Construction companies don’t have a data problem. They have a decision problem.

Your ERP captures everything — job costs, purchase orders, WIP schedules, vendor commitments, payroll. The data is there. But for most mid-market construction teams, turning that data into a decision still takes days. A report request to IT. An Excel export. A manual WIP calculation. A spreadsheet passed around at month-end by which time the numbers are already out of date and the window to act has closed.

This is the real gap in construction operations today. Not a lack of data. A lack of execution speed between what the ERP knows and what the business does about it.

The Five Gaps your ERP Alone Cannot Fix

Your ERP is excellent at what it was built for — capturing transactions, managing job costs, and generating financial records. But construction leadership teams increasingly face challenges that live above the ERP layer, in the space between data and decision:

Delayed insights: Reporting cycles are too slow for early issue detection. By the time a project manager sees a cost overrun in a report, the window to intervene has already passed.

Disconnected systems: Project, financial, and operational data lives in separate modules — and often separate tools. There is no unified view across the business.

Cost overruns: Without real-time tracking, small budget variances compound. What could have been a $50K correction becomes a $500K write-off.

Change order blind spots: Lack of visibility into approved vs. pending changes causes control gaps, disputes, and revenue leakage — especially across a large project portfolio.

No portfolio view: Leadership cannot see margin trends, WIP status, or risk signals across all active projects simultaneously. Decisions get made project by project, not portfolio-wide.

What Agentic AI Actually Means for a Construction Team

“Agentic AI” gets used a lot. In construction, it means something specific:

Athena, ConverSight’s Supply Chain AI Agent, doesn’t just surface information. She recommends what to do about it — and, within defined guardrails, executes. She monitors your ERP data continuously, detects risks before they escalate, and closes the loop between insight and action without requiring a report request, a BI developer, or a spreadsheet.

In construction terms, that looks like this:

• A project’s cost-to-complete forecast drifts above budget on a Wednesday morning. Athena flags it, surfaces the contributing cost codes, and recommends whether to issue a change order or adjust the remaining resource plan — before the PM’s weekly review even runs.
• A subcontractor’s insurance certificate is 12 days from expiry. Athena alerts procurement with enough lead time to resolve it before it creates a compliance gap on site.
• Material costs for steel framing show a 14% week-over-week increase across three active projects. Athena surfaces the revenue-at-risk figure and recommends which purchase orders to accelerate before pricing locks in.
• A finance leader asks: “What’s our WIP position across all active projects this week?” Athena answers in plain language, in seconds — no export, no spreadsheet, no waiting.

Most customers see ROI within the first quarter through reporting time savings alone — before any project risk reduction is counted.

What ConverSight Delivers for Construction Teams

ConverSight connects directly to your existing ERP — with pre-built construction storyboards that are live in weeks, not months. No custom development. No dedicated BI team. 

For executives and owners: A portfolio-level dashboard that shows gross margin %, WIP status, over/under billing position, and cash flow across every active project — simultaneously. Leadership acts on current data, not last month’s numbers.

For finance leaders: Accurate WIP schedules, margin tracking, and forward-looking cash flow — without the month-end export ritual. Athena surfaces financial risks as they emerge, not after the close.

For project managers: Cost-to-complete forecasting vs. original budget. Full change order pipeline visibility — approved vs. pending — with the financial impact of each. Catch margin erosion at the item level before it compounds into a project loss.

For procurement: Vendor performance scorecards, compliance tracking (insurance, licenses, certifications), and material cost trend AI that flags price volatility before it triggers an unplanned change order.

From Data to Agentic AI — in Five Weeks

One of the reasons mid-market construction teams haven’t had access to this kind of intelligence is the implementation barrier. Enterprise analytics platforms require months of configuration, a dedicated BI team, and significant IT involvement. ConverSight QuickStart AI removes that barrier entirely.

• Week 1: Connect your ERP. ConverSight’s pre-built connectors handle the integration — no custom development, no changes to your existing system configuration.
• Week 2: Deploy pre-configured construction storyboards. Your executive portfolio view, WIP dashboard, project financial control, and vendor scorecards are live immediately.
• Week 3: Enable role-based access. Executives, finance leaders, project managers, and procurement each see the view that’s relevant to them — pre-configured, not built from scratch.
• Week 4: Athena goes live. She begins surfacing risks, tracking performance, answering questions in plain language, and recommending actions — all grounded in your live ERP data.

Start Where You Are. Grow Without Replacing Anything.

Most construction teams buying AI today are buying a point solution for right now — and will face a rip-and-replace decision within 18 months. ConverSight is built differently.

The platform is designed for the full AI maturity ladder — from AI assistant to autonomous agents, in a single platform, with no migration required as your team’s confidence and capability grows:

• Start as an AI Assistant: Ask Athena questions, get plain-language answers grounded in your ERP data
• Move to AI Auto-Pilot: schedule workflows that run 24/7, monitoring data, routing alerts, distributing reports automatically
• Advance to AI Co-Pilot: Athena works alongside your team during planning, refining forecasts and recommending adjustments in real time
• Scale to Autonomous AI: End-to-end workflows executed autonomously within your defined guardrails, from risk detection to stakeholder notification

Competitors force you to pick one rung of this ladder. ConverSight is the whole ladder. Same platform. Same data. Same governance. No rip-and-replace, no second vendor selection, no second migration.

ConverSight + Practical Software Solutions — Agentic AI for Construction

Practical Software Solutions is a leading ERP business partner headquartered in Concord, North Carolina, specialising in implementation and support across construction, manufacturing, horticulture and agriculture, food and beverage, nonprofits, and spirits and distilling. PSS brings deep expertise in the systems their customers already run — and now brings ConverSight’s agentic AI directly into those environments.

The partnership with ConverSight extends purpose-built agentic AI to mid-market Sage customers who have historically lacked access to enterprise-grade analytics infrastructure — without the enterprise implementation burden.

“Our customers chose Sage because it scales with how they actually run their businesses — and they’re increasingly asking us how to put AI with it. ConverSight is the answer. With Athena working inside the Sage workflows our customers already trust, they move from raw ERP data to autonomous decision support faster than any traditional analytics path we’ve seen.” — Dylan Fulk, VP of Sales, Practical Software Solutions

“Paired with Practical Software Solutions’ deep Sage implementation expertise, their customers can move from static reporting to agentic, decision-ready AI in weeks rather than months — no rip-and-replace, no dedicated data science team required.” — Jordan Horward, SVP Sales, ConverSight

Through the partnership, PSS customers now have access to AI agents for: inventory management, demand forecasting, supply planning, supply chain intelligence, sales analytics, finance analytics, and project and construction management — all connected to their existing ERP data, live in weeks. Read the full press release →

The Construction Industry’s Decision Problem Has a Solution

Construction is not short of data. It is short of speed — the speed at which that data becomes a decision, and the speed at which that decision becomes an action. The companies that close that gap are the ones that finish projects on margin, retain clients, and scale with confidence.

ConverSight, delivered through Practical Software Solutions’ deep implementation expertise, closes that gap — in five weeks, without replacing your ERP, and without a dedicated data science team. Supply Chain, BI, and AI in one platform. Built since 2017, before the buzzwords. Trusted by 1,500+ organizations across manufacturing, distribution, and retail.

From data to decision to done.

Ready to see what Athena can do for your Sage construction data? Request a demo →