AI Native marketing agentFully automated deal engine

For B2B commercial teams, the AI agent runs nearly the full operating loop with minimal human intervention: developing customers, following opportunities, closing transactions, forming reorders, and compounding knowledge.

Central operating brain

Plans, assigns tasks, and controls cost and risk across customers.

CONTROL PLANE

Isolated execution spaces

A separate account environment, evidence cache, and work directory for every customer.

TENANT SAFE

AI is the first user

AI agents research buyers, find contacts, write outreach, follow up, and review outcomes.

EXECUTION

Self-growing knowledge graph

Turns operating outcomes into governable, reusable, auditable knowledge.

DATA MOAT

Humans supervise and benefit

Humans handle authorization, exceptions, and key judgment while receiving the outcome.

HUMAN LAYER
Operating challenges

What challenges do traditional sales operations face

Low conversion

Leads enter the funnel, then quote handling, explanation, payment nudges, and reorder follow-up disconnect.

Sales churn

Customer context, pricing habits, and historical commitments leave with individual salespeople.

Time-zone loss

A buyer asks a decisive question while the team is offline; by the next day, the window has often closed.

Communication barriers

Email, WhatsApp, language, culture, and transaction terminology are hard for humans to process consistently.

Low management visibility

Leaders see outcomes, but not why a customer is stuck or which next action matters.

No compounding memory

Winning scripts, loss reasons, pricing boundaries, and delivery risks do not automatically become the next best action.

Automated deal operations

This is not another sales app. It is an always-on automated deal engine.

Sense customers

Read context from Email, WhatsApp, forms, Quote, Payment, Order, Track, and related events.

Plan action

Judge intent, transaction stage, risk level, and the smallest useful next move.

Execute automatically

Use Agent and Skill workflows to draft replies, prepare quotes, update state, and raise internal attention.

Verify boundaries

Price, inventory, payment, refund, authorization, and sensitive commitments go through policy gates or human confirmation.

Compile knowledge

Turn each conversation, order change, and failure reason into reusable customer knowledge.

Show clear signals

Humans see high-signal decisions instead of raw information flood.

Human role

Humans supervise and benefit from the whole system

Supervise the system

Use system and business dashboards to see what AI is moving, which actions require authorization, and which customers are getting warmer.

Receive reports

Receive AI daily reports, weekly reports, and key-event updates to understand project status end to end.

Handle risk events

Handle requests beyond authorization, abnormal orders, abnormal logistics, and similar exceptions.