Everyone in the Salesforce ecosystem is talking about Agentforce. While many are excited about the promises of becoming an ‘Agentic Enterprise,’ there is often confusion about what it takes to achieve a successful AI implementation. Agentforce is only one part of the picture. If we think of Agentforce as a sleek new car, Data 360 is the powerful engine under the bonnet, and your data is the premium fuel that drives it. Without all three working together, you are not going anywhere.
So what do you need to build a successful agent in Salesforce?
Agentforce – The Driving Seat
Think of Agentforce as a high-performance sports car, capable of delivering breathtaking speed and precision for your business through a range of powerful, autonomous capabilities.
If we look beyond a vehicle’s raw power, a high-performance sports car relies on a suite of sophisticated control and safety systems to translate potential energy into a precise, reliable driving experience. In the Agentforce ecosystem, these features ensure your AI stays safely on track.
Agentforce Script
Think of Agentforce Script as your steering wheel. It helps you point the agent in the right direction. While standard AI reasoning allows the vehicle to move forward, relying on it entirely is akin to coasting on basic autopilot, which might struggle with complex junctions or tight corners. Agentforce Script gives you direct, manual control, providing the deterministic logic and strict routing necessary to navigate intricate business processes. By dictating the exact sequence of actions, it ensures the agent’s behaviour remains highly predictable, keeping it firmly in its lane as you cruise down the motorway to customer success.
Testing Center
Before any car is allowed on public roads, it must endure rigorous safety and performance evaluations. The Agentforce Testing Center is the digital equivalent of a wind tunnel and crash-test facility. Instead of simply hoping your agent performs well in live traffic, you can simulate thousands of real-world interactions at scale. By running automated test cases across various user personas and challenging edge cases, you can safely identify blind spots, measure response latency, and refine the agent’s logic without risking a collision with your actual customer base.
Prompt Builder
These days, our cars come with sophisticated, customisable heads-up displays (HUD) and infotainment consoles. Just as a modern HUD seamlessly integrates real-time telemetry, such as tyre pressure, speed, and GPS routing, to keep the driver perfectly informed, Prompt Builder integrates live CRM data directly into the AI’s core instructions. It allows you to tune the internal experience by designing prompts that dictate exactly how the agent interprets data and formats its outputs. This ensures every piece of communication is delivered with the correct tone and context, providing a fully tailored and intelligent interface for the journey ahead.
Data 360 – The Engine Under the Bonnet
Any vehicle is only as good as its engine; without one, your car can sit there looking pretty, but it will never leave your driveway. Just like how an engine processes fuel to create motion, Data 360 processes your vast amounts of organisational information to generate usable data that can be used to feed your AI agents. Without this powerful engine, Agentforce cannot function dynamically. Your agents require a highly structured map of how information relates to one another to generate meaningful, contextual insights that increase real value.
Data 360 allows you to bring together, understand, and act on all your data, from absolutely any source.
Data Ingestion and Connectors
Just as high-performance fuel injectors precisely draw and deliver fuel from the tank into the engine block, Data Ingestion and Connectors continuously pump raw data (your business fuel) from a multitude of sources. Whether pulling batch files or real-time streams from CRM systems, websites, or mobile applications, this mechanism ensures a constant, high-octane flow of both structured and unstructured information directly into the Data 360 ecosystem.
You can have massive reserves of business data, but if it is trapped in isolated silos, you are effectively starving your AI engine. An AI agent cannot perform if its data is disconnected; it needs a unified mechanism to bring everything together.
Customer 360 Data Model
Everyone knows the cylinders are the core of the engine where the magic happens, turning fuel into energy. In Data 360, this is the Customer 360 Data model. Instead of combining our fuel and air into a compact space, we take our business information and compress it into a single space, creating a unified customer profile and turning all that data into concentrated power.
Most businesses have data about people and their relationships across multiple platforms, such as an email address from their website, a customer profile in their CRM and transaction information in their ERP. Before you combine all of these ingredients, you will not have the right level of insight required to power your AI capabilities.
Data Activation
An engine won’t move an inch without a spark plug igniting the fuel at the exact right millisecond. In Data 360, activation provides that critical spark. It takes the unified data and instantly fires it outward to the tool that needs it. This could be inside Agentforce to power conversations, in Marketing Cloud Next to deliver hyper-personalised emails or customer service alerts, so your business can move at lightning speed.
Your Data – The Premium Fuel
You wouldn’t put cheap, contaminated petrol into a supercar and expect it to win a race. Similarly, agentic outputs are only as good as the quality of the underlying data you feed them. Your enterprise data is the fuel that makes the whole system run smoothly.
Agentic success means providing your AI with access to clean, reliable data. This includes both structured data, such as transaction details or customer records, and unstructured data, like PDFs, video files, or social media posts. This distinction is critical because the IDC predicts that by 2028, 90% of the estimated 400 billion terabytes of global data will be unstructured.
If your data is disorganised, incomplete, or siloed, your AI agent will inevitably misfire. Poor data quality doesn’t just create operational inefficiencies; it can actually lead to AI agents making actively harmful recommendations or decisions.
Getting Your AI Vehicle Road Ready
To get Agentforce and Data 360 working in perfect harmony, you need a strategic pit stop to prepare your fuel. Creating a unified knowledge foundation requires effectively connecting your structured and unstructured data sources.
As 82% of businesses cite the quality of their data as one of the greatest risks to meeting AI goals, before hitting the accelerator, ensure you have your data ready by:
- Set Your Sat-Nav: Start by identifying where your most valuable information currently lives, whether it’s structured (databases) or unstructured (emails, PDFs). You should score these essential data sources for accuracy, accessibility, security, and governance.
- Give Your Data an MOT: Only use high-quality data to prevent incorrect AI decisions, but adopt a phased approach by prioritising use cases where your data is already working well while you improve other areas.
- Fill Up the Tank: Map out where your most valuable information lives today, think about all those PDFs, images and videos scattered across different departments. These resources are often goldmines of information that will help your agent perform at its best.
- Stay in Your Lane: Establish clear data ownership and implement strict access controls and permissions. This ensures your agents play by the rules and prevents any accidental misuse of your most sensitive data.
Are you ready for Agentforce?
The journey to becoming an agentic enterprise isn’t just about switching on new technology; it’s about ensuring you tune the engine and add high-quality fuel to match. By treating Agentforce as your car, Data 360 as your engine, and your enterprise data as the fuel, you set your business up for a smooth, high-speed ride toward transformation.
Getting your data ready for the road can feel like a daunting task, but you don’t have to do it alone. Try our Agentforce Readiness Assessment for a quick overview of key areas to consider, or get in touch with our AI experts today and let us help you tune your Data 360 engine and prepare your data fuel for ultimate Agentforce success.
