Work

We ship platforms that operators inherit on day one.

Azure, Fabric, Databricks, Power Platform, and AI Engineering / MCP - assembled in layered engagements that marry architecture with enablement. Our work pairs enterprise guardrails with the velocity product teams expect.

  • < 6 weeks
    Launch speed

    to production for Fabric or Databricks lakehouse pilots

  • 99.9%
    Stakeholder trust

    pipeline reliability on Azure-native data estates

  • 24/7
    Model uptime

    observability on AI Engineering / MCP deployments

Stack Patterns

Blueprints we accelerate with.

01

Azure Data Platform

Landing zones, Synapse serverless, and Purview governance automated with IaC so every workspace launches compliant by default.

Azure SynapseADFPurviewDelta Lake
02

Microsoft Fabric

OneLake-first architecture, medallion lakehouses, and Direct Lake BI models tuned for sub-second insights across business groups.

OneLakeLakehouseData ActivatorPower BI
03

Databricks Platform

Unity Catalog, Delta Live Tables, and MLflow pipelines assembled with deployment guardrails to keep collaborative analytics fast and safe.

Unity CatalogDLTMLflowReposs
04

AI Engineering / MCP

Responsible AI reviews, retrieval pipelines, and MCP agents that combine Azure OpenAI with enterprise knowledge sources.

Azure OpenAILangChainMCPApplication Insights
05

Power Platform

COE-aligned governance, reusable connectors, and lifecycle automation so citizen developers safely extend core systems.

Power AppsPower AutomatePower PagesDataverse
06

Analytics Experience

Semantic modeling, DAX review, and UX systems turning Power BI into narrative dashboards the board and the frontline both trust.

Power BITabular EditorLucid ChartsFigma
How We Deliver

Playbooks that keep momentum.

  1. 01

    Blueprint → Build → Enable

    Architecture workshops, iterative delivery, and enablement sprints keep product teams shipping while stakeholders learn to operate the stack.

  2. 02

    Quality as Code

    GitHub Actions, Fabric deployment pipelines, and Databricks asset bundles enforce testing, observability, and rollback on every release.

  3. 03

    Adoption Playbooks

    Change management, KPI storytelling, and center-of-excellence toolkits accelerate internal adoption long after handoff.

01Global Manufacturer

Fabric lakehouse orchestrating real-time supply decisions

Unified telemetry across 12 plants into governed Fabric workspaces with Direct Lake models and Data Activator signals for control towers.

  • 85% drop in manual reconciliations
  • Visibility latency reduced from 24 hours to 20 minutes
  • 300 planners consuming copiloted insights daily
02Healthcare Network

AI Engineering platform delivering explainable care insights

Azure ML + MCP agents automate risk stratification while Responsible AI scorecards and human-in-the-loop review keep compliance teams aligned.

  • 14% lift in model accuracy with monitored fairness
  • Deployment cadence increased from quarterly to bi-weekly
  • Clinician adoption achieved in six weeks
03Insurance Provider

MCP copilots powering agent + broker productivity

Designed multi-model MCP agents on Azure OpenAI to retrieve policy terms, surface underwriting insights, and capture CRM notes while enforcing Responsible AI controls.

  • Handle time reduced 32% across support tiers
  • Compliance review automation cut manual effort in half
  • Net promoter scores increased by 11 points
04Global Retail Marketplace

AI Engineering pipeline for multilingual customer intelligence

Built retrieval-augmented MCP services that mine order data, shipping events, and support tickets to create daily customer satisfaction narratives in 18 languages.

  • Customer sentiment coverage expanded from 35% to 96%
  • Insights published every morning instead of weekly
  • Hallucination rate held under 2% with evaluation harnesses
05FinTech Scale-up

Power BI semantic layer aligning finance and GTM

Rebuilt tabular models, GitHub-backed deployment pipelines, and role-based dashboards to surface daily ARR and churn levers.

  • Reporting refresh windows cut by 70%
  • Board-ready dashboards shipped every sprint
  • Planning cycles shortened by two weeks
06Energy Enterprise

Databricks feature factory scaling predictive maintenance

Implemented Delta Live Tables, MLflow registry, and feature governance so data scientists deploy streaming anomaly detection without downtime.

  • Unplanned outages reduced 22% in the first quarter
  • Experiment-to-production time shrank from months to days
  • Fleet telemetry costs optimized by 18%
07Consumer Products Leader

Microsoft Fabric migration accelerating analytics releases

Lifted legacy Synapse + SQL workloads into Fabric OneLake with automated medallion layering, GitHub-integrated deployment pipelines, and Direct Lake semantic models.

  • Release cycles shortened from monthly to weekly
  • Storage spend optimized 28% via single-copy OneLake design
  • Data Product teams onboarded with self-service workspaces
08Logistics Network

Databricks migration unlocking secure Unity Catalog governance

Transitioned multi-workspace Delta estates to Unity Catalog with bundle-based CI/CD, audited lineage, and fine-grained access for platform, analytics, and AI squads.

  • Catalog adoption increased to 100% of production workloads
  • Permission change windows reduced from days to minutes
  • Cross-region collaboration enabled without compliance exceptions

Ready to move faster with the same stack?