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Architecture Gallery

How the platforms are actually built

Reference architectures distilled from real programs — not marketing diagrams. Each shows the flow from source systems to the decisions executives make on top of them.

Payer / RWE

Healthcare Analytics Platform

Sources
Claims
Eligibility & Membership
Provider
Pharmacy
Ingestion
ETL / Pipelinesbatch loads
Azure Data Factory
Warehouse
SnowflakeRaw → Conformed → Marts
Transform
dbtmodelled & tested
TUVA health model
DuckDBprototyping
Semantic
Power BI model80 governed DAX measures
RLS / OLS
Consumption
Cohort dashboards
HEDIS-adjacent quality
PMPM & member-months
CEO decks
SnowflakePower BI (DAX)dbtDuckDBTUVAAzure Data Factory

The Medicare/Medicaid cohort platform behind the Nest Cohort dashboards — from raw claims to a governed semantic model and CEO-ready quality measures.

Retail · $250M transformation

Enterprise Reporting Architecture

Sources
Oracle Retail (RMS)
BlueYonder
IBM OMS
POS & Finance
Integration
Azure Data Factoryorchestration
Data Lake
Azure Data Lake · DatabricksBronze → Silver → Gold
Warehouse
Oracle ADW60+ enterprise reports
Reporting
Power BI
SAP BusinessObjects
Algonomy
Governance
RLS / OLS
Self-service BI
Steering committee
Azure DatabricksOracle ADWPower BISAP BOAlgonomy

The consolidated reporting estate delivered inside Alshaya's $250M transformation — 50+ sources federated into a single, governed source of truth.

Modernization reference

Modern Data Platform

Ingest
APIs & files
Managed connectors
CDC / batch
Store
Snowflake / Lakehousesingle source of truth
Transform
dbtstaging → marts
Tests & contracts
DuckDBlocal dev
Orchestrate
Scheduling
CI / CD
Lineage & observability
Serve
Power BI / Tableau
Reverse ETL
ML & analytics
SnowflakedbtDuckDBPower BICI/CD

The modern open data stack used to modernize brittle, licence-heavy legacy estates — cost down, capability up, lineage everywhere.

Applied AI · Healthcare

AI Knowledge Platform

Ingestion
Clinical & claims data
Documents
Signals & media
Processing
Embeddings
Vector store
Feature pipelines
Reasoning
LLM orchestration
Retrieval (RAG)
Guardrails
Applications
Care Gap identification
Clinical screening
Knowledge assistant
Human-in-the-loop
Expert review
Accountability & audit
Delivery
Next.js app
APIs
LLM orchestrationRAGVector storeNext.jsAPIs

The human-in-the-loop pattern behind capabilities like AI-driven Care Gap identification and clinical screening — augmenting experts, never replacing accountability.

Consulting IT as a Service

Mindcept Consulting Architecture

Engagement
Discovery
Strategy
Architecture
Delivery
Capabilities
Enterprise consulting
Healthcare analytics
Data platform
Knowledge platform
Delivery engine
Five-level WBS · RACI
JIRA governance
CoE standards
Technology
Next.js · Laravel
Power BI · Snowflake
Outcomes
Governed platforms
Executive clarity
Measurable outcomes
AdvisoryWBS / RACIJIRANext.jsLaravelPower BI

Mindcept's operating model — strategy and architecture advisory delivered as a governed service, turning executive intent into shipped platforms.

AI Product Studio

2BHAI Product Ecosystem

Studio
2BHAI Product Studiofounder-led
Products
Playium
Playmium
MANAMwellbeing movement
AI Gym
Education Intelligence
Builder Platform
Shared platform
AI services
Auth & data
Cloudflare R2
Foundation
Next.js · Laravel
MongoDB
Vercel
Next.jsLaravelMongoDBCloudflare R2Vercel

The founder-led studio and the products it builds on a shared applied-AI platform — from wellbeing to education intelligence.