Turning disconnected construction software into a single system.
From chaotic ProEst → Aspire → Autodesk Build → QuickBooks manual handoffs to a connected, automated construction tech ecosystem - with weekly landscape takeoff services and AI automation on the way via Makez.ai.
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Meadows Landscapes, a commercial landscaping contractor operating across the USA, ran four business-critical platforms - ProEst, Aspire, Autodesk Build, and QuickBooks - completely in isolation. Each handoff between systems was manual. Data was re-entered by hand. Financial reporting was delayed. Project profitability was invisible.
XFactr.ai became the embedded technology partner - delivering three bidirectional system integrations, an ongoing Autodesk Construction Cloud and ProEst consulting engagement, and a weekly landscape takeoff production service covering 5-7 takeoffs per week. AI-powered takeoff automation via Makez.ai is on the active roadmap.
What changed - in numbers.
Manual re-entry eliminated per week across 3 flows
Budget vs actual labor updated (was: never)
Financial reconciliation time (was: hours)
Takeoffs produced weekly by XFactr.ai team
Source of truth for project profitability (was: 0)
From fragmented to connected.
| AREA | Before XFactr.ai | After XFactr.ai |
|---|---|---|
| Estimate handoff to field ops | Manual re-entry by hand - 2-3 hrs per estimate | Automatic on approval - zero re-entry |
| Budget vs actual labor visibility | Never visible - complete blind spot | Updated daily from Aspire time entries |
| Financial reconciliation (Build→QB) | 3-4 hours manually - error-prone, delayed | Minutes via journal templates |
| Project profitability view | Fragmented across 4 systems - no single truth | Unified view across all systems |
| Takeoff production capacity | Limited by internal estimating headcount | 5-7 takeoffs/week added via XFactr.ai |
| ProEst data quality | Inconsistent cost codes, no governance | Standardised assemblies, maintained by consultant |
Four systems. Zero connection. Hours lost every week.
Meadows Landscapes runs ProEst for estimating, Aspire for field operations, Autodesk Build for cost management, and QuickBooks for accounting. Each system works well on its own - but in isolation, they created a web of manual data re-entry, financial blind spots, and reconciliation headaches that no construction business can afford.
XFactr.ai was brought in not to replace these systems, but to connect them - and to provide the Autodesk Construction Cloud consulting, ProEst expertise, and estimating support that Meadows needed alongside the integrations.
See how we solved it →Estimators completed detailed takeoffs in ProEst - then manually typed the same data into Aspire for field operations. Duplicate effort. Error risk. Every approved estimate.
Crew time logged in Aspire never reached Autodesk Build Cost Management. Project managers couldn't see real labor costs against budget - a critical gap in any construction programme.
Project costs in Autodesk Build required manual reconciliation with QuickBooks - causing delays in financial reporting, with the finance team always working from outdated data.
Estimating, operations, and accounting each held different pieces of the profitability picture. No system showed the complete story - and no one trusted the numbers they could see.
Three integration flows. One connected operation.
XFactr.ai designed and delivered three bidirectional integration flows - eliminating the manual handoffs between Meadows' estimating, operations, cost management, and accounting systems.
ProEst & Autodesk Build expertise - embedded in Meadows' workflows.
Beyond the integrations, Meadows needed a dedicated Autodesk Construction Cloud consultant - someone who could configure ProEst, manage cost databases, support the preconstruction team, and drive adoption across estimating, operations, and finance.
XFactr.ai provides that embedded consulting capacity on a Time & Material basis - a senior ProEst and Autodesk Build specialist who operates as part of Meadows' team rather than as an external vendor.
Project estimates, budgets, and cost codes configuration
Setting up and maintaining the ProEst cost database, assemblies, and line items aligned to Meadows' landscape project types and cost structures.
Integrating estimates with budgets, contracts, change orders, payment applications
Managing the downstream flow from approved ProEst estimate through to Autodesk Build contracts and payment applications - maintaining data consistency throughout the project lifecycle.
Cost reporting and forecasting within ACC
Improving cost visibility and forecast accuracy within Autodesk Construction Cloud - giving Meadows' leadership a reliable picture of project financial health.
User training and documentation
First-line functional support and documentation for ProEst and Autodesk Build users - ensuring Meadows' teams can work effectively without depending on XFactr for every configuration change.
5–7 takeoffs per week. Small to large. Delivered.
The latest work stream in the Meadows partnership: XFactr.ai's team produces landscape takeoffs for commercial estimating on a weekly cadence - freeing Meadows' senior estimators to focus on bid strategy rather than quantity takeoff production.
Takeoffs range from small maintenance scope to large commercial landscape installs - each produced in ProEst using Meadows' established cost libraries, assemblies, and cost code structure. Accurate, consistent, and submission-ready.
Enquire about takeoff services →Detailed landscape quantity takeoffs from site plans, landscape drawings, and specifications - plant quantities, hard materials, soil volumes, edging lengths, and irrigation scope.
Takeoffs entered directly into ProEst using Meadows' cost database, assembly library, and cost code structure - producing submission-ready estimates formatted to Meadows' bidding standards.
From small residential commercial maintenance bids to large commercial landscape installation estimates - XFactr.ai handles the takeoff production volume, so Meadows' estimators can focus on pricing strategy, client relationships, and bid review.
The next step: AI-powered takeoff automation via Makez.ai.
Producing 5–7 takeoffs per week manually with expert estimators is valuable right now. But the roadmap XFactr.ai is building with Meadows goes further - deploying Makez.ai AI agents to automate the takeoff workflow itself.
