Intelligence with context.
Bring your customer data, business signals, and institutional knowledge together. Give AI the context to produce something useful.
We build AI systems that turn your business context into your next best move. Connected to your data. Embedded in your workflow. Built to get work done.
AI is only useful when it moves your business forward. We connect the dots between what you know and what your team needs to do next.
Bring your customer data, business signals, and institutional knowledge together. Give AI the context to produce something useful.
Turn research and repetitive preparation into structured outputs your team can review, trust, and use in their next conversation.
Bring the result into the systems your team already uses. Start with Salesforce and build around the way your business works.
Start with sales intelligence. Turn the context you already have into account briefs, thoughtful outreach, and better-prepared conversations.
Turn account context into a focused brief: what changed, why it matters, and how to start a relevant conversation.
Account brief · Expansion opportunity
Meridian is expanding its customer success team while adoption is growing across existing teams. Lead with a conversation about scaling their current workflow.
We start with the work, then design the intelligence around it. From the first use case to the systems behind it, your business stays at the center.
Meet your next build partnerYour data, definitions, and priorities shape the system. We build around the way your business actually works.
Structured results and explicit review points keep people in control. Generating a brief and publishing it are separate decisions.
Start with one high-value workflow. Adapt the inputs, reports, and integrations as your needs evolve.
Validation, recovery, and operational visibility belong in the design from day one. We plan for the work that happens after launch.
A practical path from “could AI help?” to a workflow your team can put to use.
Together, we identify a meaningful workflow, the context it needs, and what a useful outcome looks like.
DISCOVER & DEFINEWe connect the inputs, shape the outputs, and work through a focused pilot with your team.
BUILD & VALIDATEBring the workflow into your systems, measure it against your goals, and use what we learn to decide what comes next.
INTEGRATE & EVOLVEWe focus on AI systems that connect business context to useful work. Our starting point is sales intelligence: account and prospect briefs, personalized outreach drafts, and renewal preparation, with Salesforce as the initial integration target.
We start by understanding your existing systems and data. The goal is to deliver intelligence into your team’s workflow. We define the required connections and any gaps with you during discovery.
Yes. A focused workflow gives us a clear way to validate the inputs, review output quality, and evaluate the result with your team before expanding.
Our approach separates generation from publication. Your team can review outputs, and your workflow controls when a result is published or a record is updated. Outreach examples are drafts for a person to review and send.
Bring us the workflow you wish worked better.
Let’s find the right place to start.