Agentforce Implementation
Trellist is a preferred Agentforce partner with hands-on build experience across our core verticals: financial services, healthcare, manufacturing and B2B, automotive and motorsports, and nonprofit and small business.
Let’s TalkWhat we do
- Use Case Selection and Agent Design
- Grounding: Knowledge, Data, and Content
- Build and Integration
- Guardrails, Testing, and Evaluation
- Launch, Measurement, and Tuning
- Enablement and Ownership
We start with the work, not the platform. Which requests an agent should take, which it should hand to a person, and what it is allowed to decide on its own. Every use case gets a defined scope, a success measure, and an escalation path before anything is configured, so you know what working looks like before you pay to find out.
An agent is only as good as what it reads. We audit and rebuild the knowledge articles, product content, and records it will ground on — deduplicating, restructuring, and filling the gaps that leave an agent guessing. This is the least visible part of the build and the part that decides whether anyone still trusts it in month three.
Topics, actions, flows, and the connections to everything the agent has to reach: your CRM, your CMS, your marketing platform, your service desk, and the systems that were never designed to be queried by software. We have built those integrations across HubSpot, Marketo, Adobe, and Microsoft environments for years, so the agent is not limited to what already sits in Salesforce.
Written boundaries on what the agent can say and do, tested against real conversations rather than happy-path scripts. We build the evaluation set with your team, measure accuracy and containment before launch, and put in the monitoring that tells you when behavior starts to drift.
A staged rollout with a person in the loop, then measurement against the numbers you agreed at the start: resolution rate, handoff quality, cost per contact, and whatever else matters in your operation. Tuning is real work in the first quarter, and we plan for it rather than treating launch as the finish line.
Your admins, service leads, and content owners learn to extend the agent, change its guardrails, and add topics without calling us. Adoption is a delivery requirement in every engagement, not a workshop bolted on at the end.
We start with the work, not the platform. Which requests an agent should take, which it should hand to a person, and what it is allowed to decide on its own. Every use case gets a defined scope, a success measure, and an escalation path before anything is configured, so you know what working looks like before you pay to find out.
An agent is only as good as what it reads. We audit and rebuild the knowledge articles, product content, and records it will ground on — deduplicating, restructuring, and filling the gaps that leave an agent guessing. This is the least visible part of the build and the part that decides whether anyone still trusts it in month three.
Topics, actions, flows, and the connections to everything the agent has to reach: your CRM, your CMS, your marketing platform, your service desk, and the systems that were never designed to be queried by software. We have built those integrations across HubSpot, Marketo, Adobe, and Microsoft environments for years, so the agent is not limited to what already sits in Salesforce.
Written boundaries on what the agent can say and do, tested against real conversations rather than happy-path scripts. We build the evaluation set with your team, measure accuracy and containment before launch, and put in the monitoring that tells you when behavior starts to drift.
A staged rollout with a person in the loop, then measurement against the numbers you agreed at the start: resolution rate, handoff quality, cost per contact, and whatever else matters in your operation. Tuning is real work in the first quarter, and we plan for it rather than treating launch as the finish line.
Your admins, service leads, and content owners learn to extend the agent, change its guardrails, and add topics without calling us. Adoption is a delivery requirement in every engagement, not a workshop bolted on at the end.
Our Approach
We build agents the same way we build everything else: starting inside your operation, with the unglamorous work first. Grounding quality — the knowledge, records, and content an agent reads before it answers — is what separates an agent people rely on from one they learn to route around. It is also the part most implementations leave until last.
Why agent programs get cancelled
Gartner expects more than 40% of agentic AI projects to be scrapped by the end of 2027, on escalating cost, unclear business value, and inadequate risk controls (Gartner, 2025). Data is the other half of the story: 63% of organizations either lack the data management practices AI needs, or do not know whether they have them. Neither of those is a Salesforce problem, which is why neither gets solved by configuring Salesforce faster.
Four weeks to production
A single, tightly scoped agent goes live in four weeks. Most of that time is grounding and testing rather than configuration, which is what makes the date hold. Broader rollouts across service, sales, and marketing are staged as a series of four-week builds rather than one open-ended program.
Frequently asked questions
How long does a first agent take?
Four weeks from kickoff to a scoped agent in production. Broader rollouts are staged as further four-week builds.
Do we need Data Cloud?
Sometimes. It earns its place when the agent has to reason across data spread over several systems. If your case does not need it, we will tell you that before you license it.
Do you work alongside our existing Salesforce partner?
Often, yes. They own the org; we own the grounding, the integrations reaching outside Salesforce, and the content the agent speaks from.
What if we are not on Salesforce?
Then Agentforce is probably the wrong starting point, and we will say so. The same approach applies to agents built anywhere else.
Why work with us
Trellist has been a marketing and technology firm since 1995, so both halves of an agent program sit under one roof: the enterprise integration work, and the content, knowledge, and customer-experience work the agent actually speaks from. Most implementation partners are strong at one of those and subcontract the other.
Let’s talk
Considering Agentforce, or part-way into a build that is not behaving? Let’s talk about what it would take to get it into production.