 minutes ago
Extract contract terms
Source
Acme_MSA.pdf
Contract value: $85,000
Term: 12 months
Auto-renewal: Yes
Approval required: contract exceeds $50K threshold. Routing to Finance.
Finance Review
Awaiting approval
Assigned
@sarah.chen
Priority
High

Context Engine

Designed for modern complexity

By modeling how tasks flow between departments, the system builds a persistent understanding of your operations — improving how agents and teams collaborate over time.

New client onboarding triggered
Workflow created for Acme Corp — assigned to Sales & Ops
Overview
Tasks
Agents
Activity
T
Trace Agent completed task · 2 minutes ago
Extract contract terms
Source
Acme_MSA.pdf
Contract value: $85,000
Term: 12 months
Auto-renewal: Yes
Approval required: contract exceeds $50K threshold. Routing to Finance.
Finance Review
Awaiting approval
Assigned
@sarah.chen
Priority
High

Context Engine

Designed for modern complexity

By modeling how tasks flow between departments, the system builds a persistent understanding of your operations — improving how agents and teams collaborate over time.

New client onboarding triggered
Workflow created for Acme Corp — assigned to Sales & Ops
Overview
Tasks
Agents
Activity
T
Trace Agent completed task · 2 minutes ago
Extract contract terms
Source
Acme_MSA.pdf
Contract value: $85,000
Term: 12 months
Auto-renewal: Yes
Approval required: contract exceeds $50K threshold. Routing to Finance.
Finance Review
Awaiting approval
Assigned
@sarah.chen
Priority
High

Context Engine

Designed for modern complexity

By modeling how tasks flow between departments, the system builds a persistent understanding of your operations — improving how agents and teams collaborate over time.

$ trace run workflows/sales-pipeline --team=sales

>>> Connecting to knowledge graph...
Resolving entities from Slack, HubSpot, Google Drive
12 active workflows across 4 departments
Current agents: 8 running, 3 awaiting approval

>>> Executing sales-pipeline...
Agent: Lead Qualifier — processing 34 new inbound leads
Agent: Email Drafter — 12 follow-ups generated
Human: @james.r (Sales) — 3 proposals awaiting review

847 tasks completed this week
6 departments connected
Context graph: 14,200 entities mapped
847
Tasks this week
12
Active workflows
6
Departments
14.2K
Entities mapped

Deployment Safeguards

Built for scale

From early experimentation to enterprise deployment, workflows scale across teams and systems – without losing structure, visibility, or control.

$ trace run workflows/sales-pipeline --team=sales

>>> Connecting to knowledge graph...
Resolving entities from Slack, HubSpot, Google Drive
12 active workflows across 4 departments
Current agents: 8 running, 3 awaiting approval

>>> Executing sales-pipeline...
Agent: Lead Qualifier — processing 34 new inbound leads
Agent: Email Drafter — 12 follow-ups generated
Human: @james.r (Sales) — 3 proposals awaiting review

847 tasks completed this week
6 departments connected
Context graph: 14,200 entities mapped
847
Tasks this week
12
Active workflows
6
Departments
14.2K
Entities mapped

Deployment Safeguards

Built for scale

From early experimentation to enterprise deployment, workflows scale across teams and systems – without losing structure, visibility, or control.

$ trace run workflows/sales-pipeline --team=sales

>>> Connecting to knowledge graph...
Resolving entities from Slack, HubSpot, Google Drive
12 active workflows across 4 departments
Current agents: 8 running, 3 awaiting approval

>>> Executing sales-pipeline...
Agent: Lead Qualifier — processing 34 new inbound leads
Agent: Email Drafter — 12 follow-ups generated
Human: @james.r (Sales) — 3 proposals awaiting review

847 tasks completed this week
6 departments connected
Context graph: 14,200 entities mapped
847
Tasks this week
12
Active workflows
6
Departments
14.2K
Entities mapped

Deployment Safeguards

Built for scale

From early experimentation to enterprise deployment, workflows scale across teams and systems – without losing structure, visibility, or control.

Workflow health
Agent alerts
Latest sync completed 12 minutes ago — 6 departments connected
Run #4,291
Blocked
4
Needs Review
9
SLA at Risk
6
Flagged items
Detected
Workflow
Priority
Description
8 min ago
Client Onboarding
Critical
Approval overdue — @sarah.chen unresponsive for 36h
Finance review gate exceeded SLA threshold
approval_gate.finance_review
11 min ago
Sales Pipeline
High
Lead Qualifier confidence below threshold (62%)
Agent output flagged for human review
confidence_gate.min_threshold: 75%

Execution Governance

Designed for clarity

Scale introduces complexity. Every layer remains measurable and transparent — preserving clarity as workflows expand.

Workflow health
Agent alerts
Latest sync completed 12 minutes ago — 6 departments connected
Run #4,291
Blocked
4
Needs Review
9
SLA at Risk
6
Flagged items
Detected
Workflow
Priority
Description
8 min ago
Client Onboarding
Critical
Approval overdue — @sarah.chen unresponsive for 36h
Finance review gate exceeded SLA threshold
approval_gate.finance_review
11 min ago
Sales Pipeline
High
Lead Qualifier confidence below threshold (62%)
Agent output flagged for human review
confidence_gate.min_threshold: 75%

Execution Governance

Designed for clarity

Scale introduces complexity. Every layer remains measurable and transparent — preserving clarity as workflows expand.

