AI sales reportingby rep and by territory, every morning or whenever you ask
Ask on WhatsApp how the month is tracking, who tops the leaderboard or how far you are from quota, and Metrix answers with the number from your ERP or your CRM, with its source and its period. The daily sales report shows up on its own, every morning.
How do you build a sales report with AI?
You build a sales report with AI by connecting an agent to the systems where your sales data lives (the ERP, the CRM or the data warehouse) and to a semantic layer where every metric has a single definition. The manager asks in plain language and the agent queries with that manager's permissions: it answers with the number, its source and its period. Recurring reports arrive on their own, at the scheduled time.
Metrix is that agent. It answers on WhatsApp, Slack, Microsoft Teams or the web, sends scheduled reports, like the sales report every morning on WhatsApp, and alerts you when a metric moves out of range. It only reads your systems: it does not copy your data into a database of its own and it does not write to them. Sales reporting is one of the functions of the AI agents for business that Vantegrate covers.
A sales manager's questions, translated into metrics
A manager does not ask for the sum of an amount column. They ask how the month is going. The job of an AI sales report is to translate that question into a metric with a clear definition, run it against the right source and answer with the criteria your company agreed on. Here are some examples of that translation:
| Manager's question | Metric | Source | Who defines it |
|---|---|---|---|
| How is the month going in the South territory? | Net sales month to date, filtered by the territory hierarchy | ERP (invoicing) | Finance |
| This week's rep leaderboard | Net sales by rep, highest to lowest | ERP or CRM | Sales leadership |
| Customers who haven't bought in 60 days | Active customers with no orders in the period | ERP (orders) | Sales, which defines what an active customer is |
| Average order value by channel | Net sales ÷ number of orders, by channel | ERP | Sales and finance |
| How are we doing against quota? | Cumulative net sales ÷ quota for the period | ERP and CRM (quotas) | Sales leadership |
| Win rate for the quarter | Won opportunities ÷ closed opportunities (win rate) | CRM | Sales leadership |
| Is the pipeline enough to hit quota? | Open pipeline ÷ remaining quota (pipeline coverage) | CRM | Sales leadership |
Examples. Your company's exact definitions are agreed with your team in the first few weeks and written down in the semantic layer.
The daily sales report by rep and by territory
The daily sales report answers a single question: how we are tracking against plan. Metrix sends it on a schedule, for example every morning on WhatsApp, to each manager within the scope of their permissions: the South territory manager sees their territory and the VP of sales sees all of them. And anyone can ask for the same detail at any time, with a question.
These are the columns it usually includes and why each one is there:
| Column | What it shows | Why it's there |
|---|---|---|
| Yesterday's sales | Net sales for the previous day, by rep and by territory | It's the first thing a manager asks when they get in |
| Month to date | Net sales for the month so far | Shows whether the month is on track |
| Progress to quota | Month to date ÷ monthly quota, as a percentage | Tells you who needs help before the close |
| Average order value | Net sales ÷ orders | Separates selling more orders from selling bigger orders |
| Buying customers | Distinct customers who bought this month | Measures how much of the book of business is active |
| Comparison | Change against the same prior period | Puts the number in context |
| Alerts | Metrics that moved out of the agreed range | Flags what can't wait for the meeting |
To calculate it by hand: the average order value, inventory turnover and sell-through calculators work it out with your numbers, without connecting any system.
Where the numbers come from: your systems and a semantic layer
Metrix does not copy your data into a database of its own: it queries the sources where your sales live, each one with a read-only user. That includes your ERP (Tango Gestión, SAP or another), the CRM (Salesforce) and the data warehouse, if you have one. If your team already works in Power BI, Metrix reads the same model and works alongside the dashboards.
Between the question and the source sits the semantic layer: the place where each metric is defined once, with its formula, its period, its exclusions and a named owner. It also holds the hierarchies (which reps make up a territory, which products make up a family) and the synonyms people actually use when they ask.
If the systems don't match: it is almost never a technical error. One system counts the sale when the order is placed and the other when it is invoiced; one subtracts credit notes and the other doesn't. Metrix does not pick one on its own: the definition is agreed once and every answer comes from there.
Alerts when a sales metric moves out of range
Besides answering questions and sending the scheduled report, Metrix alerts you on its own when a metric crosses the threshold you set. The alert goes to the owner, with the number and the filter, before the problem shows up in the month-end close. A few examples:
- A territory whose month to date falls below the expected progress for that date.
- A large account that orders every week and has gone longer than usual without ordering.
- A rep whose average discount goes over the limit in the pricing policy.
- Pipeline coverage that drops below what you need to hit the quarter's quota.
What Metrix doesn't do
Metrix works best on the specific, frequent question, the kind that usually means interrupting an analyst. There are things it doesn't do, and it's worth knowing them before you start, because data quality comes first:
- It doesn't clean data: if your customer master data has duplicates or every team keeps its own spreadsheet, fixing the data comes first.
