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
LinkedIn
News Archive
Calendar
MR·Agent / Meta Orchestrator
claude-sonnet-4-6 · RAG active
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
—
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
Queued
Media Agencies
GroupM · OMD · PHD · Carat · Mindshare · Zenith · Starcom · Initiative
BATCH 04
Planned
Independent Agencies
Brainlabs · Jellyfish · MiQ · the7stars · Goodstuff · MediaSense
BATCH 05
Planned
AdTech / MarTech
DSPs · SSPs · Data Platforms · Clean Rooms · Identity
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
—
chunks
batch_02_consulting_firms.md
—
chunks
Martyn_Rattle_Verified_Research_Dossier.md
—
chunks
Local_Planet_Launch_GlobeNewswire_2016.html
—
chunks
SBDS_Interim_Results_H1_2025.pdf
—
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
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
Processing…0%
Parsing document
Chunking text
Generating embeddings
Indexing to vector store
Updating corpus metadata
▸ BATCH QUEUE — READY TO INDEX
batch_01_holding_companies.md
batch_02_consulting_firms.md
⚠️ Supabase Required
Indexing requires the Supabase
Once connected, INDEX ALL BATCHES will chunk, embed, and add both research files to the vector store automatically.
documents table. Run SUPABASE_RUN_THIS_SQL.sql in your Supabase SQL Editor to initialise the schema, then return here to index.
Once connected, INDEX ALL BATCHES will chunk, embed, and add both research files to the vector store automatically.
💡 Ingest Tips
Use 512-token chunks for dense factual documents. Use 256 tokens for precise Q&A retrieval.
Add a source URL so the agent can cite and cross-reference at retrieval time.
Batch 03 (Media Agencies) is next in the pipeline — use Manual Ingest above when ready.
RAG Query Interface
Direct retrieval-augmented generation search. See exactly which chunks were retrieved, their relevance scores, and the synthesised answer.
🧠 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
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…
Rattle departed Aegis circa 2012 alongside Malcolm Hunter as Dentsu restructured senior leadership following the £3.16 billion acquisition completed July 2012…
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.
LLM API
99.9%
Anthropic · claude-sonnet-4-6
Vector Store
—
chunks · Supabase pgvector
Embed API
—
Checking connection…
Supabase DB
—
documents indexed
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
5
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