Central operating brain
Plans, assigns tasks, and controls cost and risk across customers.
CONTROL PLANEFor 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.
Plans, assigns tasks, and controls cost and risk across customers.
CONTROL PLANEA separate account environment, evidence cache, and work directory for every customer.
TENANT SAFEAI agents research buyers, find contacts, write outreach, follow up, and review outcomes.
EXECUTIONTurns operating outcomes into governable, reusable, auditable knowledge.
DATA MOATHumans handle authorization, exceptions, and key judgment while receiving the outcome.
HUMAN LAYERLeads enter the funnel, then quote handling, explanation, payment nudges, and reorder follow-up disconnect.
Customer context, pricing habits, and historical commitments leave with individual salespeople.
A buyer asks a decisive question while the team is offline; by the next day, the window has often closed.
Email, WhatsApp, language, culture, and transaction terminology are hard for humans to process consistently.
Leaders see outcomes, but not why a customer is stuck or which next action matters.
Winning scripts, loss reasons, pricing boundaries, and delivery risks do not automatically become the next best action.
Read context from Email, WhatsApp, forms, Quote, Payment, Order, Track, and related events.
Judge intent, transaction stage, risk level, and the smallest useful next move.
Use Agent and Skill workflows to draft replies, prepare quotes, update state, and raise internal attention.
Price, inventory, payment, refund, authorization, and sensitive commitments go through policy gates or human confirmation.
Turn each conversation, order change, and failure reason into reusable customer knowledge.
Humans see high-signal decisions instead of raw information flood.
Use system and business dashboards to see what AI is moving, which actions require authorization, and which customers are getting warmer.
Receive AI daily reports, weekly reports, and key-event updates to understand project status end to end.
Handle requests beyond authorization, abnormal orders, abnormal logistics, and similar exceptions.