GTM Engineering & AI
Agentic workflows and focused internal tools that turn your data, knowledge, and operating rules into leverage your team can use.
Customers · activity · relationships
Documents · conversations · expertise
Processes · permissions · decisions
Understand context, coordinate steps, and complete defined work.
Focused tools your people use to direct, review, and run the work.
Results and decisions return to your systems, keeping the next workflow informed.
From context to capacity
You already have the context. The work is organizing and making it usable. We build agentic systems that unlock the full value of your unique knowledge.
Connect the customer records, documents, conversations, and operating rules your team relies on. Give every workflow a trusted source, a clear meaning, and the right access.
Build agents that supercharge your team’s natural ability. Give each one a specific responsibility, the tools to do it, and a clear point to ask for help.
Turn the workflow into a focused internal application. Control the prompting, the outputs, and the tokens that generate the best results.
Elegant AI Deployments
Start with the jobs your team already does. Connect the context, let agents prepare the work, and give your people actionable outcomes.
Explore some sample workflows
And hundreds more…
Illustrative workflows. The sources, actions, and review points are designed around your team.
Account history, recent calls, open deals, and approved product information.
Prepare an account brief. Surface open questions and suggest relevant talking points, with the source behind each one.
The seller checks the evidence, adds their judgment, and chooses the direction for the conversation.
A reviewed brief attached to the account. Agreed follow-up becomes an owned task in HubSpot.
What to measurePreparation time · factual accuracy · follow-up completion
From first workflow to daily use
A useful first build has a clear job, a measurable outcome, and people ready to use it. We agree those before expanding the system.
Talk through a workflowWe identify repeated research, decisions, and handoffs by following one workflow from trigger to outcome. We establish the time it takes today and what a useful result looks like.
We define which records the agent can read, what it can change, and where a person needs to decide. We connect trusted sources and agree what each field, document, and rule means.
We develop the agents, integrations, and interface around representative examples. We test incomplete records, conflicting information, and exceptions with the people who do the job.
We launch with a named owner, visible activity, and a clear way to intervene. We train the team, document the system, and measure time returned, output quality, and work completed.
Built to be operated
Useful AI needs more than good outputs. Your team needs to understand what happened, decide what happens next, and know who owns the system.
Every agent has a job and a boundary. Agree the sources it can read and the actions it can take.
Keep the evidence, activity, and exceptions available to the people accountable for the work.
Set review points for consequential or uncertain actions, with a clear route back to a person.
Leave with documentation, training, success measures, and an agreed plan for maintenance.
Built on a stronger foundation
Agents inherit the quality of the information they use. If ownership is unclear, records conflict, or handoffs break, we address the foundation first.
Managed RevOps makes the data and processes dependable. GTM Engineering & AI builds the workflows and tools that put them to work.
Explore Managed RevOps“In just three months, Hubjoy helped us achieve more with HubSpot than we had planned for the next twelve.”
North Star Systems
Let’s find your first workflow
Bring the repetitive research, the scattered context, or the internal tool you wish existed. We’ll help turn it into a focused first build.
Talk to Hubjoy