Blazing fast implementation, backed by 74+ martech, data and growth stacks*
Is your martech AI-ready? The AI readiness audit guide
A practical checklist to see whether your tracking, data, context and access are ready for AI, from metric definitions to internal MCP access. Then book a free audit and get a fixed-price plan to fix the gaps.
An audit guide for marketing ops, RevOps and GTM ops. Go to the checklist.
- Fixed price, no hourly billing
- Live in weeks, not quarters
- Startups get 50% off
- Free martech AI agent
Tools we implement
GA4
Google Tag Manager
Segment
Snowflake
BigQuery
dbt
HubSpot
MCP servers
Claude
* 74+ martech, data and growth stack implementations, delivered through martechdevs and Growth and Analytics Partners LLC.
Trusted by fast-growing teams
The AI readiness checklist: context, MCP and data
Seven checks across tracking, data, context and access. Tick what your stack already has for a quick AI readiness assessment.
Tracking and data
Definitions and context
Access and MCP
Tick what your stack already has. Every gap is something we fix at a fixed price, live in weeks, not quarters.
Fix data before adding AI
Marketing AI readiness comes down to what your stack gives the AI to read. We fix the gaps the audit finds, at a fixed price, so marketing ops, RevOps and GTM ops are ready for AI from day one.
Tracking fixes
GA4, Google Tag Manager and server-side tracking rebuilt to a plan and tested end to end.
Identity resolution
Shared IDs and merge rules across web, app and CRM, in Segment or the warehouse, so each customer is one profile.
Metric definitions and semantic layer
Each metric defined once with your teams and built into dbt, so reports and agents agree.
Warehouse models
Snowflake or BigQuery loaded and modeled with dbt, with tests for freshness and duplicates.
Access and internal MCP
Permissions set per team, and a private MCP server so ops teams work through Claude or their own agents.
Context engineering
Definitions, playbooks and rules written into skills and knowledge files for your martech AI agent.
Marketing ops, RevOps and GTM ops, ready for AI
Once the checklist holds up, your ops teams ask in plain English and get answers they can act on, from your own data.
- Check the spring campaign's UTMs against our naming rules.. Reads Google Ads and HubSpot over MCP, with your naming rules.
- Which new leads have no owner, and why didn't routing assign them?. Reads HubSpot over MCP.
- Build a territory list of EMEA accounts that match our ICP.. Reads Snowflake over MCP, with your ICP from the knowledge base.
Marketing ops
Campaign setup checks, UTM rules and list pulls, done by asking.
RevOps
Pipeline questions answered, lead routing checked and forecast inputs pulled.
GTM ops
Enrichment, segment and territory lists, and outbound QA.
Context and MCP included
Every fix ships with the context docs and MCP access, so AI works from day one.
With every implementation
Yours after handover
The MCP access, the agents and the docs live in your own accounts. Your team runs it all with AI, without depending on us.
No retainer needed
A one-time setup at a fixed price. There is no monthly retainer to keep it running, so your costs go down over time.
Right from day one
Anyone can set up a tool with AI, but it's only as good as what the AI guesses. We know what works from 74+ implementations.
Free martech AI agent
Every implementation includes it: slash commands and skills that run your whole stack in Claude Code.
See the agent
Sound familiar?
You bought AI tools, and the answers are wrong.
The data behind them was never cleaned or joined.
Every team has its own revenue number.
So nobody trusts what the AI says either.
Nobody knows what AI can safely access.
Logins are shared and permissions were never set.
Your playbooks live in people's heads.
So agents guess at the rules your team follows.
We audit tracking, data, context and access, then fix the gaps in order, so the AI you add gives answers your team can act on. If the data is wrong, nobody trusts the decisions, and money is lost either way.
From audit to AI-ready, step by step
01
Free AI readiness audit
A 30-minute call that takes your stack through the checklist.
02
Fixed-price plan
The gaps, the fixes, the price and the timeline by email, usually within one business day.
03
Fix tracking and identity
Events, conversions and IDs first, since everything else builds on them.
04
Model and define
Warehouse models and metric definitions, agreed with your teams.
05
Connect AI
Internal MCP access and context docs, tested with your teams' real questions.
06
Hand over
Docs, training and your martech AI agent, so your team runs it without us.
