Meta Orchestration Agent

Your personal AI platform coordinator — routes queries across corpus, tools, and external sources. Maintains context across sessions.

🧠 Agent Model

Claude 3.7

Sonnet · Extended thinking enabled

📚 Corpus Size

247

Chunks across 12 documents

Active tools

RAG Search

Companies House

Web Search

News Archive

Calendar

MR·Agent / Meta Orchestrator

claude-sonnet-4-6 · RAG active

🧠

Good to see you. I have full access to your knowledge corpus — currently 247 chunks across career history, company filings, and research notes. I can retrieve, synthesise, and cross-reference against live sources. What would you like to explore?

🧠

Suggested starting points: ask me about a specific company, date, or person. I'll pull from corpus first, then flag where I've had to infer or supplement from external sources.

corpus_search · companies_house_lookup

Knowledge Corpus

Vector store contents. Live document count from Supabase when connected — static corpus shown in offline mode. Browse, inspect, and search the embedding space.

📦 Total Chunks

—

Average 512 tokens/chunk

📄 Documents

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MD, PDF, HTML, JSON, TXT

⚡ Vector Model

text-embed-3-small

1536 dimensions · OpenAI

▸ BATCH STATUS

BATCH 01 Ready to Ingest

Legacy Holding Companies

WPP · Publicis · Omnicom+IPG · Dentsu · Havas · 364 lines · 16.6KB verified

BATCH 02 Ready to Ingest

Consulting Firms

Accenture Song · Deloitte Digital · PwC · EY · KPMG · Capgemini · 237 lines

BATCH 03 Ready to Ingest

Media Agency Networks

WPP Media · OMG · Publicis Media · dentsu · IPG/Omnicom · Havas · 210 lines · 8.6KB

BATCH 04 Ready to Ingest

Independent & Challenger Agencies

the7stars · Brainlabs · MiQ · Jellyfish/Brandtech · Goodstuff · MediaSense · 8.9KB

BATCH 05 Ready to Ingest

AdTech & MarTech

The Trade Desk · DV360 · Magnite · LiveRamp · Clean Rooms · Identity · Retail Media · 14.9KB

BATCH 06–08 Planned

Media Consumption · AI Landscape · Insights

Ofcom data · IAB UK · WARC · AI ecosystem map · Strategic analysis

Source Documents

🏢

batch_01_holding_companies.md

10 Mar 2026 · 16.6KB · MD · WPP, Publicis, Omnicom+IPG, Dentsu, Havas

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chunks

💼

batch_02_consulting_firms.md

10 Mar 2026 · 14.2KB · MD · Accenture Song, Deloitte Digital, PwC, EY, KPMG, Capgemini

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chunks

📡

batch_03_media_agency_networks.md

10 Mar 2026 · 18.1KB · MD · WPP Media, OMG, Publicis Media, Dentsu, IPG Mediabrands, Havas

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chunks

🚀

batch_04_independent_agencies.md

10 Mar 2026 · 14.8KB · MD · the7stars, Jellyfish, Brainlabs, MiQ, MediaSense, Croud

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chunks

📄

Martyn_Rattle_Verified_Research_Dossier.md

9 Mar 2026 · 142KB · MD · Biography & career verified

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chunks

🌐

Local_Planet_Launch_GlobeNewswire_2016.html

9 Mar 2026 · 38KB · HTML

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chunks

📊

SBDS_Interim_Results_H1_2025.pdf

9 Mar 2026 · 420KB · PDF

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chunks

Sample Chunks (top-ranked by recency)

batch_01_holding_companies.md · Omnicom/IPG

Omnicom acquired Interpublic Group (IPG) for $9bn — completed 26 November 2025. Combined revenues ~$25.6bn. Post-merger: creative networks reduced to 3 (BBDO, TBWA, McCann). DDB, FCB, MullenLowe brands retired. 4,000 redundancies plus 10,000 further via disposals. Total headcount ~105,000.

0.96 relevance

batch_02_consulting_firms.md · Accenture Song

Accenture Song generated ~$20bn revenue FY2025, up 8%. Ad Age Agency Report 2025: ranked #1 in world's biggest agency companies. From 1 September 2025, folded into new Reinvention Services unit alongside strategy, consulting, technology and operations — positioned upstream of advertising entirely.

0.94 relevance

batch_01_holding_companies.md · Publicis

Publicis Groupe FY2024 net revenue €13.97bn, +5.8% organic. Declared world's largest advertising company by end of 2024. UK organic growth +10.4% in 2023. CoreAI platform: €300m/year investment. First in new business rankings for 5th consecutive year. Outperforms holding company peers by ~400bps.

0.93 relevance

batch_02_consulting_firms.md · Deloitte UK

Deloitte UK total revenue FY2024 (ended 31 May): £5.7bn (+2.4%). Consulting: £1.58bn (-1%). AI/tech investment: £135m. May 2025: UK consulting division informed of 20% bonus cuts following poor financial performance. GenAI evaluation projects cited as bright spot amid consulting contraction.

0.91 relevance

batch_03_media_agencies.md · WPP Media

GroupM rebranded as WPP Media in May 2025. CEO Brian Lesser axed global agency brand CEO roles for EssenceMediacom, Mindshare and Wavemaker — converting them from distinct P&L agencies into unified "teams". WPP Media manages $60bn+ in billings across 80 markets. WPP organic revenue -1.0% in 2024, forecast -2% in 2025.

