Enterprise AI Workforce

AI Agents for Your Business Team

Give AI agents defined roles in sales follow-up, Baidu research, operations analysis and SEO/GEO. Set data permissions and acceptance criteria so each task remains traceable and subject to human oversight.

Four AI Roles

Let AI have a position, not just a dialog box

Each type of digital employee works around a clear business outcome: knowing what authorized information to read, what structure to produce, when to request human confirmation, and how to hand off the results to the next job or existing system.

01 · SALES

AI Sales Assistant

Unified to accept leads, complete customer background, prepare communication key points and remind the next action.

Service price From USD 900/month
02 · MARKET

Baidu Market Analyst

Identify customer issues, topic trends and competitive signals from Baidu searches and public market information.

Service price From USD 600/month
03 · ADVISORY

AI Business Diagnostics Consultant

Develop a structured diagnosis around processes, data and business objectives to clarify issues, evidence and actions.

Service price Starting from $300/time
04 · GROWTH

SEO/GEO Specialist

Continuously check whether pages and content are understandable, extractable, and verifiable, and promote end-to-end workflow repairs.

Service price From USD 600/month
01 · AI Sales Assistant

Let every lead enter the sales process with context

Organize customer signals in the official website, forms, social media and business systems into executable tasks to help sales understand customers faster, prepare for communication and promote business opportunities.

  • Collect clue sources, topics of concern, corporate background and historical interactions
  • Generate requirements clarification questions, communication summaries, and recommended next steps
  • Remind business opportunities that have not been followed up for a long time, are at a stagnant stage, and require manual judgment
Customer contact, quotation commitments and changes in the status of key business opportunities are subject to manual confirmation according to corporate rules; AI does not replace the sales person in charge in making commercial commitments.
02 · Baidu Market Analyst

Turn Baidu Signals into Market Evidence

Focusing on the target industry, product and customer issues, Baidu search needs, public content and competitive expressions are organized to form a theme opportunity and market briefing with source, time and applicable boundaries.

  • Summarize the customer problems and decision-making intentions behind the target keywords
  • Observe changes in competitive product public pages, content themes, and brand visibility
  • Output market opportunities, content gaps, and hypotheses that require further validation
Only use information authorized by the enterprise or legally disclosed; label the source and observation time of trends and competition judgments, and do not describe a single search phenomenon as a determined market fact.
03 · Enterprise AI Diagnosis Consultant

Turn Business Questions into Next Steps

Combined with authorized processes, data and information, it identifies business obstructions and abnormal signals, outputs structured diagnosis, and helps managers organize discussions and decisions faster.

  • Sort out goals, current situation, process nodes, role responsibilities and data definition
  • Distinguish between symptoms, direct causes, root cause hypotheses, and evidence gaps
  • Develop phased action recommendations based on impacts, costs, dependencies and risks
The diagnostic conclusion is a decision-making aid and does not replace the person responsible for finance, legal, safety or operations; when evidence is insufficient, unknown items and verification requirements are clearly marked.
04 · SEO/GEO Engineer

Maintain Your Search and AI Visibility Foundations

Focus on real business entities, customer issues and public pages, check the technical foundation, topic expression, answer structure and fact boundaries, and convert the discovered problems into verifiable repair tasks.

  • Check the consistency of title, description, H1, URL, internal links and structured data
  • Optimize answer priority, factual evidence, applicable conditions and FAQ expressions
  • Verify page public availability, repair results and follow-up observation indicators
No commitment to search rankings or generative AI citations; fixes and optimizations only address confirmed issues, and retain authorization, backup, and rollback evidence before production changes.
Human-in-the-loop

Be able to execute, but also manageable

Enterprise AI agents must operate within the scope of the job, data, tools, and approvals. The person in charge will be able to know what the AI ​​did, why it did it, and when it needs to intervene.

Authorization data

Allocate readable data sources, fields and time ranges based on positions, and use the least privileges for sensitive information.

Manual approval

Confirmation nodes are set for customer reach, public release, system writing, and high-impact recommendations.

process traces

Record task sources, usage data, generation results, approval status and final actions.

abnormal stop

Stop execution and request manual processing when encountering insufficient information, permission conflicts, or uncertain results.

Implementation

Start construction from an acceptable position

Verify high-frequency tasks with clear boundaries first, and then gradually connect data, systems, and more positions to avoid one-time rollout that leads to unclear authority, definition, and responsibilities.

01 · Choose a scene

Clarify positions and results

Choose tasks that are highly repetitive, have accessible inputs, and have measurable results, and define what not to do.

02 · Set boundaries

Configuration data and approval

Confirm data ownership, access rights, tool scope, manual confirmation points, and abnormal stopping conditions.

03 · Small-scale verification

Test run with real tasks

Compare AI results to human standards and revise prompts, processes, knowledge and acceptance rules.

04 · Expand collaboration

Connect systems and jobs

After verification and stability, connect to the CRM, official website or business system to allow multiple digital employees to collaborate according to the process.

FAQ

business AI agents FAQ

First explain the position, data, execution and responsibility boundaries, and then evaluate whether the AI Agent is suitable for the current business and which acceptable scenario should be started.

What is the difference between enterprise AI agents (AI Agents) and ordinary chatbots?

Ordinary chatbots mainly answer questions; enterprise AI agents are oriented to clear job tasks and complete analysis, sorting, suggestions or execution within the scope of authorized data, processes and tools, and retain the source, status and manual approval nodes.

Do all four types of AI agents have to come online at once?

No need. You can start from a job scenario with high repetition, clear data boundaries, and easy acceptance of results, and then connect other roles after verifying the process.

Can AI sales assistants contact customers directly?

Whether automatic reach is allowed depends on enterprise authorization, channel rules, and review policies. By default, lead sorting, customer portraits, follow-up suggestions and drafts of speech should be completed first, and then the person in charge confirms the sending range.

What information do Baidu market analysts mainly analyze?

Within the scope of authorized and legally available information, Baidu search needs, industry topics, competitive product disclosures, brand visibility and customer issues can be sorted out, and market judgments with source and time boundaries can be output.

Can enterprise AI diagnostic consultants replace management decisions?

cannot. It is used to summarize the current situation, identify anomalies, propose hypotheses and recommend actions; business leaders still need to make final decisions based on real operating data, site conditions and risk exposure.

Can SEO/GEO engineers guarantee rankings or AI citations?

Not guaranteed. Its value is to continuously discover page problems, optimize content structure and factual expression, maintain technical foundations, and verify public pages; rankings and citations are also affected by external factors such as competition, search systems, and content quality.

How do AI agents connect to existing corporate systems?

First confirm the data owner, interface conditions, permissions and update frequency, and then choose API, database read-only view, file exchange or manual confirmation to connect to the CRM, official website, business system and knowledge base.

How to control data security, error enforcement and liability boundaries?

Control risks through least privileges, sensitive data isolation, source records, approval nodes, operation logs, abnormal stops and regular reviews. Human confirmation should be retained when it comes to customer contacts, public releases, system writes, or high-impact recommendations.

Start with One AI Assistant Role

Based on existing tasks, data sources, manual approval and result standards, evaluate the priority implementation scenarios of AI sales assistants, Baidu market analysts, enterprise AI diagnostic consultants or SEO/GEO engineers.

Consulting plan