Now in Managed Preview

One Platform.
Any Industry.
Zero Silos.

Source data enters at Bronze, transforms through Silver, and surfaces at Gold — the only layer your AI agents and executives ever need to see.

6wk
Deployment SLA
2
Live Reference Clients
RM23.5M
Revenue Under Management
6+
Source Systems Unified
Architecture

The Medallion Data Stack

A battle-tested Bronze → Silver → Gold pipeline. Raw data lands immutably, transforms through dbt Core, and surfaces as clean, agent-queryable intelligence.

Source Systems
ERP / Accounting
HRMS / Payroll
POS / BSS / OSS
CRM / Support
Payments / eWallet
Usage / Export Files
Data Hub — Medallion Layers
Bronze
Raw · Immutable · Append-only
dbt Core
Silver
Cleaned · PII-masked · Normalised
dbt Core
Gold
Business-ready · Agent-queryable
AI Orchestrator
🧠
Mastermind
Queries Gold only
Routes to agents
Enforces benchmarks
CS
OPS
FIN
SALES
HR
COMP
Outputs
📊
CEO daily war brief
📋
HOD department digest
⚠️
Churn alerts 30–60d ahead
🏆
Dealer / outlet scorecards
📑
Regulator-ready reports
💬
Staff Q&A via Telegram
⚡ Plug-in connectors — swap source systems per vertical. Same Gold layer, same agents, same outputs. Only the ingestion changes.
Industry Packages

Built for Four Verticals.
Expandable to Any.

Pre-configured connectors, dbt models, and agent outputs tailored per industry. Deploy in 6 weeks, not 6 months.

🍵
F&B Chains
STRATUM for F&B
Multi-outlet restaurant and beverage chains. Daily sales, labour compliance, and outlet performance in one view.
Source Connectors
AutoCount HRMS POS WhatsApp Reports Grab/Foodpanda
Daily sales brief per outlet
Labour % vs 28% target
Compliance scoring
Monthly target tracking
Variance & anomaly alerts
✓ Live Deployment — F&B Chain, 9 Outlets (MY)
📡
Telco / MVNO
STRATUM for Telco
MVNOs, telco operators, and ISPs. Subscriber analytics, dealer performance, and BNM-ready compliance reporting.
Source Connectors
BSS/OSS CRM HRMS eWallet Usage CDRs
Subscriber churn prediction
Dealer scorecards + ranking
BNM / MCMC-ready reports
ARPU and revenue drilldowns
Network & support SLA alerts
✓ Live Deployment — Bursa-listed MVNO (MY)
🏦
Financial Services
STRATUM for FinServ
Banks, fintech platforms, and fund houses. Portfolio dashboards, compliance automation, and executive intelligence.
Source Connectors
Core Banking Risk Systems HRMS Loan/CRM BNM Feeds
Portfolio daily P&L brief
Automated BNM reporting
Credit risk alerts
Branch / RM scorecards
Compliance heatmap
⟳ Seeking Pilot Client — Q3 2026
🧠
Org Intelligence
STRATUM Learn
Capture what your people know before it walks out the door. AI interviews staff, extracts tribal knowledge, and builds a living company brain your agents can query.
Knowledge Sources
Telegram Bot Slack SOPs / Docs Voice Notes Past Decisions
Structured micro-interviews via Telegram
Entity extraction — people, process, systems
Conflict detection across sources
Semantic Q&A for any staff member
Gap alerts — what the org doesn't know yet
⟳ Add-on to any STRATUM vertical — or standalone
Proof of Concept

Two Live Clients.
One Platform.

Both deployments run on the same STRATUM core. Different connectors. Same Gold layer quality. Client names available under NDA.

Malaysia — Multi-Outlet F&B Vertical
9
Outlets Live
RM23.5M
FY2025 Revenue Tracked
Daily
CEO War Brief
WhatsApp sales reports auto-parsed, labour compliance scored, and outlet performance ranked — before the CEO finishes morning coffee.
Bursa-listed MVNO — Telco Vertical
7
Source Systems
6
Dept Agents Active
BNM
Report-Ready
Dealer scorecards, churn prediction, and regulatory reporting — all routed from a single Gold layer to department heads and the board.
Pricing

Managed Service First.
SaaS Path at 18 Months.

We deploy, operate, and maintain. You own the insights. No internal data engineers needed.

Starter
Foundations
Single vertical. Up to 3 source systems. Core Gold layer + CEO brief.
One-time setup: RM 60,000
RM 12,000 /month
✓ Bronze → Silver → Gold pipeline
✓ Up to 3 source connectors
✓ CEO daily war brief
✓ 1 AI agent (ops or finance)
✓ Telegram delivery
✓ Monthly performance review
Most Popular
Professional
Command
Full vertical. Up to 6 source systems. Multi-agent with department digests.
One-time setup: RM 90,000
RM 18,000 /month
✓ Everything in Foundations
✓ Up to 6 source connectors
✓ Multi-agent fleet (up to 4 depts)
✓ HOD department digests
✓ Churn / anomaly alerts
✓ Scorecards & compliance reports
✓ Staff Telegram Q&A bot
✓ Dedicated analyst (4h/month)
Enterprise
Sovereign
Unlimited sources. Multi-vertical. Custom agents and regulator reporting.
One-time setup: RM 120,000+
RM 25,000 /month
✓ Everything in Command
✓ Unlimited source connectors
✓ Multi-vertical deployment
✓ Custom agent development
✓ BNM / SC regulator outputs
✓ Board-level dashboards
✓ SLA: 99.5% uptime guarantee
✓ Dedicated engineer (20h/month)
Ideal Client Profile

Who Is This For?

🏢
Revenue Scale
RM 30M – RM 500M annual revenue. Large enough to have siloed systems, small enough to lack a data team.
🔌
System Sprawl
3+ operational systems (ERP, HRMS, POS, CRM) that don't talk to each other. Reports compiled manually.
📋
Regulated Industry
Subject to BNM, MCMC, SC, or audit requirements. Compliance reporting is painful and manual.
🚫
No Internal Data Eng
No dedicated data engineering or BI team. CEO flying blind or getting weekly Excel from finance.
Go-to-Market

6-Week Deployment

1
Week 1–2
Source Audit + Connector Config
Map all source systems, credentials, and data schemas. Configure ingestion connectors for Bronze layer.
2
Week 2–4
dbt Models + Gold Layer Build
Deploy dbt transformations. Define business KPIs, targets, and compliance rules. Silver → Gold validated.
3
Week 4–5
Agent Configuration + Outputs
Configure Mastermind agents per department. Wire CEO war brief, alerts, and scorecards to Telegram.
4
Week 6
Live + Handover
Go-live with full team onboarding. Ongoing managed service begins. Monthly review cadence set.
Get Started

Ready to see your data
work for you?

We take on 2 new clients per quarter. Both FY26 Q3 slots are open. Book a discovery call to see if STRATUM fits.