× TMAI
How TMI Digital Runs 20+ Client Accounts on Private AI
TMI Digital is a South African digital marketing agency managing Google Ads, Meta, and analytics for clients across fintech, e-commerce, hospitality, and security sectors. They deployed TMAI Glass Box infrastructure to eliminate data leakage risks and gain full control over their AI-powered workflows.
Client Data Can't Touch the Public Cloud
Sensitive Ad Accounts: Managing Google Ads for 20+ clients means handling campaign data, budget information, and performance metrics that competitors would pay to see.
AI-Powered Workflows: Using AI for ad copy generation, campaign analysis, and reporting means feeding client data into LLMs — a non-starter with public cloud APIs.
POPIA Compliance: South Africa's data protection law requires explicit consent for cross-border data transfers. Cloud AI APIs violate this by design.
TMAI Glass Box — Deployed On-Premise
ASUS GX10 Supercomputer: NVIDIA GB10 Grace Blackwell chip with 128GB unified memory running local LLMs for ad copy, analysis, and reporting.
Private Google Ads Gateway: All MCC API calls route through the TMAI stack — no data leaves the premises. Dashboard pulls live spend, conversions, and CPA.
Glass Box Transparency: Every AI recommendation comes with attribution and confidence scores. Account managers know exactly why the AI suggested a change.
How TMI Uses TMAI in Production
Real workflows running on Glass Box infrastructure — no data leaves the building.
The TMAI Brain Architecture
Each department gets its own "Glass Room" — free to use external LLMs like Gemini for lightweight tasks, but all privacy-sensitive work routes through the TMAI Brain at the core.
account_balance The TMAI Brain (Core)
The central gatekeeper running on ASUS GX10 + NVIDIA GB10. All sensitive data, client PII, and proprietary prompts are processed here — never leaving the premises.
- check Private LLM inference (Llama, Mistral)
- check Client data isolation & encryption
- check Token usage control & audit logging
- check Gatekeeper validation for all outputs
meeting_room Glass Rooms (Departments)
Each department operates in its own glass room — transparent but isolated. Can use free/external LLMs (Gemini, etc.) for non-sensitive work, but sensitive tasks route through the Brain.
- check Free LLMs (Gemini) for lightweight tasks
- check No peer-to-peer data sharing between rooms
- check Projects move between departments via TMAI
- check Sovereign lanes — complete data isolation
Secure Sovereign Lanes: All inter-department project transfers route through the TMAI Brain — token usage, privacy, and security are controlled at the core. No room can access another room's data directly.
Ad Copy Generation
Local LLM generates RSA headlines, descriptions, and extensions for each client's specific industry — without sending copy briefs to OpenAI.
Campaign Analysis
AI analyses MCC performance data, identifies CPA spikes, budget misconfigurations, and optimization opportunities across all 20+ accounts.
Automated Reporting
Monthly client reports generated locally — spend, conversions, CPA, trend analysis — without exposing raw campaign data to third parties.
Client AI Copilots
Each account manager gets a private AI copilot that understands their specific clients, campaigns, and history — context that never leaves the TMAI box.
Compliance & Audit
Every AI interaction is logged with full attribution. When clients ask "why did the AI suggest this?" — the answer is a click away in the Glass Box audit trail.
Real-Time Alerts
AI monitors spend anomalies, policy violations, and CPA drift across all accounts — alerting the team before clients notice the problem.
Advanced Creative & Video
Generate ad creatives, social posts, and video scripts locally. AI produces on-brand visuals and motion copy without sending briefs to external platforms.
Lead Generation
AI-powered lead scoring, outreach personalisation, and funnel automation — all running locally. Client lead data never touches third-party servers.
B2B Workflows & CRM
Dedicated B2B pipeline management — deal tracking, proposal generation, and client onboarding workflows powered by local AI.
Analytics Integration
GA4, Meta Pixel, and conversion tracking setup assistance. AI configures tracking, validates events, and ensures data accuracy across all client properties.
Infrastructure Monitoring
24/7 health checks on the TMAI appliance itself — GPU utilisation, model performance, uptime alerts. The system watches itself so the team doesn't have to.
TMI's Glass Box Stack
The physical and software infrastructure powering TMI's AI workflows.
memory Hardware
ASUS Ascent GX10
NVIDIA GB10 Grace Blackwell — 1 petaflop AI performance
128GB Unified Memory
CPU/GPU shared pool — runs 7B–70B parameter models
400Gbps ConnectX7
Enterprise networking — ready to cluster with additional nodes
code Software
Local LLM Inference
Ollama / vLLM — Llama 3, Mistral, custom fine-tunes
Private Vector Database
Chroma / Qdrant — client knowledge bases, campaign history
Google Ads API Gateway
MCC 9060186325 — 20+ accounts, live data, no cloud relay
Results
What TMI achieved by going Glass Box.
Zero Data Leakage
Client campaign data, budgets, and performance metrics never leave the TMAI box. POPIA compliant by architecture, not by policy.
10x Faster Workflows
Ad copy generation, campaign analysis, and reporting that used to take hours now runs in minutes — locally, with zero API costs.
Fixed Monthly Cost
No per-token billing surprises. One GPU box powers all 20+ client accounts. Predictable infrastructure cost, maximum margin.
Want Results Like TMI?
Deploy your own Glass Box infrastructure. Your data stays on your premises. Your clients stay protected.