MarTech · Analytics · Personalisation · Consent

Your AI agents are only as good as the data underneath them.

2026 is the year marketing teams handed real decisions to AI agents. Those agents run on your customer data platform, your event schemas, your identity graph and your consent signals. We architect that foundation — so what sits on top can actually be trusted.

Adobe Certified Master
Adobe Analytics Architect
13 yrs Adobe Analytics
7 yrs CJA
Migrations delivered end to end
Citigroup · PwC · Tetra Pak
Marsh McLennan · Microsoft · Intel · MARS
Vendor-neutral
Adobe · Tealium · Treasure Data · Google
Measurement, personalisation and consent work delivered for and alongside
Citigroup logo
Citigroup
PwC logo
PwC
Marsh McLennan logo
Marsh McLennan
Marsh logo
Marsh
Horizon BCBSNJ logo
Horizon BCBSNJ
The Hartford logo
The Hartford
Capital One logo
Capital One
Vanguard
The Vanguard Group
Microsoft logo
Microsoft
Intel logo
Intel
Lenovo logo
Lenovo
BMW logo
BMW
Hyundai logo
Hyundai
Rolls-Royce logo
Rolls-Royce
Tetra Pak logo
Tetra Pak
MARS logo
MARS
PepsiCo logo
PepsiCo
Subway logo
Subway
Sazerac logo
Sazerac
W. R. Grace logo
W. R. Grace
Roche logo
Roche
Wiley logo
Wiley
Cox Communications logo
Cox Communications
BYU Broadcasting logo
BYU Broadcasting
TCS logo
TCS
Infosys logo
Infosys
LTIMindtree logo
LTIMindtree
C5i logo
C5i
Engagements delivered in principal and lead architect roles — for end clients directly, and alongside global delivery partners.
All names and marks are the property of their respective owners and are shown to describe work delivered — they imply no endorsement, partnership or current relationship.
The 2026 shift

Three things changed at once. Most stacks changed for none of them.

Agentic AI arrived in the marketing stack, third-party identity finished collapsing, and consent stopped being a legal checkbox and started being a measurement problem. Each of them punishes a weak data foundation — and they arrived together.

Agentic

At Summit 2026 Adobe introduced CX Enterprise Coworker, an agent layer that plans and executes work across Experience Platform, Real-Time CDP, Customer Journey Analytics and Journey Optimizer. Journey Agent and Data Insight Agent go further still. All of them reason over your XDM schemas and identity graph. Where that foundation is wrong, agents don't fail loudly — they scale the error.

15–30%

The share of conversion signal organisations are recovering by moving to server-side collection — events routed through infrastructure you control before distribution, rather than fired from the browser into a dozen vendors. It is now the default architecture for resilient measurement, not an optimisation.

67%

The proportion of Consent Mode v2 implementations reported to fall short of compliance standards. Consent is no longer a banner your legal team signs off — it is a signal that has to propagate correctly through every tag, every server call and every downstream model. Most implementations quietly don't.

What we do

One discipline, four layers.

We are not a full-service transformation firm and we don't pretend to be. We do one thing — the customer data and measurement layer — at a depth that generalists cannot reach.

01

Digital Analytics & Measurement Architecture

Measurement designed around the decisions the business actually makes, not the events that happened to be easy to capture. Thirteen years on Adobe Analytics and seven on Customer Journey Analytics — implementation and migration, Web SDK and Edge Network, server-side collection, data layer design, and the unglamorous discipline of making numbers reconcile across Adobe, Google and the back end.

Adobe AnalyticsCustomer Journey AnalyticsWeb SDK / EdgeAdobe LaunchTealium iQServer-side collectionGA4Data layer design
02

Personalisation & Journey Orchestration

Segments that resolve to real people, journeys that respond in the moment, and experimentation with enough statistical honesty to be worth acting on. Adobe Target across A/B, MVT, experience targeting, Auto-Target and Recommendations; Journey Optimizer for orchestration; Real-Time CDP for the identity and activation layer that makes any of it possible.

Adobe TargetJourney OptimizerReal-Time CDPIdentity graphsXDM schemasAudience activationExperimentation design
03

Cookie Governance & Consent-Safe Data

The layer most teams bolt on last and regret first. Consent platform configuration, tag-to-consent mapping, cookie inventories that match the policy you actually published, and regional variation across GDPR, ePrivacy, CPRA and TCF. Then the harder half: designing measurement that stays accurate as consent rates fall, rather than simply going dark.

OneTrustTrustArcOsanoConsent Mode v2Cookieless identityGDPR / ePrivacyCPRAData usage labels
04

AI & Agent Readiness

The newest layer, and the one with the widest gap between the demo and the deployment. Adobe's agents reason over XDM schemas, identity stitching and data usage labels — so schema hygiene, governance labelling and consent enforcement stop being back-office concerns and become the determinant of whether an agent can be given authority at all. We assess readiness honestly, including when the answer is that the foundation has to come first.

