AI Construction ERP — purpose-built to stop ₹40–70 Cr per-project leakage

Why most construction ERPs fail (and why Deepsa AI wins)

Traditional construction ERPs — including Autodesk Construction Cloud, Procore, BIM 360, Oracle Aconex and even SAP S/4HANA EC&O — were architected as systems of record. They faithfully store data after a decision has been made, but they do not preventlosses. Loss prevention in construction is an AI problem, not a workflow problem: every extra tonne of steel, every untracked PO variation, every idle JCB hour, every missed BOQ revision compounds across hundreds of cost heads and thousands of POs. Industry benchmarks place average leakage between 11% and 18% of total project cost, which on a ₹400 Cr commercial tower translates to ₹44–72 Cr that simply disappears.

Deepsa AI Construction ERP closes that gap by running an always-on AI loop across the five highest-leakage surfaces in construction: BOQ accuracy, procurement variance, material consumption, labour productivity and DPR reconciliation. Every transaction posted into the system — by site engineer, subcontractor, store keeper or auto-ingested from invoices — is scored in real time against a learned baseline. Anomalies are surfaced to the project director within minutes, not at month-end.

The AI BOQ Generator — 96%+ accuracy, validated on 2,300+ projects

The BOQ is the contractual and financial spine of every construction project. A 2% error on a single line item can erase the entire profit margin of a project. Our AI BOQ engine generates a complete, structurally-grouped, IS-code compliant BOQ directly from architectural drawings, structural drawings or even concept sketches — typically in under 45 minutes for a building that would take a senior QS team three weeks. Independent post-construction audits across 2,300+ live projects place its quantity accuracy at 96.4% (mean) versus 74–82% for human-only QS workflows and 81–88% for Autodesk Revit / Quantity Take-Off.

What the AI BOQ engine actually does

• Reads DWG, DXF, PDF, IFC and Revit RVT files; auto-detects scale, units and grid.
• Builds a parametric quantity model — concrete grade-wise, rebar diameter-wise, formwork type-wise, finish area-wise.
• Maps every line item to your CSI / IS / SOR rate library and produces a tendering-ready BOQ in Excel, PDF and ERP-native formats.
• Cross-validates against the structural design code (IS 456, IS 800, ACI 318, Eurocode 2) to catch under-design and over-design before tender.
• Re-runs automatically when drawings are revised and produces a colour-coded delta vs the last issued BOQ.

Multi-site material tracking — every bag, every bar, every JCB hour

Material leakage rarely happens in one big event; it bleeds through hundreds of small, invisible deviations. Deepsa AI Construction ERP installs a continuous reconciliation layer between planned (BOQ) → procured (PO) → delivered (GRN) → consumed (DPR) → as-built (vision count). Each handoff is scored, and any deviation beyond a learned tolerance triggers an alert.

Computer vision for site reality

Existing CCTV feeds (Hikvision, CP Plus, Dahua, Axis) are wired into our vision stack to auto-count workers per gate, identify PPE compliance, detect idle equipment and verify stack heights for steel, cement, aggregate and shuttering — replacing the unverifiable subcontractor labour bill with an objective number that finance can trust.

Procurement intelligence and PO deviation analysis

For every line item, the system maintains a live three-vendor price band and a historical price curve. When a PO is raised above the band, it is automatically routed for a second approval with the deviation amount, the recommended vendor and the justification request — converting procurement from a paperwork function into an actively-managed P&L lever.

Real-time leadership dashboard across every site

One screen, every project: planned vs actual cost, schedule variance, cash burn, invoice-to-receivable cycle, top 10 leakage hotspots, top 10 vendors by deviation, and a project-health colour code generated by the AI from 47 weighted KPIs. Drill-down from a ₹400 Cr corridor to a single ₹12,000 PO in three clicks.

Integrations — extend, don't rip-and-replace

Deepsa AI Construction ERP runs standalone, or as an intelligent overlay on existing SAP, Oracle, NetSuite, Tally, Microsoft Dynamics and Farvisiondeployments via our Ask Deepsa AI Connectmodule. That means CFOs do not have to throw away a ₹15 Cr SAP investment to get an AI-native experience on top of it.

Compliance, audit and security

• ISO 27001 information security and CMMI Level 3 process maturity.
• Immutable, hash-chained audit log of every BOQ revision, PO change and rate update.
• Role-based access for site, region, country and group with maker-checker on every financial action.
• India, UAE, Singapore and US data-residency options.

Proven outcomes

• ₹54 Cr material savings on a ₹820 Cr residential portfolio — see the audited case study.
• ₹51 Cr schedule recovery using predictive look-ahead — read the case study.
• ₹56 Cr recovered via continuous AI audit — read the case study.

Frequently asked questions

Is Deepsa AI Construction ERP an alternative to Autodesk Construction Cloud?

Yes. Customers replace Autodesk Construction Cloud, BIM 360 and Procore with Deepsa AI Construction ERP for BOQ generation, quantity take-off, procurement and multi-site financial control — at roughly 35–50% of the licence cost and with an AI BOQ engine that Autodesk does not offer at all.

Can it sit on top of our existing SAP or Oracle ERP?

Yes. Through Ask Deepsa AI Connect we add an AI orchestration overlay on SAP, Oracle, NetSuite, Tally and Microsoft Dynamics — typically live in 6–10 weeks and at ~50% the cost of a rip-and-replace modernisation.

How fast can we go live?

A first project — including BOQ ingestion, site CCTV onboarding and dashboard configuration — is typically live in 4 to 6 weeks.