The Interpreter — Media & Marketing Consulting

01

FOR CLIENTS

You didn’t hire the wrong agency. Your relationship needs some work.

This section covers what I do when the relationship between a client and their agency has stopped working — or was never set up to work properly.

The relationship looks fine from the outside.

“The brief was clear” The agency built what was briefed. Not what was needed. Nobody noticed until the campaign went live.

“We trust our agency” The fees haven’t been benchmarked in three years. The rates made sense when they were negotiated.

“Performance is good” Good against last-click attribution. Ask what your sales team actually saw.

“The pitch went well” The scorecard measured presentation quality. The agency’s actual capability was never tested.

“We have a process” The process exists in the SLA. The relationship runs on WhatsApp voice notes.

From Brief to Results, nothing lost in translation.

01 Brief Development & Translation

What you mean, written in a language your agency can actually execute. The gap between intent and instruction is where most budgets quietly disappear.

02 Agency Pitch Management

A structured process that finds the agency that fits your actual needs — not the one with the best deck. The wrong hire is always the most expensive one.

03 Performance Optimization

An independent read on whether your investment is working. Last-click attribution challenged. Business outcomes centred.

04 Media Audit & Benchmarking

What you’re paying, what you’re getting, and what the market actually charges. The financial health check most clients have never had.

05 Workflow & Process Design

Approval frameworks, escalation paths, reporting structures that live somewhere more reliable than a WhatsApp thread.

06 Technical Stack Evaluation

Your AdTech and MarTech assessed against what you actually need. Clarity on what’s working, what’s redundant, and what’s missing.

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02

FOR AGENCIES

You’re not losing pitches because you’re not good enough.

This section covers what I do when an agency knows it’s capable of more but can’t figure out what’s missing.

You know you’re capable of more.

“We keep losing pitches” The brief was won on presentation quality. The agency’s actual capability was never tested.

“Our work is good” The client doesn’t experience the work. They experience the relationship around it.

“We need more clients” You need fewer, better-fit clients. The pipeline problem is usually a positioning problem.

“We need to grow” Growth that comes from knowing yourself clearly — not from trying to look like a bigger agency on a smaller budget.

Know what you’re actually good at. Then show it.

ASSESS Capability Gap Analysis

An honest look at where your agency is versus where the market needs it to be. Genuine strengths mapped clearly. Real gaps named without judgment. And an honest look at the story you might be telling yourself that the client in that pitch room simply isn’t buying.

COMPETE Pitch Strategy & Positioning

I join your team on high-stakes pitches as someone who has spent years on the other side of the table. I know what the decision-maker is actually scoring, where the holdco response will land harder, and where your independence is the differentiator — if you know how to frame it rather than apologise for it.

GROW Capability Roadmap & Growth Planning

What comes after the assessment. New capabilities to build, partnerships to pursue, talent to develop, processes to put in place. Growth that comes from understanding yourself clearly — not from trying to look like a bigger agency on a smaller budget.

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03

AI FLUENCY

Most AI training teaches tools. The Interpreter teaches thinking.

A hands-on AI fluency programme for professional teams. Not a tools tutorial. A framework for thinking with AI — delivered live, with real personas responding in real time.

Your team uses AI. How well is the question.

“We’ve done AI training” Tool tutorials don’t transfer. Knowing how to use a prompt box and knowing how to think with AI are different skills.

“Our team uses AI” Usage isn’t fluency. The output looks right until it doesn’t — and no one catches it because everyone assumes the machine checked.

“AI saves us time” It also introduces errors that go unnoticed. Speed without judgment is a liability, not an asset.

“We need AI strategy” Strategy comes after fluency. You can’t decide how to deploy something you don’t yet understand.

Four skills. One framework.

D1 — DESCRIPTION What you give AI determines what you get back.

Context is everything. Vague inputs produce plausible-sounding outputs that don’t solve the actual problem. The first skill is learning to describe the situation — not just the task.

D2 — DISCERNMENT AI doesn’t signal uncertainty. Human eyes have to.

The output looks confident whether it’s right or wrong. Discernment is the trained ability to read what came back and decide what to trust, what to challenge, and what to discard.

D3 — DELEGATION AI can’t fix an undefined problem.

Define the problem first. Delegation is knowing which parts of a task AI can own, which parts it should support, and which parts must stay with the human — and why.

D4 — DILIGENCE Your name is on the output.

The final skill is authorship. Human review of AI work isn’t optional. The Interpreter trains teams to own the output, not just pass it through.

Live Delivery

The Live Persona System

Every scenario runs through a real AI-powered persona. Participants send actual emails. The persona responds in character — unpredictably, in real time. Not a simulation. Not a scripted demo. A live conversation with consequences. Even the facilitator does not know what comes back.

FULL

Two Sessions

Two half-day sessions
Complete 4D framework
All 6 live scenarios
Up to 20 participants
English or Arabic
Customisable by industry

EXPRESS

Single Half-Day

One half-day session
Core 4D framework
4 priority scenarios
Up to 20 participants
English or Arabic
Entry point for new clients

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04

RESEARCH

Not what people say. What they actually mean.

Multi-source market intelligence for the Saudi and MENA market. Commissioned briefs and published intelligence — built on what people actually think, not what they tell a pollster.

The tools we use for research weren’t built for this market.

“We run surveys” Surveys capture what people are willing to say publicly. That’s not the same as what they actually think.

“We track social” English-language social listening misses the majority of the Saudi conversation. The signal is in Arabic.

“We use market data” GASTAT and ministry reports are translated before they reach most teams. Translation softens the signal.

“We know our market” Knowing a market and having current signal on it are different things. One is experience. The other is data.

Five sources. One picture.

01 — FORUMS & SOCIAL Unfiltered sentiment in the language people actually use.

Not what they tell a pollster. Arabic-first, platform-native. The real conversation, not the sanitised version.

02 — SEARCH INTENT What people look for privately but never discuss.

Search volume reveals demand that conversation hides. Especially relevant in markets where social expression is constrained.

03 — PUBLISHED DATA GASTAT and ministry data read in Arabic first.

Before translation softens the signal. The numbers are the same; the interpretation is not.

04 — NEWS & PR What institutions want believed, read against the data.

The gap between the official narrative and what the data shows is usually where the insight lives.

05 — HUMAN DIRECTION 18 years of market knowledge directing the methodology.

Knowing what to look for, what to ask, and how to frame what data alone cannot say.

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An experienced industry consultant, working on people problems with the help of AI.

You didn’t hire the wrong agency. Your relationship needs some work.

The relationship looks fine from the outside.

From Brief to Results, nothing lost in translation.

You’re not losing pitches because you’re not good enough.

You know you’re capable of more.

Know what you’re actually good at. Then show it.

Most AI training teaches tools. The Interpreter teaches thinking.

Your team uses AI. How well is the question.

Four skills. One framework.

The Live Persona System

Not what people say. What they actually mean.

The tools we use for research weren’t built for this market.

Five sources. One picture.

The first conversation costs nothing.