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Why Go With Kana vs. Other Agentic AI Options?

You want to know your customers and act on what you learn, fast. But what you know is spread across a dozen tools that don't talk to each other. Teams try four ways to fix that. Here's how to think about each one.

Four Approaches to Adopting Agentic Marketing

Here's our honest analysis of where and when each might make sense, and what the tradeoffs will be.

Option 01
Build
Build your own, using in-house talent and tech.

You get full control. It works exactly the way you want, on data you already manage. If your edge is something no one else has, this can be the right call.

The trade
You now run a software team. Someone has to connect your tools, check the AI's work, keep it safe, and rebuild it as AI changes. It can be many months before you get your first useful answer.
Option 02
Buy
Find a solution vendor whose offering approximates what you need.

You get a contract, a product plan and someone to call. For a narrow job, it often fits well.

The trade
"Approximates" is the key word. You change how you work to fit the product. Connecting it to your other tools falls to your team. We call that the Technical Tax — the hidden time and money it takes to get new tools working together.
Option 03
Agency
Work with an agency to build what you need.

You get real experts who learn your business and can start in days.

The trade
The work is billed by the hour, so cost grows with every request. When the project ends, much of what was learned goes with it. That's why Kana is software, not services. What it learns stays with you.
Option 04
Native AI In Your Point Solutions
Cobble together the AI capabilities offered by the point solutions already in your stack.

It's already paid for, already approved by your security team, and useful inside each tool.

The trade
Each tool's AI only sees its own data, and none of them work together. So you copy answers from one tab to the next, doing by hand the job a computer should do.
The Core Problem

The Build Is Not Your Job

Why the costliest thing a marketing team can build is the plumbing under the work.

Read the manifesto

How to Kick the Tires on Your Options - A Cheat Sheet

Use these questions to evaluate key components in the offerings from every agentic marketing vendor, including us.

Does this well
Does some of it
Falls to your team
Build
Buy
Agency
Native AI in point solutions
How soon can you be up and running?
Build
Generally, it will be months before the first viable version is operational
Buy
Weeks to months, one piece at a time
Agency
Somewhere between days and weeks to months, once the information is all gathered
Native AI in point solutions
Already switched on, inside each tool
You can be up and running within the span of days, depending on your team's avails
How much of your data can it readily put to use?
Build
Whatever you choose to connect and staff
Buy
Only what lives in that product
Agency
As much as the contract covers
Native AI in point solutions
One tool each, with no link between them
All of it, connected in one place. Your data stays in your systems.
Who owns the burden of ensuring it continues to perform after deployment?
Build
Your team: monitoring, fixes and retraining, indefinitely
Buy
The vendor for its product. Your team for everything around it.
Agency
The agency, while the contract runs. Then you.
Native AI in point solutions
Each vendor for its own tool. You for the gaps between them.
Kana does. It checks its own work and keeps it performing.
How might costs change over the course of the next three years?
Build
Grows with every hire, and never stops
Buy
Steady, until you need add-ons
Agency
Grows with hours, not with results
Native AI in point solutions
Included, but paid for again in every tool
One suite, one contract, one renewal
How does it support your ability to report on ROI and cost efficiencies?
Build
Only if you also build the measurement and tracking
Buy
Reports on its own activity. Tying it to revenue is on you.
Agency
In a report, after the campaign ends
Native AI in point solutions
Each tool reports its own way. You line them up by hand.
Every result traces back to its source, so ROI and savings report in one place
Do you get to keep and apply what you learn?
Build
Yes. It stays in-house.
Buy
Mostly not. It stays with the vendor.
Agency
Not for long. It leaves when the contract ends.
Native AI in point solutions
Only inside each product. It can't be applied elsewhere.
Yes. It lives in your data, under your control, and carries into every campaign.
How do you keep pace with LLM updates and releases to support your initiatives?
Build
Your team evaluates, swaps and rebuilds for each new model
Buy
You wait for the vendor's roadmap
Agency
A new project and a new contract
Native AI in point solutions
Each tool updates on its own schedule
Kana adopts new models as they ship. Your setup keeps working.
Whitepaper
Enterprise-Grade Evaluation Guide

The full scorecard behind this table, with the questions to ask every option on your list.

Download the guide

Kana Works With What You Already Have

You don't have to throw anything out. Kana connects to the tools you already pay for.

Stays exactly where it is

Your CRM, where sales tracks every customer, stays the main record

The systems that store your customer data, and your loyalty program, stay as they are

Your ad and email tools keep their seats

Your data stays in your systems, under your control

What Kana takes off your plate

Connecting all of those tools so they share information

Waiting on the data team to pull a customer list

Watching live campaigns by hand

A separate security review for every tool's AI

Where Other Alternatives Might Be Better

No tool is right for every team. Here are some scenarios that might be better served by other approaches.

You're looking to re-work a big brand strategy

Big creative ideas and key relationships are human work. Kana helps the team around that work. It doesn't replace the people making the call.

Smaller teams and earlier stage companies

If all your marketing runs in one tool and one person owns it, you don't need tools connected yet. That tool's built-in AI is a fine choice.

Something truly your own

If your edge is an AI model no one else has, build it and keep it. Kana works alongside it. You don't have to give it up.

Whitepaper

Understanding AI Agents for Marketing

Get a primer on how AI Agents work, and how they can support your marketing and go-to-market strategy.

Read the whitepaper