How Agentic Decision Intelligence Is Closing the Gap Between Your Data and Your Decisions
Construction is one of the most data-intensive industries on the planet — and one of the most underserved by technology. Project managers are drowning in spreadsheets.Finance leaders spend valuable time chasing WIP reports that become outdated almost as soon as they arrive. Procurement teams scramble to address material shortages that their data could have predicted weeks earlier.
If your organization runs on Sage, you already have a strong operational foundation. But as your portfolio grows, the volume of decisions — across projects, vendors, schedules, and cash flow — starts to outpace what any team can manually track and act on. ConverSight was built specifically to eliminate that gap.
Construction Has a Decision Gap, Not a Data Gap
It’s tempting to frame the challenge as a data problem. More dashboards. Better reports. Faster access to numbers. But most construction firms that have invested in BI tools and reporting layers already know the uncomfortable truth: the data was never really the issue.
The real issue isn’t access to information—it’s the delay between when information becomes available and when teams act on it. In construction, those delays can stretch from days to weeks, driving up costs across every part of the business.
WIP Reports That Are Stale Before They’re Read
Sage holds your WIP data. But by the time your finance team compiles it into a report, reconciles it across projects, and distributes it to leadership, the projects it describes have already moved. Change orders have been approved. Costs have drifted. The window to course-correct on a trend that was still manageable three days ago has quietly closed.
Cost Overruns That Announce Themselves Too Late
Project managers working in Sage can see actuals. What they can’t see — without significant manual effort — is a real-time picture of cost-to-complete versus budget, updated as invoices post and change orders stack up. By the time an overrun is visible in a report, the corrective action required is usually far more expensive than it would have been two weeks earlier.
Procurement Decisions Driven by History, Not Project Reality
Most construction firms still base material planning on historical ordering patterns. But your Sage project schedules already contain the forward-looking demand signal that should be driving procurement. The problem isn’t that the information doesn’t exist — it’s that no system is reading it continuously and translating it into material requirements before long-lead timelines become emergencies.
Vendor Risk Discovered After the Damage Is Done
Supplier reliability issues and material cost spikes almost always show up in Sage data before they show up in a budget variance report. The intelligence is there. But without a system that monitors it proactively and surfaces the signal at the right moment, procurement teams are perpetually in reaction mode — managing consequences instead of preventing them.
What Agentic AI Adds to Sage — Without Touching What Works
This is where the conversation about AI in construction usually goes wrong. Too many vendors position AI as a reason to rethink your ERP — to migrate, replace, or rebuild. That’s the wrong frame entirely, and it’s one of the reasons AI adoption in construction has been slower than it should be.
ConverSight takes the opposite approach. It connects directly to your existing Sage environment — reading the data your teams already generate, in the systems they already use — and adds AI. No rip-and-replace, no migration and no disruption to the workflows your teams have built around Sage.
Sage continues to do exactly what it does best: record transactions, maintain the system of record, and give your teams the operational backbone they rely on every day. ConverSight continuously monitors your Sage data, interprets it in context, identifies what matters before it becomes a problem, and takes action within guardrails defined by your team.
At the center is Athena — ConverSight’s Supply Chain AI Agent. Athena doesn’t wait to be asked. It monitors your Sage data around the clock, detects anomalies the moment they emerge, recommends the next best action, and — when you’re ready — executes decisions autonomously within guardrails you control. This is what it means to go from Data to Decision to Done.
From Sage Data to Proactive Intelligence: How It Works
The path from your existing Sage environment to proactive, AI operations is shorter than most construction firms expect. ConverSight is live in days, not months — and it starts delivering value from the moment it connects to your data.
Connect: No New Infrastructure Required
ConverSight integrates directly with Sage — consolidating project, financial, procurement, and operational data into a unified analytics foundation. Your Sage environment stays exactly as it is. Your teams keep working the way they work. ConverSight reads what Sage already knows and gets to work.
