Most AI projects fail because the problem wasn't defined first.
Purpose-built AI agents, EDI Intelligence assessments, and ERP tooling — for operations teams who need results, not experiments.
Problem First. Technology Second.
Every engagement starts with diagnosis — not a demo. We identify the exact operational challenge, quantify its cost and ROI, then deploy the right agent or service to fix it.
Diagnose
We listen before we build. We map the specific operational challenge, not a category of problems. No AI is discussed until we know what's broken.
Quantify
We put a dollar figure on the problem. If we can't measure it, we're not ready to solve it. Clarity comes before automation.
Deploy
We match the right agent or service to the specific challenge. Purpose-built, not generalized. Deployed in weeks, not quarters.
Measure
We define success metrics before we start. Every engagement is tied to a number. You know exactly what changed — and what it's worth.
Operational teams are leaving millions on the table.
of today's workflows are ready for automation — but are still being done by hand.
lost annually to manual exception handling and process inefficiency.
of processes are currently automated. The gap is enormous.
"Most AI initiatives fail not because the technology is wrong — but because the problem was never clearly defined."
Multiple business lines. One mission.
AI Agents & Automation
Purpose-built agents for specific operational challenges. Not general-purpose tools. Each agent targets a single, clearly defined failure mode.
- AP Anomaly & Fraud Detection
- Predictive Demand Signal Engine
- Job Cost Variance Agent
- Smart Purchasing Advisor
- Executive AI Cockpit
- Scriptd
- JDE Knowledge Export
EDI Intelligence & Assessment
Structured 3-week assessments diagnosing root causes of EDI failures, trading partner gaps, and ERP misconfiguration — with a prioritized roadmap.
- ~56 hours of consultant analysis
- Trading partner gap identification
- ERP misconfiguration review
- Prioritized fix roadmap + future-state design
- Assessment fees credited toward Managed Services
ERP Implementation Tools
Self-contained scoping and SOW tools for ERP consultants and VARs. Start with the Acumatica Implementation Estimator — generate proposals in minutes, not days.
- Acumatica Implementation Estimator
- Auto-generate SOW & project Gantt
- Module-level complexity configuration
- Runs in any browser — no server needed
- Built for VARs and implementation partners
Purpose-built for specific operational challenges.
AP Anomaly & Fraud Detection
Duplicate invoices, vendor fraud, billing irregularities slipping past your AP team.
Catches exceptions in milliseconds — before month-end close.
Predictive Demand Signal Engine
Reactive inventory decisions based on last month's data instead of forward-looking signals.
Forward-looking procurement guidance that reduces overstock and stockouts.
Job Cost Variance Agent
Cost overruns in construction or manufacturing discovered too late to act.
Real-time variance detection so project managers can course-correct — not explain.
Smart Purchasing Advisor
Reactive buying, price creep, missed discounts, and expedited freight eating margins.
Eliminates reactive purchasing decisions before they hit your P&L.
Executive AI Cockpit
Leadership flying blind — fragmented data, delayed reports, no single operational view.
An operational command center built for executive decision-making.
Find every EDI failure before it costs you more.
Our structured, consultant-led EDI Intelligence Assessment diagnoses the root cause of EDI failures, trading partner complexity, and ERP misconfiguration — then delivers a prioritized roadmap with costs and timelines.
Start Your Assessment →The automation gap is enormous — and growing.
Enterprise Automation Market (TAM)
Annual Compound Growth Rate
Digital Transformation
Enterprises are under pressure to automate — but most attempts fail without a clear problem statement first.
Labor Scarcity
Finding and retaining operational talent is harder than ever. Automation multiplies existing team output.
Only 15% Automated
Only 15% of operational processes are currently automated. The upside is enormous.
Built by operators. Designed for outcomes.
Problem First — Always.
We are the only AI company that requires you to define the problem before we discuss technology. No demo until we know what's broken. No proposal until we can quantify the cost and ROI.
Consultants, Not Just Technologists.
We have configured EDI systems, architected solutions, and built AI from the ground up. Our AI is built by people who know what the data means — not just how to model it.
Purpose-Built Agents.
Not a platform. Not a general-purpose tool. Each agent targets a single, clearly defined operational challenge. That focus is the reason they work where generic automation fails.
Outcomes You Can Measure.
Every engagement is tied to a number. If we can't tell you how success is measured before we start, we're not ready to start. Speed to value is weeks — not quarters.
What clarity before automation looks like.
Average deployment time
Processing time reduction
3-year ROI
Exception reduction
AP team eliminated manual review of 85% of invoices.
The AP Anomaly Agent flagged duplicate invoices and billing irregularities before month-end close — catching errors the team had been missing for years.
Job cost overruns detected 3 weeks earlier.
The Job Cost Variance Agent surfaced cost deviations in real time, giving project managers the window they needed to act — not explain.
EDI chargebacks reduced 70% in first 60 days.
A 3-week EDI Intelligence Assessment identified misconfigured trading partner setups causing recurring document rejects. The future-state roadmap was executed in 6 weeks.