Do you work with both brands and MarTech vendors?

Yes. We support in-house marketing teams building internal capability as well as MarTech and AdTech vendors building and scaling their products.

How long does a typical engagement take?

Timelines depend on scope, but most engagements start with a focused discovery phase, followed by an initial production build in a few months, then iterative expansion from there.

How do you measure the success of what you build?

We align on KPIs up front, such as conversion lift, cost efficiency, time saved, or model accuracy, and validate against them through testing and ongoing monitoring.

Can you provide AI talent to augment our team?

Yes. Through our AI talent solutions we can embed engineers, data scientists, and ML specialists alongside your team to accelerate delivery and build lasting capability.

MARKETING & ADVERTISING TECH

AI That Powers Smarter Marketing

Grayphite builds AI systems and software that turn campaign data into decisions, generate on-brand creative at scale, and automate the reporting that slows marketing teams down. We help MarTech and AdTech teams ship faster and prove what works.

Schedule a Discovery Call Explore Our Work

Marketing & Advertising Tech — Grayphite

Industry focusMarketing & Advertising Tech

Overview

Engineering the Modern Marketing Engine

Marketing and advertising teams sit on more data than ever, yet most of it stays trapped in disconnected platforms, manual spreadsheets, and reports that arrive too late to act on. The gap is rarely data volume; it is the engineering and intelligence layer that turns signals into timely decisions.

Grayphite builds that layer. We combine AI systems, generative models, and production-grade software engineering to unify campaign data, automate creative and content workflows, and surface insights teams can actually use.

Whether you are a brand running performance campaigns or a MarTech vendor building a product, we engineer the systems that connect audiences, creative, spend, and outcomes into one accountable loop.

Campaign Intelligence

Unified data and AI-driven insight across every channel and platform.

Generative Creative

On-brand copy, imagery, and variants produced and tested at scale.

Audience & Attribution

Segmentation, predictive modeling, and multi-touch attribution you can trust.

Reporting Automation

Dashboards and reports that build themselves and explain the why.

Challenges

Marketing Bottlenecks, Solved

The recurring problems that drain marketing and AdTech teams, and how we engineer past them.

CHALLENGE 01

Fragmented Channel Data

Spend, engagement, and conversion data live in silos that never reconcile cleanly.

CHALLENGE 02

Slow Creative Production

Producing and localizing creative variants cannot keep pace with channel demand.

CHALLENGE 03

Unreliable Attribution

Last-click models misallocate budget and hide what actually drives revenue.

CHALLENGE 04

Manual Reporting

Analysts spend days assembling decks instead of acting on the numbers.

CHALLENGE 05

Weak Audience Targeting

Static segments miss intent and waste spend on the wrong people.

CHALLENGE 06

Privacy & Signal Loss

Cookie deprecation and consent rules erode the tracking campaigns depend on.

WHAT WE BUILD

AI Solutions for Modern Marketing

Production systems we design and ship for marketing and advertising technology teams.

Campaign Intelligence Platforms

Unified data pipelines and dashboards that consolidate every channel and apply AI to forecast performance and flag opportunities in real time.

Generative Creative Studios

LLM and image-model workflows that produce on-brand copy, ad variants, and localized assets, with guardrails and human review built in.

Audience & Predictive Analytics

Machine learning models for segmentation, lookalike expansion, churn, and lifetime-value prediction to focus spend where it converts.

Attribution & Marketing Mix Modeling

Multi-touch and incrementality models that show what truly drives outcomes and guide budget allocation across channels.

Automated Reporting & Insights

Pipelines that generate dashboards and narrative summaries automatically, explaining trends in plain language for every stakeholder.

Conversational & Agentic MarTech

AI agents and assistants that draft campaigns, query analytics, and orchestrate workflows across your MarTech stack.

Technology

The Stack Behind the Work

Proven tools and platforms we use to build dependable marketing and advertising systems.

AI & Machine Learning

OpenAIAnthropic ClaudeHugging FacePyTorchscikit-learnLangChain

Data & Analytics

SnowflakeBigQuerydbtApache AirflowSparkSegment

MarTech & AdTech Platforms

HubSpotSalesforce Marketing CloudGoogle AdsMeta AdsGoogle Analytics 4The Trade Desk

Backend & APIs

PythonNode.jsTypeScriptFastAPIGraphQLPostgreSQL

Frontend & Visualization

ReactNext.jsD3.jsLookerTableauPower BI

Cloud & DevOps

AWSGoogle CloudDockerKubernetesTerraformGitHub Actions

Process

Our Delivery Process

A structured path from marketing goals to production-grade systems that deliver measurable results.

Discovery & Audit

Marketing goals and KPI alignmentData source and MarTech stack auditOpportunity and use-case roadmap

Data Foundation

Unified data pipelinesIdentity and audience modelingGovernance and privacy controls

AI Modeling & Build

Predictive and generative modelsApplication and integration developmentGuardrails and evaluation framework

Validation & Launch

Backtesting and A/B validationStakeholder UAT and trainingProduction deployment and monitoring

Optimization & Scale

Performance tuning and model retrainingNew channel and use-case expansionOngoing support and reporting

Case studies

Real systems Measured outcomes

View all case studies

Featured case study

FAQ

Common questions, answered

What does Grayphite do for marketing and advertising tech companies?+

We design and build AI systems and software that unify campaign data, generate creative at scale, model audiences and attribution, and automate reporting, so teams make faster, better-informed decisions.

Can you integrate with our existing MarTech stack?+

Yes. We build on top of platforms like HubSpot, Salesforce, Google Ads, Meta, GA4, and your data warehouse, connecting them through pipelines and APIs rather than forcing a rip-and-replace.

How do you approach generative creative without going off-brand?+

We engineer brand guardrails, prompt systems, and human-in-the-loop review into every generative workflow, so output stays on-brand, compliant, and consistent before anything goes live.

Do you build attribution and marketing mix models?+

Yes. We develop multi-touch attribution, incrementality testing, and marketing mix models so you can see what actually drives outcomes and allocate budget with confidence.

How do you handle privacy, consent, and cookie deprecation?+

We design for a privacy-first world using first-party data strategies, consent-aware pipelines, and modeling techniques that reduce reliance on third-party cookies while respecting regulations.

Can AI agents automate our marketing workflows?+

We build agentic systems and assistants that can draft campaigns, query analytics in natural language, and orchestrate tasks across your tools, with appropriate oversight and controls.

Let's build for Marketing & Advertising Tech.

Grayphite applies AI and software engineering to marketing and advertising tech: campaign intelligence, generative creative, audience analytics, and attribution.

Schedule a Discovery Call