Activate: Construction Intelligence, Pre-Built and Ready
Pre-configured storyboards built specifically for construction go live immediately — no dashboard-building from scratch, no custom development, no months-long implementation. Industry KPIs, WIP storyboards, margin trend analysis, and construction-specific data models are ready on day one.
Act: From Insight to Decision Without the Lag
Athena surfaces anomalies, generates plain-language narratives your team can act on, and delivers proactive recommendations before problems escalate. Your team moves from assembling data to acting on it — without changing a single thing about how they use Sage.
What ConverSight Solves for Construction Teams
Executive & Portfolio Visibility
A unified view across all active projects — financials, margins, risk, and WIP — so leadership can spot problems and opportunities before the next status meeting.
- Pre-built financial storyboards across all projects
- Portfolio-level margin, cost, and risk indicators
- WIP summaries for project health
- Forward-looking cash flow analysis
Project Financial Control
Role-based views that give project managers and finance leaders the exact data they need to prevent overruns and stay on top of budget vs. actuals in real time.
- Cost-to-complete forecasting vs. budget
- Change order visibility (approved vs. pending)
- Job cost tracking by labor, materials, subs, equipment
- Early overrun detection and alerting
Vendor & Cost Management
Stay ahead of material cost volatility and subcontractor risk with AI-powered vendor intelligence — before issues hit the project P&L.
- Vendor performance scorecards
- Compliance tracking for insurance and certifications
- Material cost trend analysis and early volatility alerts
- Subcontractor coordination visibility
Reporting That Runs Itself
Athena generates weekly financial digests, supply risk summaries, and project health storyboards on schedule, delivers them to the right stakeholders, and highlights what has changed. Your team spends less time assembling data and more time taking action.
The Forecasting Problem Construction Has Always Had — and the AI Agents Built to Solve It
Forecasting in construction isn’t like forecasting demand for a product on a shelf. You’re forecasting material needs across dozens of simultaneous projects, each with its own schedule and dependency chain — and every schedule shifts constantly. Over-order and you tie up capital. Under-order and a missing long-lead item halts a job and forces expensive emergency procurement.
ConverSight addresses this with three specialized AI agents for your Sage data.
The Demand Planner Agent reads project schedules directly from Sage and translates them into forward-looking material requirements — automatically, by project, around the clock. Long-lead items are flagged weeks before the critical path. Forecasts update automatically when schedules change in Sage. Procurement decisions are driven by project reality, not last cycle’s order history.
The Supply Planner Agent continuously reconciles materials on order, in transit, and in inventory against each project’s planned consumption and flags mismatches before they turn into shortages. It identifies surplus inventory across projects, recommends redeployment opportunities, and helps teams avoid costly emergency purchases. The agent also ranks supply risks by project impact, enabling your team to prioritize and address the most critical issues first.
The Supply Assurance Agent bridges the gap between what was planned and what actually arrives. It tracks every open PO against the project schedule it feeds, calculates the impact of any delay, and escalates proactively when a vendor commitment is at risk. When you’re ready, it can go further — contacting approved vendors directly, confirming or accelerating delivery, and updating Sage with commitments, all within guardrails you define.
Together, the three agents form a connected loop: the Demand Planner sets the forward view, the Supply Planner aligns supply to it, and the Supply Assurance Agent makes sure execution holds. Every outcome feeds the next forecast — detect → recommend → act → learn — making each cycle more accurate than the last.
Start Where You Are. Grow as You’re Ready.
ConverSight isn’t an all-or-nothing commitment. Athena operates across four levels — ask a question and get an instant answer, automate recurring reports, co-pilot active planning sessions, or delegate execution to a fully autonomous agent. Most construction organizations start with Levels 1 and 2, see immediate value, and expand from there.
Every level runs on the same Sage integration. No custom ETL. No disruption to existing workflows. Autonomy is always delegated, never assumed. Every action is logged, auditable, and reversible.
The Numbers That Matter
- 50% reduction in reporting time
- 40% improvement in forecast accuracy
- 30% faster decision cycles
- 25% reduction in material shortages and stockouts
