Enterprise-grade agents · Start with individual work

First let one person get the work running smoothly,Then let agent collaboration connect the team.

Start with one piece of work you're already doing: have a personal agent organize materials, prepare the next step and leave a record. Only move to agent-to-agent collaboration once boundaries, responsibilities and authorization are clearly defined.

Discuss a task I am working on Look at collaboration boundaries

First, answer a common question

How can enterprises connect AI Agents into sales, pre-sales, delivery and collections?

Short answer:Don't add another isolated chat window. First put customer facts, confirmed scope, unresolved issues, next-step ownership, and human confirmation points back into the same business chain, then let the agent handle preparation, coordination, and record-keeping.

Materials have sourcesHandoffs have an ownerCommitments confirmed by a real person Continue: How do sales, pre-sales and delivery share context?

Two ways of working

Tools being individually good does not mean the team can collaborate smoothly.

Taking "customer inquiry to project payment collection" as an example, the difference is not whether AI is used, but whether information, responsibilities and next steps are handed over clearly.

Each does their own thing

Materials, progress, and agreements are scattered across chats, files, and personal to-do lists, requiring repeated retelling and cross-checking.

LeadsA customer message was forwarded; who is responsible and when to reply still needs to be confirmed.

OpportunitySolutions and research are done by sales, with progress kept in conversations and documents.

ContractQuotes, scope and agreements are scattered across meeting and chat records.

DeliveryThe delivery team asks about the context again and reorganizes client and project materials.

Payment collectionAcceptance, invoicing and payment collection need to be followed up item by item as the deadlines approach.

Every step gets done, but handoffs rely on individual memory and ad-hoc communication.

A business chain with someone accountable

Agents organize context, propose next steps, coordinate materials and write back records; the relevant owners confirm key decisions.

LeadsIdentify the need, fill in the basic information, and suggest the right owner to take over.

OpportunitySummarize the customer background, follow-up items, and open questions so the owner can decide the next step.

ContractPrepare materials and check for missing information; price, scope and commitments are confirmed by a real person.

DeliveryTurn confirmed agreements into tasks and materials, with collaboration results continuously recorded.

Payment collectionAcceptance, invoicing, and payment collection status can be viewed continuously, with timely notifications to the responsible person when something is off.

Customers get a continuous experience, and the team knows where things stand.

One real business chain

From lead to cash, every step connects to the next.

The agent handles preparing materials, coordinating matters, flagging to-dos and keeping records; anything involving pricing, scope and commitments to customers is still confirmed by the responsible person.

Leads

Fill in the customer background and judge whether it's worth the person in charge continuing to follow up.

Keep: customer information

Opportunity

Confirm needs, key people, budget and next steps, with the owner making the decision.

Leave behind: follow-up items

Contract

Check scope, price, resources and timing, and have a real person confirm external commitments.

Leave behind: confirmation record

Delivery

Turn confirmed agreements into tasks, collaboration arrangements, and acceptance materials.

Leave behind: delivery records

Payment collection

Link acceptance, invoicing and payment collection so the responsible person can review and handle them easily.

Leave behind: results records

The boundary between agents and humans

Agents can advance things, but they cannot make commitments on a person's behalf.

Your agent assistant can check availability, send coordination requests, summarize replies and log results; when commitments, exceptions or irreversible actions are involved, a designated human must confirm.

The agent handlesMaterial compilation, information extraction, follow-up questions, first drafts, reminders, cross-system sync, and task tracking.
A real person is responsibleCustomer commitments, pricing and resource decisions, risk exceptions, professional conclusions and key stage approvals.
Validate before collaboratingFor example, a pre-sales project needs to coordinate colleagues' time: first your agent explains the scenario, objectives and minimum necessary information, then both sides confirm the scope of access and authorization, and only after verification is passed is the coordination request sent, with the result reported back and logged.

Experience from real business

Doing an individual task faster is certainly valuable. More importantly, the result can be picked up by the next person, rather than staying in a single conversation or document.

In internal work at B2B tech companies, I continuously sort out the connections between leads, opportunities, sales collaboration, delivery and payment collection. GEO is one part of the lead-side work; subsequent stages need to combine material organization, coordination of matters, human confirmation and business records.

Start from real business

First, draw one business chain clearly.

From customer entry, requirements confirmation, contract handover, project collaboration to acceptance and payment collection, first look at who is responsible for what, where the materials are, and which judgments must be made by people, then decide which part of the work the agent should take on.

Discuss working methods

Start from one business chain

Let's talk about a piece of work that's in progress.

It could be customer follow-up, quotes and contracts, cross-team delivery, or acceptance and payment collection. Add me on WeChat, describe how you do things now and the results you want, and we'll figure out together where it makes most sense to start.

After adding, you can say:
"Hi, I came from the website and want to talk about a business chain."