Instead of an estimator reading a drawing and entering quantities into ProEst by hand, a Makez.ai construction takeoff agent will read the drawing, extract the landscape scope, compute quantities using AI-powered measurement, and populate ProEst - ready for human review and pricing.
This is what separates a technology partner from a staff augmentation vendor. XFactr.ai doesn't just do the work - we're building the AI that replaces the repetitive part of the work, so Meadows' estimating team focuses on the judgment that only experienced professionals bring.
Drawing ingestion agent
AI reads landscape construction drawings, identifies scope zones, and extracts dimensions automatically.
Quantity computation agent
AI computes plant quantities, hard material areas, soil volumes, and linear measurements from extracted scope data.
ProEst population agent
Quantities mapped to Meadows' ProEst cost library, cost codes, and assemblies - estimate populated for estimator review and final pricing.
"Working with XFactr.ai feels different from any tech engagement before. They understand our business, keep asking what's next, and genuinely care about team productivity. The integrations saved us hours, and handling our weekly takeoffs lets us bid more jobs without adding headcount."
Specialist AI and digital engineering firm (founded 2017, Bangalore/Atlanta) driving multi-year tech partnerships.
The engineering behind this transformation.
Every capability used in the Meadows Landscapes partnership is available to your enterprise. The same engineering standards, the same AI rigor, the same long-term commitment.
Questions about this partnership.
Landscape takeoff services involve measuring and quantifying materials, labor, and scope directly from landscape construction drawings and site plans. A complete landscape quantity takeoff typically covers plant quantities by species, hard materials (pavers, edging, gravel, mulch), soil and amendment volumes, linear items (fencing, curbing, drainage), and irrigation scope. XFactr.ai produces 5-7 finished takeoffs per week for Meadows Landscapes, entered directly into ProEst using the client's established cost library, assemblies, and cost codes - ready for final pricing and submission. Turnaround time ranges from same-day for small bids to 2-3 days for large commercial installs.
A ProEst consultant configures and maintains the ProEst estimating platform so it accurately reflects how the business estimates and prices work. For Meadows Landscapes, this means building and maintaining cost databases with current material and labor rates, creating assembly groups for common landscape work packages, structuring cost codes that align to Aspire and Autodesk Build, setting up estimate templates for different project types, and integrating ProEst with downstream systems. The consultant also trains the estimating team, provides day-to-day functional support, and optimises workflows as project volume grows.
Autodesk Construction Cloud (ACC) consulting supports companies implementing or optimising Autodesk's project management platform - including ProEst, Autodesk Build, BuildingConnected, and Cost Management. Landscape and construction contractors typically need ACC consulting when adopting the platform for the first time, connecting ACC to existing field operations tools, improving cost reporting accuracy, or training teams to use the system consistently. XFactr.ai provides an embedded ACC consultant for Meadows on a Time & Material basis, covering configuration, ongoing support, and workflow improvement across the entire Autodesk suite.
Construction estimating outsourcing saves three things: time, headcount, and bid capacity. For Meadows Landscapes, XFactr.ai adds 5-7 takeoffs per week without any increase in internal staffing. A typical commercial landscape takeoff takes an experienced estimator 3-6 hours to produce manually. Outsourcing that production to XFactr.ai frees roughly 15-35 hours per week of senior estimating time, which can instead go into reviewing bids, developing pricing strategy, and building client relationships. Additionally, outsourcing reduces the risk of estimating bottlenecks when bid volumes spike seasonally.
The ProEst to Aspire integration XFactr.ai built for Meadows works on a manual trigger when an estimate is approved. The integration reads the approved estimate from ProEst, maps each line item to the corresponding Aspire work ticket structure (job, work ticket name, quantity, budgeted hours, materials), and creates or updates the work ticket in Aspire automatically. Cost code mappings are maintained by XFactr.ai to ensure financial data stays consistent as both systems evolve. Duplicate prevention logic stops the same estimate from creating duplicate tickets if triggered more than once. The result: estimators work in ProEst, field teams see their work tickets in Aspire, and nobody re-types anything.
Aspire software consulting for landscape companies involves configuring and integrating the Aspire business management platform - which handles CRM, estimating, work ticket management, crew scheduling, time tracking, and job costing for commercial landscape contractors. For Meadows Landscapes, XFactr.ai's Aspire work focused on two integrations: the ProEst to Aspire flow (turning approved estimates into Aspire work tickets automatically) and the Aspire to Autodesk Build flow (pushing daily crew time entries into Autodesk's cost management system). Both integrations required deep knowledge of Aspire's data model and API capabilities.
AI construction takeoff uses computer vision and artificial intelligence to read construction drawings, identify scope elements, and compute quantities automatically - replacing the manual measurement process that estimators currently perform by hand. XFactr.ai is building a three-stage AI takeoff automation workflow for Meadows Landscapes using Makez.ai agents: Stage 1 reads and interprets landscape drawings; Stage 2 computes plant quantities, areas, volumes, and linear measurements; Stage 3 populates the quantities into ProEst using Meadows' own cost library. The result is a draft estimate ready for the estimating team to review, price, and submit - reducing takeoff production from hours to minutes per project. This automation doesn't replace estimating expertise; it removes the repetitive measurement work so expertise can focus where it matters most.
Working on a similar construction or landscape technology challenge?
Whether you need landscape takeoff services, Autodesk Construction Cloud consulting, ProEst implementation, or a connected integration architecture across your construction tech stack - XFactr.ai delivers the engineering, not just the advice.