0.95 relevance

batch_03_media_agencies.md · Publicis Media

Publicis Media generated $7.7bn in net new client billings Jan–Sep 2025 — one-third of all media spend globally that switched between agencies. Winning at 5x the rate of WPP in new business. Data infrastructure and precision targeting (Epsilon) now outperform trading scale.

0.93 relevance

batch_04_independents.md · the7stars

the7stars is the UK's largest independent media agency. Won multiple Media Week Awards 2024 including Grand Prix at Thinkbox TV Planning Awards. Sunday Times Best Places to Work 2024 (Big Organisation). Won The AA media duties alongside Jellyfish in December 2024.

0.89 relevance

batch_04_independents.md · Jellyfish/Brandtech

Jellyfish was acquired by The Brandtech Group in June 2023 from French holding company Fimalac. Combined entity: $1bn+ revenue, 7,000+ employees, working for 8 of the world's 10 largest advertisers. CEO Nick Emery (former GroupM founding partner). Named Most Innovative Use of AI by an Agency at 2025 Digiday AI Awards.

0.88 relevance

Document Ingest

Add new documents to the knowledge corpus. Files are chunked, embedded, and indexed into the vector store automatically.

⬆

Drop files here or tap to browse

Documents will be chunked and embedded automatically

PDF DOCX MD TXT HTML JSON

Document title

RAG Query Interface

Direct retrieval-augmented generation search. See exactly which chunks were retrieved, their relevance scores, and the synthesised answer.

Top-K Model Mode

🧠 Generated Answer 3 sources

At the time of the Dentsu acquisition in July 2012, Martyn Rattle held the title Global Chief Client Officer at Aegis Media — a role created for him in November 2008. His remit covered all international client relationships across both the Carat and Vizeum networks, with named clients including Adidas/Reebok and Johnson & Johnson. He departed Aegis alongside Malcolm Hunter as part of the post-acquisition restructure under Dentsu.

📦 Retrieved Chunks top-5 · hybrid mode

chunk_0034 · campaign_archive.txt0.96

Rattle was appointed Global Chief Client Officer in November 2008, a newly created position at Aegis Media overseeing all international client relationships across Carat and Vizeum networks…

chunk_0089 · dossier.md0.92

Rattle departed Aegis circa 2012 alongside Malcolm Hunter as Dentsu restructured senior leadership following the £3.16 billion acquisition completed July 2012…

chunk_0041 · campaign_archive.txt0.88

Key clients under Rattle's purview included Adidas/Reebok and Johnson & Johnson. Campaign noted in 2008 that the GCCO role was created to centralise client management at group level…

System & Configuration

Platform health, model settings, API connections, and operational controls for the MR·OS AI platform.

🔑 API Keys & Providers

🤖

Anthropic

claude-sonnet-4-5 · LLM

…

⚡

OpenAI

text-embedding-3-small · gpt-4o

…

🌐

Google AI

Gemini 1.5 Flash · LLM

…

🗄️

Supabase

pgvector · service role

…

Set keys in Vercel → Settings → Environment Variables:

ANTHROPIC_API_KEY  ·  OPENAI_API_KEY  ·  GOOGLE_AI_API_KEY  ·  SUPABASE_SERVICE_ROLE_KEY  ·  NEXT_PUBLIC_SUPABASE_URL  ·  NEXT_PUBLIC_SUPABASE_ANON_KEY

🧠

LLM

—

Checking…

📦

Vector Store

—

chunks · Supabase pgvector

⚡

Embed API

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Checking…

🗄️

Documents

—

indexed in corpus

Language Model

Primary model

Used for all orchestrator queries

claude-sonnet-4-6

Extended thinking

For complex multi-step reasoning

Max output tokens

Per orchestrator turn

4,096

Temperature

Factual mode (low creativity)

0.1

Retrieval Settings

Retrieval mode

Hybrid = semantic + BM25 keyword

Hybrid

Default top-K

Chunks retrieved per query

Reranking

Cohere reranker on retrieved set

Citation mode

Always cite chunk + source

Vector Store

Provider

Supabase pgvector

Embedding model

text-embedding-3-small

Dimensions

1,536

Index type

HNSW

Namespace

public.chunks

Auto-sync corpus

Re-embed on document updates

Platform Log

09:14:02[OK]Anthropic API connected · claude-sonnet-4-6

09:14:03[OK]Pinecone vector store initialised · 247 chunks

09:14:04[INFO]Embedding API ready · text-embedding-3-small

09:14:05[OK]All systems online · MR·OS platform ready

09:16:41[INFO]Session started · mrattle@gmail.com

Martyn Rattle

A navigator by instinct,
a builder by trade

A pattern of entering
at the moment of creation

The organisations
shaped and served

Meta Orchestration Agent

Knowledge Corpus

Document Ingest

RAG Query Interface

System & Configuration

Martyn Rattle

A navigator by instinct,a builder by trade

A pattern of enteringat the moment of creation

The organisationsshaped and served

Meta Orchestration Agent

Knowledge Corpus

Document Ingest

RAG Query Interface

System & Configuration

A navigator by instinct,
a builder by trade

A pattern of entering
at the moment of creation

The organisations
shaped and served