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PROFESSIONAL SERVICES — MARKETING & CREATIVE AGENCIES

Hours-sold is dying. Outcomes shipped is how agencies hold the relationship.

AI compresses creative production 2-4x and threatens the retainer model. Surviving agencies move to outcome-based pricing — CPA, CAC, attributable revenue — and use AI to test hundreds of creative variants where competitors test ten. Strategy and brand judgement remain human. Production stops being the bottleneck.

2-4x creative throughput uplift with AI-assisted production and variant testing
Creative team brainstorming marketing strategy on whiteboard

Performance benchmarks

How AI-augmented agencies compare against traditional production on the metrics clients now budget against.

Metric Industry Median Top Quartile AI-Augmented Leader
Creative Variants per Campaign5-1020-40100+ (AI-generated)
Concept-to-Live Cycle3-4 weeks1-2 weeks3-5 days
Effective Hourly Yield$120-180$250-300$400+
Outcome-Based Revenue %<5%15-25%40%+
Client Retention70-80%85-90%95%+
Performance Lift (vs. control)10-15%25-35%50%+

What leading firms are doing

Industry examples from publicly reported initiatives — not Xamun projects.

WPP
WPP Open + NVIDIA partnership for AI-powered creative production
  • ✓ Generative production at brand-safe scale
  • ✓ 30%+ campaign productivity gains
  • ✓ Outcome-based pilots with major clients
Publicis Sapient
Marcel + CoreAI platform for personalised, AI-driven campaigns
  • ✓ AI-driven content and audience matching
  • ✓ Personalised creative at scale
  • ✓ Reframed pitch positioning around AI
Ogilvy / Dentsu
GenAI creative copilots and dynamic-creative-optimisation platforms
  • ✓ AI-generated variants tested live
  • ✓ Performance-attributed creative selection
  • ✓ Cut production cost 30-50%
Jellyfish / Brainlabs
Performance agencies built around AI-driven optimisation
  • ✓ Outcome-based commercial models
  • ✓ Continuous creative + media testing
  • ✓ Reset client expectations on speed and price

The transformation opportunity

What changes when a mid-market firm in this segment deploys AI across the engagement lifecycle.

Before — Legacy Operations
  • ✗ 5-10 creative variants per campaign
  • ✗ Concept-to-live in 3-4 weeks
  • ✗ Hours-based retainers
  • ✗ Effective hourly yield $120-180
  • ✗ Performance reporting one-month lagged
  • ✗ Client retention 70-80%
After — AI-Augmented Delivery
  • ✓ 100+ AI-generated variants tested
  • ✓ Concept-to-live in 3-5 days
  • ✓ Outcome-based retainers (CPA, CAC, revenue)
  • ✓ Effective hourly yield $400+
  • ✓ Real-time attribution dashboards
  • ✓ Client retention 95%+

The AI system stack

Designed to integrate with your DAM, MarTech stack, ad platforms (Meta, Google, TikTok), and analytics warehouse.

AI Creative Variant Generator

Brand-safe generation of copy, imagery, and video variants from a single brief. Stays inside your brand guidelines, not a public LLM's defaults.

Performance Attribution Engine

Multi-touch attribution across channels, tying creative to outcome. Identifies winning variants in days, not weeks.

Audience & Personalisation Layer

AI segmentation and personalised creative serving — without touching first-party data outside your boundaries.

Outcome-Pricing Calculator

Models margin and risk under different outcome-based pricing structures. Helps you propose CPA / CAC retainers with confidence.

Client Outcome Dashboard

Real-time view of campaign outcomes, ROAS, brand-lift signals, and AI-tested learnings. Supports retention and upsell.

Creative QA & Brand-Safety

AI compliance check on every variant before it ships — brand voice, claims compliance, and channel rules.

How Xamun delivers

From intelligence to production in weeks. Built as your IP, not someone else's SaaS lock-in.

XI Identifies

Benchmarks your engagement-economics, leverage ratio, and outcome posture against AI-augmented leaders. Maps the highest-impact AI plays first.

Factory Builds

AI co-pilots, outcome platforms, and proprietary knowledge engines — integrated with your existing systems. Owned by you. Migratable. Defensible IP.

Timeline

Intelligence assessment in 2 weeks. First module live in 6-8 weeks. Full stack across one practice within 12 weeks. Outcomes tracked from Day 1.

Reposition before clients negotiate down to your AI cost

Book a discovery call to map where AI can lift your effective hourly yield, shift retainers to outcome-based, and let your strategists do the work that AI can't replace.

Book a Discovery →

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