Your Microsoft Dynamics 365 environment already holds everything you need. Years of vendor behavior, transaction history, financial patterns, and operational signals — all sitting inside your ERP, processed every day, and largely unused for the decisions that matter most.
That is the ERP Intelligence Gap. Not a lack of data. A failure to activate it.
Finance teams running D365 know the feeling well. Month-end arrives, and the team is still manually reviewing invoice queues, chasing approvals, and correcting coding errors that crept in at capture. The ERP recorded every transaction. It just never told anyone what to do about them.
TruvioSense™ is built to close that gap — not with another layer of dashboards or insights, but with intelligence embedded directly into the processes where decisions are made.
Why Traditional Automation Is No Longer Enough
Most automation tools built for finance work by extracting fields and applying static rules. They read what they see. They apply what you configured. And when reality shifts — a vendor changes their invoice format, a new entity comes online, an exception falls outside the rule set — they stop working and humans step in.
This creates a brittle process. Rules require constant maintenance. Exceptions multiply. Manual effort concentrates at exactly the moments when finance teams have the least capacity: month-end, audit prep, close.
The underlying problem is not complexity. It is that traditional automation treats every invoice the same way, regardless of history, context, or risk. There is no learning. No adaptation. No judgment.
TruvioSense takes a different approach. Instead of extracting fields, it interprets data in context — comparing each invoice against vendor behavior, historical patterns, entity rules, and financial dimensions before any decision is made. The result is automation that gets more accurate over time, not less.
Confidence-Driven Automation: Finance Keeps Control
The question finance leaders ask most often about AI is not "can it work?" It is "what happens when it is wrong?"
TruvioSense answers that question by design. Every prediction carries a confidence score. Automation only applies when that score exceeds a configurable threshold — set per vendor, per category, per entity. Above the threshold, the system acts. Below it, the prediction surfaces as a recommendation and the approver decides.
This means finance teams control exactly where TruvioSense acts autonomously and where it supports. A team comfortable automating high-confidence, recurring vendor invoices can set thresholds at 90% or 99%. A team beginning their AI journey can start lower and observe. Every automated decision is explainable, auditable, and reversible.
This is not a concession to caution. It is how AI should work in financial processes — governed, transparent, and accountable to the people responsible for the numbers.
Three Use Cases Where TruvioSense Changes the Outcome
Invoice Coding and Approvals
At month-end, AP approvers face high volumes under time pressure. They cannot validate every line, so they sample, prioritize high-value invoices, and rely on judgment. The result is predictable: errors are missed, duplicates slip through, and anomalies surface after payment — when correcting them is costly and time-consuming.
TruvioSense Coding and Approvals ensures every invoice is validated, every time. It compares invoice data against historical patterns across vendors, entities, and categories, assigning confidence and risk scores that enable automated posting for invoices that meet defined thresholds, and flagging exceptions for human review. The approval interface also surfaces anomaly detection covering unusual frequency, near-duplicate invoice numbers, bank detail changes, and amounts outside historical trends — all before payment, not after.
For organizations already using Truvio AP Automation, Coding and Approvals is available now.
Expense Classification and VAT Compliance
Expense processing carries a hidden cost that rarely appears on any report. Employees submit receipts the way they see them. Finance needs data structured the way compliance requires. The gap between the two lands entirely on the finance team.
A single hotel receipt often needs to be split into accommodation, meals, and parking — each with different VAT treatments depending on country and category. Multiplied across a global team, this is hours of manual interpretation every month, applied to rules that employees were never equipped to follow consistently.
TruvioSense Smart Expenses transforms expense capture into business-ready data before it reaches finance. It automatically extracts structured data from receipts, applies category-level rules including country-specific VAT treatment, and delivers fully split, compliant expense data ready for posting. Configuration is done once. No ongoing rule maintenance is required.
For Business Central users managing expense workflows, Smart Expenses connects natively through TruvioExpense. Learn more about the Business Central Finance Suite.
Vendor-Specific Rules and Anomaly Detection
One of the compounding advantages of TruvioSense is that it learns. Over time, vendor-specific behavior is understood — typical invoice amounts, frequencies, dimensions, and patterns. When something deviates, TruvioSense flags it. When a correction is made, the system remembers it.
This means the longer TruvioSense operates on your data, the more accurate and automated it becomes — without manual reconfiguration. Each interaction builds toward a more reliable, lower-effort process. An organization running TruvioSense for 12 months will operate with materially better automation rates than one that delays.
Start Small. Scale with Confidence.
The most common reason finance teams delay AI adoption is not scepticism about the technology. It is the fear of disruption — of committing to full automation before the risk is understood.
TruvioSense is designed to remove that barrier. Confidence thresholds make automation incremental. Human-in-the-loop controls are built in by design, not added as an afterthought. Each solution learns from your existing ERP data rather than requiring complex upfront configuration.
This means you can begin with a single process — vendor invoices or expenses — observe results, tune thresholds, and expand only when you are ready. The pilot framework is structured: onboard five vendors, establish a measurable performance baseline, evaluate results over two months. No full commitment required.
The data to make TruvioSense work already exists in your Dynamics 365 environment. The gap is not readiness. It is activation.
Ready to close the ERP Intelligence Gap?
Explore TruvioSense or download the TruvioSense whitepaper — Close the ERP Intelligence Gap — for the full architecture, confidence threshold framework, and pilot approach.
Book a demo to see TruvioSense running live inside Microsoft Dynamics 365.
.svg "truvio_logo"){kind=small}