- It isn't a data warehouse: it isn't an ETL tool either, so it doesn't transform, consolidate or orchestrate processes.
- It doesn't write: it only reads your systems, with read-only users.
- It doesn't forecast: it answers about what happened and what is happening; it doesn't project sales.
- It doesn't replace dashboards: to explore a long hypothesis across many dimensions, a dashboard is still the better tool.
The path of a question, from WhatsApp to the number
What happens between the moment a manager types "how is the month going in the South territory" and gets the number. It takes seconds because the heavy lifting was already done in the semantic layer.
Identity
Metrix recognizes who is asking and works out their scope: which territories, reps and customers they can see.
Interpretation
It translates the question into the semantic layer: "the month" is the period finance defined and "South territory" is a real territory hierarchy.
Read-only query
It generates the query already scoped by permissions and runs it against the source or its read replica.
Answer with its source
It returns the number with the period, the filter applied and the source, in the shape the data calls for: a single figure, a ranking or a series.
Audit log
It records who asked, when, which query ran and how many rows it returned.
The channel of the question
The answer goes back where the question came from: WhatsApp, Slack, Microsoft Teams or the web.
Why the sales report is always late
Two public data points on how reps spend their time and how BI tools are used. They are not Metrix results: every implementation is measured against your team's own baseline.
60%
Of a rep's workweek goes to tasks that aren't selling, like entering data
25% to 35%
Of employees use their company's BI tools, depending on the study you look at
Salesforce surveyed 4,050 sales professionals in 22 countries, the United States, Mexico and Brazil among them, for the 7th edition of State of Sales. TechTarget summarizes Gartner (35%) and BARC and Eckerson Group (25%).
Metrix, the AI agent for your data
Sales reporting is one of the things Metrix handles. The same agent answers questions from operations, finance and leadership, with a single definition of each metric for the whole company.
Metrix
Conversational business intelligence
Metrix is Vantegrate's AI agent for conversational business intelligence: it answers in plain language with data from your own systems, with per-user permissions and an audit trail for every query, on WhatsApp, Slack, Microsoft Teams or the web.
Explore MetrixSecure AI agents
Metrix runs 100% on Salesforce and Oracle Cloud infrastructure, certified SOC 2 Type II and ISO 27001. Vantegrate enables, the customer operates and certifies.
See the security modelOracle PartnerRuns on Oracle Cloud (OCI)
For workloads that need their own infrastructure, Metrix runs on OCI with defined data residency and Oracle's generative AI services.
Vantegrate and OracleFrequently asked questions about AI sales reporting
What a sales manager asks before they stop waiting on the analyst's report.
Does Metrix replace Power BI?
Does Metrix replace Power BI?
No. If your team already works in Power BI or another dashboard tool, Metrix reads the same model and works alongside it. The dashboard is still better for exploring a long hypothesis; Metrix handles the specific, frequent question and sends the scheduled report to the people who never open the dashboard.
Does each rep only see their own numbers?
Does each rep only see their own numbers?
Yes. Permissions are applied before the query runs, not by filtering the answer afterward: a rep who asks about their sales gets their own, and a territory manager gets their territory's. Sensitive columns, like margin by account, are masked by role, and every question is logged with the user, the time and the query.
What if the ERP and the CRM give different numbers?
What if the ERP and the CRM give different numbers?
It always happens, and it is almost never a technical problem: the criteria differ. In the first few weeks you agree on one definition per metric and an owner for each definition, and that is written down in the semantic layer. Every answer comes from there, and if finance changes the criteria, it changes in one place.
Can Metrix make up a number?
Can Metrix make up a number?
It doesn't generate the number: it reads it. Every answer comes from a query run against your systems, and what the database returns is what you see. The real risk is misreading the question; that is why, when a question is ambiguous, Metrix asks for clarification instead of guessing, and it shows the source, the period and the filter it applied.
Can I get the sales report every day without asking for it?
Can I get the sales report every day without asking for it?
Yes. Metrix sends scheduled reports: for example, the sales report every morning on WhatsApp, to each manager within the scope of their permissions. What it includes and what time it arrives is set with your team, and outside that schedule anyone can ask for the same detail with a question.
How much does Metrix cost?
How much does Metrix cost?
Metrix is priced in two parts: an initial implementation, quoted based on how many sources need to be connected and how many metrics are modeled, and a monthly subscription with AI credits that scale up if your query volume grows. There is no lock-in, and you pay for WhatsApp messages directly to Meta. For your case, request a quote.
See your sales numbers in a single question
Tell us where your sales data comes from and which reports you build by hand. We'll show you how Metrix would answer with your metrics, on WhatsApp. If you'd rather start with the price, request a quote.
Francisco Morales, co-founder, takes your call. We reply on WhatsApp within 4 business hours, no strings attached.