AEP AI AssistantJourney AgentData Insight AgentSchema & governance readinessData usage labelsPrivacy-preserving modelling
Live problems

What organisations are calling us about right now.

01

"We have to move to Customer Journey Analytics and nobody here has done one."

The largest live programme in the Adobe base, and we have taken sites through it end to end. The work is rarely the migration itself — it is the identity strategy, the data-quality assumptions inherited from an implementation nobody has audited in years, and giving stakeholders a straight answer about which historical reporting genuinely comes with them and which does not.

02

"We bought AEP eighteen months ago and we still aren't getting value."

Extremely common, and rarely a licensing problem. It is usually schema design that fought the use cases, an identity graph built on identifiers the site was never actually collecting, or activation paths that were never finished. An architecture review finds which — and sometimes concludes the platform was the wrong answer for the use case.

03

"Our consent rate dropped and we can't tell what's real any more."

Falling consent doesn't just shrink the sample — it biases it, in ways that quietly break attribution, audience sizing and every model trained downstream. The fix is part remediation, part re-architecture: consent-safe collection, server-side routing, and honest modelling of what can and cannot be recovered.

04

"We want to turn on the AI agents. Are we ready?"

Agentic features are the fastest-moving part of the Adobe stack, and the readiness question is genuinely technical: are the schemas coherent, is identity resolving, are data usage labels applied, will consent be enforced when an agent activates an audience? We answer it as an assessment rather than a sales conversation.

05

"We're a partner and we're short of senior Adobe hands on a delivery."

We work white-label behind agencies and Adobe Solution Partners on CJA, AEP and consent workstreams. You keep the client relationship and the commercial; we bring certified senior delivery capacity, in your time zone, without the hiring cycle.

The stack

Platforms we work in every day.

Depth in the Adobe Experience Cloud, with genuine working knowledge of the alternatives — which is what makes a vendor-neutral recommendation worth anything.

Adobe logo
Adobe
Tealium logo
Tealium
Treasure Data logo
Treasure Data
Google logo
Google
Piwik PRO logo
Piwik PRO
OneTrust logo
OneTrust
TrustArc logo
TrustArc
Osano logo
Osano
ObservePoint logo
ObservePoint
Medallia logo
Medallia
Demandbase logo
Demandbase
Conductor logo
Conductor
Meta Pixel logo
Meta Pixel
LinkedIn Insight logo
LinkedIn Insight
Google Floodlight logo
Google Floodlight
Power BI logo
Power BI
Tableau logo
Tableau
Databricks logo
Databricks
Microsoft Azure logo
Microsoft Azure
Dynatrace logo
Dynatrace
Dynamic Signal logo
Dynamic Signal

Product and company names and logos are trademarks of their respective owners, shown here to describe the platforms we work in. Hoi Polloi Tech is an independent practice and holds no resale relationship with any vendor.

Adobe Experience Cloud
Adobe Analytics
Customer Journey Analytics
Experience Platform
Real-Time CDP
Journey Optimizer
Adobe Target
Data Collection / Launch
Web SDK & Edge Network
Audience Manager
Experience Manager
CDP, Tagging & Activation
Tealium iQ
Tealium AudienceStream
Treasure Data CDP
Google Tag Manager
Server-side GTM
Google Analytics 4
Piwik PRO
Meta Pixel
LinkedIn Insight Tag
Google Floodlight
ObservePoint
Consent & Privacy
OneTrust
TrustArc
Osano
Consent Mode v2
IAB TCF
Data usage labels
Experience, Voice & Demand
Medallia
Demandbase
Conductor Searchlight
Dynamic Signal
Adobe Target
Experimentation design
Reporting & Engineering
Power BI
Tableau
Databricks
Dynatrace
Azure
SQL
JavaScript

Product names are the trademarks of their respective owners and are used here to describe the platforms we work in. Hoi Polloi Tech holds no resale relationship with any vendor.

Why us

The depth of a specialist. The candour of an independent.

Our name says it — hoi polloi, the many. Enterprise-grade measurement architecture has been priced and packaged for the few. We think that is a distribution problem, not a difficulty problem.

  • Senior practitioners do the work. The person in the pitch is the person in the build. No pyramid, no handover to a team you haven't met.
  • Vendor-neutral, and it costs us money. We hold no resale relationship with any platform, so we will tell you when Adobe is the wrong answer — which is not something a partner earning margin on the licence can say.
  • Certified to Master level. Adobe Certified Master — Adobe Analytics Architect, current. Independently verifiable, which is more than can be said for most agency credentials.
  • Fixed scope, fixed price, fixed date. Assessments are productised so you know exactly what you are buying before you commit. No open-ended discovery.
  • Knowledge transfer is the deliverable. If your team cannot run it after we leave, we have sold you a dependency rather than a capability.
  • Full UK and EU working-day coverage, with overnight turnaround for US teams.

Have a measurement problem worth pressure-testing?

Bring the hard question — a stalled AEP rollout, a CJA migration nobody wants to own, a consent rate that broke your reporting. You will leave the call with a point of view, whether or not you engage us.