Don't take our word for it. Hear it from the founders who handed us their stack.
JB Jaquenzel
Founder and CEO, Evaboot
“Faizur helped us transfer Google Analytics conversion events to Google Ads via Segment. We set that up within two or three weeks. Now we have a clear vision of our conversions and we could optimize our campaigns like this. Because if your tracking is not on point, you can't really improve your Google Ads performance.”
GA4Segment
Google AdsElie
CMO, Submagic
“We have worked with Faizur and his agency for the past six months to set up all the growth stack that we needed. All the marketing analytics tools like Mixpanel, Google Analytics, data tracking tool, customer analysis tool like Customer.io, and every kind of tool that we needed. He's always ready to help and super reactive. I highly recommend to work with him.”
Mixpanel
Customer.ioGA4Arman Assadi
CEO, Steno.ai
“We worked with Faizur when we wanted to set up Mixpanel. What I loved was how detail-oriented he was, and that he wasn't just there to accomplish that one task. He was able to advise us. He suggested setting up Segment and he thought about everything at a macro level, all the way down to the micro. It gave me confidence to outsource this.”
MixpanelSegmentGabriel
Operations, MKTV
“We recently had the pleasure of working with Faiz on our integration of Segment. Not only did he help us seamlessly set up the integration, but he also went above and beyond to help us establish dashboards in Mixpanel. What was super valuable was having somebody who understood both the business/marketing requirements but also had the technical expertise to execute them.”
SegmentMixpanelJB Jaquenzel
Founder and CEO, Evaboot
“Faizur helped us transfer Google Analytics conversion events to Google Ads via Segment. We set that up within two or three weeks. Now we have a clear vision of our conversions and we could optimize our campaigns like this. Because if your tracking is not on point, you can't really improve your Google Ads performance.”
GA4SegmentGoogle AdsElie
CMO, Submagic
“We have worked with Faizur and his agency for the past six months to set up all the growth stack that we needed. All the marketing analytics tools like Mixpanel, Google Analytics, data tracking tool, customer analysis tool like Customer.io, and every kind of tool that we needed. He's always ready to help and super reactive. I highly recommend to work with him.”
MixpanelCustomer.ioGA4Arman Assadi
CEO, Steno.ai
“We worked with Faizur when we wanted to set up Mixpanel. What I loved was how detail-oriented he was, and that he wasn't just there to accomplish that one task. He was able to advise us. He suggested setting up Segment and he thought about everything at a macro level, all the way down to the micro. It gave me confidence to outsource this.”
MixpanelSegmentGabriel
Operations, MKTV
“We recently had the pleasure of working with Faiz on our integration of Segment. Not only did he help us seamlessly set up the integration, but he also went above and beyond to help us establish dashboards in Mixpanel. What was super valuable was having somebody who understood both the business/marketing requirements but also had the technical expertise to execute them.”
SegmentMixpanelJB Jaquenzel
Founder and CEO, Evaboot
“Faizur helped us transfer Google Analytics conversion events to Google Ads via Segment. We set that up within two or three weeks. Now we have a clear vision of our conversions and we could optimize our campaigns like this. Because if your tracking is not on point, you can't really improve your Google Ads performance.”
GA4SegmentGoogle AdsElie
CMO, Submagic
“We have worked with Faizur and his agency for the past six months to set up all the growth stack that we needed. All the marketing analytics tools like Mixpanel, Google Analytics, data tracking tool, customer analysis tool like Customer.io, and every kind of tool that we needed. He's always ready to help and super reactive. I highly recommend to work with him.”
MixpanelCustomer.ioGA4Arman Assadi
CEO, Steno.ai
“We worked with Faizur when we wanted to set up Mixpanel. What I loved was how detail-oriented he was, and that he wasn't just there to accomplish that one task. He was able to advise us. He suggested setting up Segment and he thought about everything at a macro level, all the way down to the micro. It gave me confidence to outsource this.”
MixpanelSegmentGabriel
Operations, MKTV
“We recently had the pleasure of working with Faiz on our integration of Segment. Not only did he help us seamlessly set up the integration, but he also went above and beyond to help us establish dashboards in Mixpanel. What was super valuable was having somebody who understood both the business/marketing requirements but also had the technical expertise to execute them.”
SegmentMixpanel
Fix the gaps at a fixed price
You know the price, the scope and the timeline before we start.