Workflow health
Agent alerts
Latest sync completed 12 minutes ago — 6 departments connected
Run #4,291
Blocked
4
Needs Review
9
SLA at Risk
6
Flagged items
Detected
Workflow
Priority
Description
8 min ago
Client Onboarding
Critical
Approval overdue — @sarah.chen unresponsive for 36h
Finance review gate exceeded SLA threshold
approval_gate.finance_review
11 min ago
Sales Pipeline
High
Lead Qualifier confidence below threshold (62%)
Agent output flagged for human review
confidence_gate.min_threshold: 75%

Execution Governance

Designed for clarity

Scale introduces complexity. Every layer remains measurable and transparent — preserving clarity as workflows expand.

Features

Infrastructure for operational AI – simplified

Every deployment is automatically checked for critical quality issues before it goes live.

Adaptive AI Agents
Human–AI Orchestration
Full Traceability

Seamless Integration

Embedded directly into existing tools and workflows.

Adaptive AI Agents
Human–AI Orchestration
Full Traceability
Seamless Integration

Adaptive AI Agents

Context-aware agents embedded inside real operational environments.

Human–AI Orchestration
Full Traceability
Seamless Integration

Benefits

Designed for clarity at scale

Clarity at Scale

Complex operations become structured and understandable.

Clarity at Scale

Complex operations become structured and understandable.

Reduced Operational Friction

Less manual routing, fewer invisible bottlenecks.

Reduced Operational Friction

Less manual routing, fewer invisible bottlenecks.

Intelligent Decision Flow

Tasks move with context, not guesswork.

Intelligent Decision Flow

Tasks move with context, not guesswork.

Controlled Autonomy

Automation without losing oversight.

Controlled Autonomy

Automation without losing oversight.

Sustainable Growth

Systems evolve as the organization expands.

Sustainable Growth

Systems evolve as the organization expands.

Organizational Leverage

More output without proportional headcount growth.

Organizational Leverage

More output without proportional headcount growth.

How it works

From change to production — fully validated, every step

integrations/workspace
Slack 3 workspaces
Notion 12 databases
Jira 847 tickets
Google Drive 1,240 docs
HubSpot 320 contacts

Step 1

Connect Your Environment

Integrate existing tools and communication channels.

integrations/workspace
Slack 3 workspaces
Notion 12 databases
Jira 847 tickets
Google Drive 1,240 docs
HubSpot 320 contacts

Step 1

Connect Your Environment

Integrate existing tools and communication channels.

$ trace generate workflow
>>> Client Onboarding detected
12 tasks identified
4 AI tasks
8 Human tasks
Generating workflow...
Document extraction → Agent
Contract review → @legal
CRM update → Agent
Welcome email → Agent
Kickoff scheduling → @account

Step 2

Deploy Intelligence

Introduce adaptive agents and structured automation.

$ trace generate workflow
>>> Client Onboarding detected
12 tasks identified
4 AI tasks
8 Human tasks
Generating workflow...
Document extraction → Agent
Contract review → @legal
CRM update → Agent
Welcome email → Agent
Kickoff scheduling → @account

Step 2

Deploy Intelligence

Introduce adaptive agents and structured automation.

847 tasks completed
12 workflows across 4 teams
Avg: 3.2m (45m)
NEW AUTOMATION
Invoice reconciliation
23 manual repetitions detected this week.
23/week
4.5hsaved
82%auto

Step 3

Iterate at Scale

Measure, refine, and expand — without disrupting operations.

847 tasks completed
12 workflows across 4 teams
Avg: 3.2m (45m)
NEW AUTOMATION
Invoice reconciliation
23 manual repetitions detected this week.
23/week
4.5hsaved
82%auto

Step 3

Iterate at Scale

Measure, refine, and expand — without disrupting operations.

Customer Impact

Built for teams running production at scale

“Onboarding used to be a mess — Slack threads, random docs, people chasing each other for updates. Trace gave us one place to run it all. We can actually see where things stand now.

-%

Manual follow-ups

-%

Manual follow-ups

min

Avg. task completion

min

Avg. task completion

hrs

Saved per week

hrs

Saved per week

Testimonials

Trusted by teams operating at scale

50% of my workday gets done like magic with Trace – tasks, teams, and models all perfectly in sync.

Hovhannes Ghevondyan

Co-Founder, Trag

2x the productivity across our entire department, which adds up to a full month of work saved.

Mert Deveci

Founder, GodmodeHQ

50% of my workday gets done like magic with Trace – tasks, teams, and models all perfectly in sync.

Hovhannes Ghevondyan

Co-Founder, Trag

2x the productivity across our entire department, which adds up to a full month of work saved.

Mert Deveci

Founder, GodmodeHQ

1000+ of customer queries streamlined into a single autonomous flow, with results delivered to the right person.

Ilia Kraev

CEO, &Volume

85 of our business clients are scaling with Trace’s AI layer, which helps us grow faster without adding headcount.

Vlad Mukhachev

Founder, GreenRepublic

1000+ of customer queries streamlined into a single autonomous flow, with results delivered to the right person.

Ilia Kraev

CEO, &Volume

85 of our business clients are scaling with Trace’s AI layer, which helps us grow faster without adding headcount.

Vlad Mukhachev

Founder, GreenRepublic

Scale your operations without scaling your team

AI agents handle the work. Your team handles the decisions. Trace manages everything in between.

Scale your operations without scaling your team

AI agents handle the work. Your team handles the decisions. Trace manages everything in between.

Overview6
Runs2
Workflows4
Activity
1 approval pending
Status
Workflow
Progress
Triggered by
Duration
Completed
Client onboarding — Acme Corp
Auto-triggered Latest run
S
Sales Team
00:04:12
Running
Invoice reconciliation — Q4 batch
Scheduled In progress
F
Finance Agent
00:01:38
Completed
Candidate screening — Senior PM role
Auto-triggered Latest run
H
HR Agent
00:03:05