What is an AI RevOps agent?

An AI RevOps agent monitors revenue systems continuously and acts on what it finds. It reads the CRM, the ad platforms, and product usage, then routes leads, cleans records, runs recurring workflows, and refreshes reporting.

Is this only about attribution and reporting?

No. Most of the value is operational: choosing and implementing the stack, automating weekly workflows, keeping records clean, and routing leads without a queue. Allara Global's 80% drop in duplicate records came from that side.

What does it do that a CRM workflow cannot?

A CRM workflow fires on a trigger you predicted. An agent reasons across systems that store data in different shapes, so it can compare two weeks of ad data against deal stages and raise a change before anyone runs a report.

Why does so much traffic get logged as Direct?

Four causes cover most of it: browsers blocking the tracking cookie, declined cookie banners, UTM tags dropping on the second page, and return visits arriving with no referrer.

Do we need to buy an attribution tool to solve that?

Usually not. We have repaired this with no new software: a script that captures the source on arrival and carries it across pages, hidden form fields that record it at submission, and one workflow that cleans the values.

Can an AI RevOps agent run without human oversight?

It shouldn't, and ours doesn't. Monitoring, scoring, alerting, and reporting run on their own. Anything that creates a record, changes a routing rule, or moves budget goes to a named human first.

Which CRM and stack do you work in?

HubSpot and Salesforce most often, including implementations and migrations. We are a HubSpot Platinum Partner and work with Clay, Factors, and Coupler. We recommend the stack that fits your motion and budget.

Where does our data live?

In your systems. The agent reads your stack through scoped, permissioned access and writes back to it. The language model is the reasoning engine only, so a better or cheaper model means swapping an API.

How does this connect to our paid and organic work?

It sits underneath both. This layer is what lets our AI PPC agent bid toward qualified pipeline, and what lets our AI SEO agent show which content produced revenue.

GTM Engineering is sold as scoped sprints against a named bottleneck. On the first call we identify the bottleneck, agree the outcome, and price the sprint to it.

SAAS MARKETING OPERATIONS AGENCY

SaaS marketing operations agency for a pipeline you can read

Broken attribution, unclear lifecycle rules, and messy martech migrations make pipeline harder to read. We build the systems, data model, automation, and reporting infrastructure that give your team one reliable view of marketing performance.

300+

B2B brands

50+

MCP tools wired into the stack

100+

Production workflows running

4.8★

Trustpilot rating

Trusted by 300+ B2B brands

Case Study

THE PROBLEM WITH THE STACK

Your marketing stack should give you one reliable number

Your CRM, automation, analytics, and reporting should describe the same customer journey. When they don’t, your pipeline becomes harder to read.

Lifecycle

Every stage has a definition.

Clear rules for how leads move from first touch to revenue.

Attribution

Every touch has context.

Connect marketing activity to the journeys and outcomes it influences.

Data

Every system speaks the same language.

Create a consistent data model across your marketing stack.

Reporting

Every number has a source.

Give marketing and leadership a shared view of performance.

WHAT WE BUILD

The systems behind your marketing

We connect the technology, data, and workflows that keep your marketing moving, measurable, and ready to scale.

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Bring your marketing data into one view.

We connect siloed data sources, improve data quality, and build the reporting layer your team needs to find what matters.

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MAP migration

Move platforms without losing the past.

We migrate marketing automation platforms while preserving workflows, segmentation, engagement history, and attribution.

What clients say

The work shows up in the numbers

Bench — a MAP migration with nothing left behind

Bench, one of North America's largest online bookkeeping providers, moved its entire marketing operation off Marketo and into HubSpot, alongside a two-way Salesforce sync the business runs on daily.

200+ workflows rebuilt, roughly 40 running the active business: nurtures, lifecycle stages, lead routing, and renewal campaigns

UTM and partner attribution fixed at the source, so partner and campaign leads carry their origin through to the deal

Atlan — fixing deliverability and data quality across the stack

Atlan, a data catalog and governance platform, had high bounce rates and inconsistent data across HubSpot, Salesforce, and Outreach.

30%+ reduction in bounce and failed sends across sales and marketing campaigns

A GDPR-compliant opt-in system introduced across the stack

The Process

From messy stack to working system

Audit

We examine your platforms, data, integrations, workflows, and reporting to understand what’s connected, what isn’t, and where the gaps are.

Project scoping

We turn the audit into a defined scope, prioritizing the issues that matter most to your marketing operation and business goals.

Roadmap

We lay out the work in the right sequence, from immediate fixes to the larger changes needed to build a reliable marketing system.

Project plan

We translate the roadmap into a practical implementation plan, with clear deliverables, dependencies, timelines, and ownership.

Implementation and training

We implement the changes, connect the systems, test the workflows, and train your team to run what we build.

Who It's For

What kind of MarkOps support do you need?

Teams evaluating marketing operations support are usually deciding how much ownership they need and for how long.

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In-house

An internal hire makes sense when the work is continuous and your systems are already sound.

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Agency

An agency makes sense when the work has a defined scope and a clear finish, such as a MAP migration, lifecycle redesign, or reporting rebuild.

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Fractional support

Fractional support makes sense when you need senior judgment on your marketing architecture without enough ongoing volume to justify a full-time hire.

FAQs

Frequently asked questions about SaaS Marketing Operations Agency

What does a SaaS marketing operations agency do?

A SaaS marketing operations team builds and manages the systems behind marketing data, automation, lifecycle management, attribution, analytics, and reporting.

When should you bring in external MarkOps support?

External MarkOps support can help when you need to redesign your marketing architecture, migrate platforms, rebuild lifecycle workflows, or establish reporting infrastructure without adding a full-time senior operator.

Does TripleDart offer training or workshops for internal teams?

Yes. We include training for your internal team as part of every engagement.

Can you migrate us from Marketo or Pardot to HubSpot?

Yes. We handle MAP migrations, including workflow reconstruction, segmentation, historical engagement data, and attribution.

Which platforms and tools do you work with?

We work with HubSpot, Salesforce, Pardot, and Marketo as core platforms.

How much does a marketing operations engagement cost?

Pricing depends on the scope of the work. We scope engagements after an initial conversation.

How is marketing operations different from HubSpot administration?

HubSpot administration keeps the platform running. Marketing operations connects the platform to your data model, lifecycle, campaign governance, attribution, and reporting.

READY TO FIX THE SYSTEM?