Construction operations · AI-assisted estimating

Construction operations, connected from site to leadership

PlexoMind designed and developed a unified construction ERP for Nischal Constructions, bringing project performance, financial exposure, procurement, field evidence, drawings, approvals, and reporting into one operating workspace.

Engineering and implementation by PlexoMind Technologies.

Project: Nischal Constructions ERP
Industry: Construction and infrastructure
Engagement: ERP product design, engineering, and AI workflows
Delivered by: PlexoMind Technologies

Product screens are shown with synthetic demonstration data to protect client and project confidentiality.

01 · The Challenge

The operational problem

Construction decisions depend on information spread across drawings, spreadsheets, emails, messages, photographs, invoices, and site reports. Delayed RFIs, superseded drawings, procurement dependencies, and slow approvals can make risk difficult to see until it affects schedule or margin.

Nischal Constructions needed an operating view that could connect these records and make project status useful to leadership as well as site, finance, and project teams.

02 · The Solution

What PlexoMind delivered

PlexoMind brought the workflows together in a project-centred system built around four practical questions: what needs attention, what is the financial impact, what evidence supports the decision, and who owns the next action? The platform spans preconstruction, execution, commercial controls, field operations, reporting, and handover.

Executive command centre

Portfolio health, schedule variance, cost exposure, RFIs, procurement risks, and approvals connect leadership alerts to project evidence.

Project controls

Milestones, blockers, RFIs, purchase orders, documents, and field evidence sit alongside owners and recovery actions.

AI-assisted estimating

The Plan Estimator reads a building plan, prepares trade-based BOQ rows, grounds rates, and produces a reviewer-ready package.

Field and drawing evidence

Before-and-after photographs, drawing revisions, RFIs, and submittals remain linked to the relevant project record.

Invoice capture

Uploaded invoices become structured fields, project and purchase-order matches, review notes, and approval-ready vouchers.

Management reporting

Current project records feed executive views and downloadable PDF, Excel, and PowerPoint outputs.

03 · How It Works

A connected operating model

01
Surface portfolio and project risks
02
Connect each issue to cost, schedule, and evidence
03
Assign an owner and recovery action
04
Route commercial and operational approvals
05
Keep drawings, documents, and field records aligned
06
Generate leadership-ready reporting from current records

04 · Product Views

The system in practice

Product screens are shown with synthetic demonstration data to protect client and project confidentiality.

Mumbai Riverside Tower project dashboard showing progress, forecast, milestone delay, financial exposure, and linked project records. — 01
Project-level visibility connects schedule variance and delay exposure with evidence and recovery ownership.

AI-assisted construction estimate showing BOQ totals, contingency, escalation, GST, accuracy controls, and approval status. — 02
AI interprets the plan while deterministic tools calculate the BOQ, commercial build-up, and review controls.

Construction photo intelligence workspace comparing before-and-after site conditions linked to RFIs and project records. — 03
Before-and-after site evidence remains connected to its location, project, and operational record.

Invoice capture workspace showing extracted vendor, purchase-order match, payable amount, and structured invoice fields. — 04
Invoice intake produces structured fields, ERP matches, review notes, and approval-ready vouchers.

Nischal Constructions executive reporting dashboard with portfolio metrics, board-pack highlights, and export controls. — 05
Current project records feed management reporting and downloadable board packs.

05 · Delivered Value

A more connected operating experience

The platform gives Nischal Constructions a unified view of project risks and operating records. Teams can prepare preliminary estimates, connect decisions to evidence, expose commercial assumptions, streamline document review, and generate leadership-ready outputs from the same workspace.

AI handles interpretation and uncertainty while deterministic business logic handles calculations and commercial outputs. Estimators retain control through visible assumptions, confidence levels, source references, QA flags, and approval checks.

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