A customer’s support request rarely arrives as a neat text prompt. It may include a phone recording, a screenshot of an error message, account records and a product manual. Adobe says a new generation of AI agents can combine those formats to understand a problem and take action—an approach that could give small businesses more capable automation tools, but also introduce new data, security and oversight concerns.

In a post about multimodal AI, Adobe describes agents that work with documents, images, videos, conversations and operational data instead of relying only on written instructions. The company says this matters because “AI agents that can make decisions and act” need broader context to determine what to do next.

The technology combines two functions:

• Multimodal understanding: The ability to interpret information in different formats and recognize how those inputs connect.
• Agentic capabilities: The ability to reason, make decisions, use software tools and complete tasks according to a goal.

That combination moves AI beyond answering questions. An agent might review information, decide on a next step and then trigger an action, such as updating a customer record, preparing a response or routing an issue to the right employee.

Key takeaways for small businesses

• AI agents could reduce the manual work involved in customer service, marketing and internal knowledge sharing.
• The systems may provide better answers when important context exists outside a text prompt.
• Businesses will need reliable connections between their data and software systems.
• Human review remains important, particularly when an agent can make changes or communicate with customers.
• Adobe’s announcement describes broad capabilities rather than specific pricing, performance results or small-business products.

Customer service offers one of the clearest applications. A multimodal agent could review a customer conversation alongside account information, a screenshot and product documentation. Instead of asking the customer to repeat information or sending the case through several departments, the agent could identify the likely issue, recommend a solution or complete the next step.

For a small online retailer, for example, the system might examine a customer’s written complaint and a photograph of a damaged product. It could compare the order record with the company’s return policy, draft a response and prepare a replacement request for employee approval. A service business could use a recorded customer call, photos from a job site and equipment manuals to help staff diagnose a problem before dispatching a technician.

Marketing teams could also benefit. Adobe says creative workflow agents can work with campaign briefs, brand guidelines, existing assets and performance data. A small business might use such a system to suggest variations of an advertisement, identify which images match brand standards or recommend changes based on engagement results. That could help a small team produce and refine content without adding another full-time specialist.

Knowledge management represents another possible use. Businesses often store important information in scattered locations: PDFs, training recordings, photos, shared drives and videos. An agent that can search and synthesize those formats could help an employee answer questions about procedures, product features or past customer interactions.

That benefit depends heavily on data quality. If a company’s policies are outdated, its files are poorly labeled or its systems do not connect, an agent may produce an incomplete or incorrect answer. Small businesses may need to organize documents, establish ownership for business information and decide which systems an agent can access before expecting reliable results.

Security deserves equal attention. Multimodal systems may process sensitive customer conversations, financial records, employee information and images that contain personal details. Owners should ask where the data is stored, how providers use it, who can access it and how long the information remains available. They should also consider whether an agent can send messages, issue refunds, modify records or make other decisions without approval.

Adobe emphasizes that “Strong data connections, governance, and human oversight help keep outputs accurate, secure, and aligned with business goals.” For a small company, governance does not have to mean a large compliance department. It can start with practical rules: limit access by role, require approval for high-impact actions, retain records of automated decisions and regularly test the agent with real-world scenarios.

Cost and complexity could pose additional barriers. A business may need integrations, employee training and ongoing monitoring. Multimodal AI may also require more computing resources or involve usage-based fees, although the release does not provide pricing details. Owners should compare the expected savings with implementation and oversight costs rather than assuming automation will immediately reduce expenses.

The technology also will not eliminate the need for judgment. An agent may misread an image, misunderstand a conversation or rely on conflicting documents. Employees should know when to intervene and how to correct the system. Starting with a narrow, repetitive workflow—such as organizing support requests or searching internal documents—could allow a small business to measure accuracy and savings before giving an agent authority to take broader actions.

Adobe’s announcement points to a shift in how businesses may use AI: from tools that generate text on request to systems that interpret several kinds of information and participate in workflows. For small-business owners, the opportunity lies in reducing repetitive work and giving employees faster access to context. The practical test will be whether the technology can do so reliably, securely and at a cost that fits the business.

Image via Google Gemini

This article, “Adobe: Multimodal AI Agents Move Beyond Chat to Take Action” was first published on Small Business Trends