Introducing the operating layer for autonomous work

The operating system for AI workforces.

Connect email, SMS, voice, CRM data, and internal tools. Create focused agents, coordinate them as a workforce, and carry real work to a structured outcome.

See the platform

Magictrail · Live demonstration

Runtime online
Interactive workforce

GTM response

Incoming email10:42 AM
@
FROM · j.chen@acme.comPricing for 250 seats?

“We’re evaluating AI operations platforms for a 250-seat team. Can you share pricing and implementation details?”

Capture bucketInbox agent
01
Create a durable thread

The message is stored as a durable inbox thread. Identity and account context are intentionally unresolved.

Give an agent a task, a goal, and a loop that keeps the work moving.

01 · LOOP AGENT WORKING 24 / 7
E
ASSIGNED TASKEnrich Acme’s pricing inquiry
GOALContact, company, and open deal attachedIn progress
EMAILj.chen@acme.com
CONTACTJamie Chen
COMPANYAcme, Inc.
OPEN DEAL$84,000
LATEST CHECK · 01Read the sender
01 · SALES / GTM

Enrichment agent

The enrichment agent keeps checking connected records until the inbound lead has verified account context.

02 · LOOP AGENT WORKING 24 / 7
Q
ASSIGNED TASKQualify the enterprise inquiry
GOALIntent scored and the next action selectedIn progress
25
FIT EVIDENCE250 seatsOpen deal2 prior meetingsEvaluating account fit
LATEST CHECK · 01Read enriched account
02 · SALES / GTM

Qualification agent

The qualification agent rereads the latest evidence, updates its decision, and moves the account toward a clear next action.

03 · LOOP AGENT WORKING 24 / 7
R
ASSIGNED TASKRespond to the pricing request
GOALApproved reply sent and CRM activity writtenIn progress
ToJamie ChenDraft

For a 250-seat rollout, we can structure implementation in phases and align pricing to the teams activated first.

ApprovalEmailCRM
LATEST CHECK · 01Draft from account context
03 · SALES / GTM

Reply agent

The reply agent waits when approval is required, then completes the outbound action and records the outcome.

One place for work arriving everywhere.

Email, SMS, voice, CRM records, and connected data enter one operating context. A message becomes a durable thread agents can understand, act on, and return to later.

Explore connected work
Inbox / All conversationsInteractive
Email3 open
Acme, Inc.Email conversation
Assigned to workforce
AC
Jamie Chen · 10:42

We’re evaluating AI operations platforms for a 250-seat team. Can you share pricing and implementation details?

Context agent

High-intent account. CRM context and two prior meetings are available to the workforce.

Ask the workforce to prepare a response.

Give every agent a real job to do.

Define the records an agent works from, the context it can recall, the result it must produce, and the tools it is allowed to use. The contract stays clear even as models change.

Explore agent design
Agents / Qualification agentSaved
REVENUE OPERATIONS

Qualification agent

The complete contract for a focused qualification agent.

Active

Coordinate specialists around shared state.

Assemble focused agents into a workforce. They work from relational memory, take approved actions through shared tools, and write the result back as structured data with an execution receipt.

Explore workforce execution
Workforces / GTM response / Run #2048
RUN#2048
TRIGGERInbound email
CURRENT STEP3 / 4
STATUSWaiting for approval

Click an execution step

HUMAN CHECKPOINTOutbound action needs approval

One operating layer. Workforces shaped for the domain.

The core stays consistent while the agents, data, tools, and guardrails are composed around each operation.

Build the first workforce your business can rely on.

Connect the work, define the agents, and make every outcome visible.