Fixed price, no hourly billing
One price for the whole project, agreed before we start. No timesheets and no surprise invoices.
Your quote in one business day
Tell us your stack and what you need. You get the price, scope and timeline by email, usually within one business day.
Live in weeks, not quarters
Most projects are live within a few weeks, and the timeline is written into your quote.
Free AI readiness audit
A 30-minute call on your stack: where it hurts, the quick wins, and what to fix first. No obligation.
Book a free AI readiness audit
Startups get 50% off
Same specialists and the same fixed-price quote, at half the price. Tell us your stack and the 50% discount is applied to your quote.
- Fixed price, no hourly billing
- Live in weeks, not quarters
- Specialists, not generalists
AI readiness audit questions, answered
Something else on your mind? Email hello@martechdevs.com or book a free AI readiness audit.
What is a martech AI audit?
A check of whether your stack and data are ready for AI: tracking accuracy, identity resolution, metric definitions, warehouse models, access and permissions, MCP readiness and context docs. It shows what an AI tool would get wrong today and what to fix first.
Can we run the checklist ourselves?
Yes. This martech audit guide is free to use. Go through each check and tick what your stack already has. If you want a second pair of eyes, book the free AI readiness audit and we go through it with you.
What does the free AI readiness audit cover?
It's a 30-minute call that takes your stack through the checklist: where it falls short, the quick wins, and what to fix first. Then you get a fixed-price plan to fix the gaps. There's no obligation.
How is an AI readiness assessment different from a marketing data audit?
A marketing data audit checks whether your numbers are right. An AI data readiness assessment also checks whether AI can use them: whether metrics are defined, context is written down, and access is set up for AI tools. This checklist covers both.
Who is the audit guide for?
Marketing ops, RevOps and GTM ops teams, and the founders and data leads they work with. Each check covers something an AI tool needs before your teams can trust its answers.
Why fix data before adding AI?
AI is only as good as the data and context it reads. With broken tracking or three definitions of revenue, it answers confidently and gets it wrong. If the data isn't accurate, nobody trusts the decisions, and money is lost either way.
What does MCP readiness mean?
Whether AI tools can reach your systems, with the right access. That means MCP servers on the tools that matter, an internal MCP server for your ops teams, and access set per team, so Claude, Codex or your own agents work on real data.
What are context docs?
The business knowledge an AI agent needs to get things right: metric definitions, the data dictionary and tracking plan, naming conventions, ICP and personas, campaign playbooks, and brand and compliance rules. We ship them as skills and knowledge files, plus a semantic layer.
How long does it take to fix the gaps?
Most projects are live within a few weeks. Tracking and identity come first, then the warehouse, definitions, access and context. Your fixed-price plan gives the timeline.
Do we need a retainer afterwards?
No retainer needed. It is a one-time fix at a fixed price, and you own everything after handover, including the free martech AI agent. Ongoing support is there if you want it.
Get a fixed-price plan to fix the gaps
Three quick steps, under a minute. Price, scope and timeline by email, usually within one business day.
Startup?
AI readiness guides from our blog
Read all guides- Martech AI
Context engineering for marketing and RevOps: the six files your agent needs
Give marketing AI the definitions, evidence and working rules it needs. Includes a context template, ownership model and tests for trustworthy answers.
Jafrin Akter Alo9 min read
- Martech AI
Snowflake MCP server: give marketing answers without handing over the warehouse
Snowflake's managed MCP server lets Claude, ChatGPT and Cursor query your account through tools you govern. The read-only setup, step by step.
Jafrin Akter Alo9 min read
- Martech AI
Customer Context Layer: Making Golden Context Useful for a Small SaaS
Make Golden Context useful with clear customer facts, company rules, ownership and freshness. Build one reliable AI workflow before buying another platform.
Jafrin Akter Alo12 min read
Book a Free Audit
A free audit of your stack and what it needs. No pitch.
Thirty minutes, and you leave with a plan
We look at what you have, what it is costing you and what to do about it first.
- 30 minutes
- Video call, link on booking
- No obligation
What we'll cover
- Your current stack and where it hurts
- Quick wins we can ship first
- An integration roadmap
- Timeline, scope and next steps
Calendar not loading? Open it in a new tab or email hello@martechdevs.com.