Data & Intelligence Engineering

Turn Operational Data into Executive Decisions

Data warehouses, ETL pipelines, executive dashboards, forecasting, and anomaly detection — grounded in your actual operations, not sample datasets.

Most enterprises have data. Very few have decisions. Between raw operational data and the decision a CFO makes on Monday morning are ten broken links — stale reports, inconsistent masters, spreadsheets that don’t agree, dashboards that nobody trusts. We engineer that gap out — with pipelines, warehouses, live dashboards, forecasts, and anomaly alerts that your executive team actually acts on.

  1. Source
  2. ETL
  3. Warehouse
  4. Forecast
  5. Dashboard
  6. Alert
Data intelligence
What we deliver

Six Data Layers, One Decision Surface

From raw pipes to executive dashboards — every layer engineered for reliability, not just demo-day polish.

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Data Warehouses & Lakes

Purpose-built warehouses for operational analytics — tenant-isolated, RBAC-guarded, retention-tiered. Cloud or on-prem.

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ETL & Data Pipelines

Reliable pipelines from your ERP, HRMS, IoT, CRM, and spreadsheets — with change-data-capture, retries, and observability.

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Executive Dashboards & BI

Live P&L, cash position, project margins, workforce utilization — one command center for the CEO, drill-down for the CFO.

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Forecasting & Predictive Analytics

Demand forecasting, cash forecasting, attrition prediction, capacity planning — grounded in your history, not generic models.

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Anomaly Detection & Alerts

Spend anomalies, payroll outliers, procurement leaks, attendance patterns — catch what dashboards can't show you.

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Master Data Integration

Vendor master, customer master, employee master, chart of accounts — resolved into one source of truth across entities.

Why AIMZENT

Data That Executives Actually Act On

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Operational-First

Not sample-dataset BI. Every dashboard is fed by your live ERP, HRMS, and IoT — the numbers on screen are the numbers your team is acting on.

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Live, Not Stale

Weekly PDF reports die when they leave the emailer's laptop. Live dashboards keep updating and stay accountable.

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Integrated by Design

Wired natively into Workzent, your existing ERP, HRMS, and any legacy systems we haven't modernized yet.

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Deployment-Flexible

Cloud data warehouses when speed matters. On-prem or private cloud when data sovereignty does.

Built for
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CFOs Demanding Live P&L

Multi-entity holdings where finance closes weekly, not monthly. Live gross margin, cash position, receivables ageing.

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Group Holdings

Groups needing consolidated reporting across companies, cost centers, and projects — with drill-down to the transaction.

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Ops Teams Wanting Anomalies

Teams that don't want another dashboard — they want to know what changed, what's wrong, what needs a decision.

  • Live dashboards deployed across group companies
  • ETL pipelines feeding real-time executive views
  • Anomaly detection running on production ledger data

Build One Dashboard That Matters

The one your executive team would actually check every morning. We’ll wire the pipeline, resolve the master data, and prove the decision impact before scaling the platform.