Overview
See headline performance
Key KPIs, period movement, comparisons and a management-level read on where the business stands.
- Approved KPI set
- Period-on-period movement
- Management status view
HENIOCHOS product
From business performance to the evidence behind it.
HENIOCHOS brings dashboards, structured analysis, prioritized findings and an AI analyst into one governed management workspace — using the data and business rules your company already has.
Analyst workspace
Last 12 monthsRevenue
€ 4.82M
+6.4% vs prior
Gross Profit
€ 1.29M
+3.1% vs prior
Transactions
128,440
+2.2% vs prior
Average Value
€ 37.6
-1.8% vs prior
Revenue performance
Monthly · vs prior period Current period Prior period
Priority finding · Margin dilution in one segment
Revenue grew while gross margin fell 1.4 points. The change concentrates in a single product group and one channel. Suggested next look: discount depth and supplier cost changes.
Open drill-downAssign to review
AI Chat
Why did gross profit grow slower than revenue this quarter?
Revenue rose 6.4% while gross profit rose 3.1%. The gap comes mainly from a lower average value per transaction and a shift in mix toward lower-margin lines.
- Average value −1.8% vs prior period
- Mix shift concentrated in two product groups
- Volume growth offsets part of the margin loss
Based on approved data · 12-month window · figures traceable to source
Ask a business question…
Interface shown is illustrative. Metrics, dimensions and thresholds are configured around each business's own KPIs and rules.
One workspace
One workspace, four management jobs
The same governed data underneath, four ways management works with it.
Analysis
Move past the headline number
Trends, segments and dimensions with drill-downs, so a movement can be followed to the level where it happened.
- Segment and dimension views
- Structured drill-down path
- Comparable periods
Findings & alerts
Direct attention to what carries weight
Material movements, anomalies and priority items are surfaced and ranked against thresholds you set.
- Materiality thresholds
- Ranked priority items
- Pattern deviations
AI Analyst
Ask the business a question
Natural-language questions answered on approved data, returned with the figures and drill-down that support them.
- Grounded in approved data
- Evidence with each answer
- Follow-up questions
HENIOCHOS · Overview
Last 12 monthsRevenue
€ 4.82M
+6.4% vs prior
Gross Profit
€ 1.29M
+3.1% vs prior
Transactions
128,440
+2.2% vs prior
Average Value
€ 37.6
-1.8% vs prior
Performance trend
Current period Prior period
Executive briefing
- Growth continues, driven by volume rather than price.
- Margin is the item requiring management attention.
- Two segments account for most of the change.
Not just a dashboard
A dashboard shows the number. HENIOCHOS helps you work through it.
Reporting and BI tools remain valuable, and HENIOCHOS is complementary to them. The difference is where the work stops: a chart presents a result, while HENIOCHOS carries the movement through to the question management actually has to answer.
01
Signal
A KPI moves beyond the range you consider normal for the period.
02
Context
The movement is placed against comparable periods and related measures.
03
Drill-down
The change is followed into the segments and dimensions where it sits.
04
Evidence
The figures behind the reading are shown, with the path back to source.
05
Management question
The workspace frames what management should examine next.
06
Decision support
A concise basis for the decision the team has to make.
Governed analysis
Grounded in your business rules
Analysis follows the definitions your company already works with. Where rules are configured, they take precedence over anything the model would otherwise assume.
Your KPI definitions
Metrics calculated the way your business already defines and approves them.
Your reporting periods
The calendars, periods and comparisons your management reporting uses.
Your materiality thresholds
What counts as a material movement is set by you, not assumed by the system.
Your data structure
Analysis follows your organisational, product and location structure where configured.
Access-controlled views
People see the views and figures appropriate to their role.
HENIOCHOS · Business rules
Last 12 monthsRevenueNet of returns and credit notes
Reporting periodFiscal months · vs prior year
MaterialityFlag movements above 1.5 points
StructureChannel → Category → Location
AccessViews scoped per role
The AI does not define the truth. Approved business logic does.
Evidence before confidence
An answer is only useful if you can check it
Every management answer is presented with the figures it rests on, the period it covers and the drill-down that supports it — and it says plainly when something is an interpretation rather than a measured fact.
The management answer
Stated in business language, short enough to act on.
The underlying figures
The measures and period the answer is based on.
The supporting drill-down
The path from the headline number to where it changed.
Fact, inference or unknown
Where a reading is an interpretation, or the data is not there, it is labelled as such.
HENIOCHOS · AI Analyst
Last 12 monthsGross profit grew slower than revenue this quarter. What is behind it?
Management answer
Revenue rose faster than gross profit because average value per transaction fell while volume grew. The gap concentrates in two product groups.
Underlying figures · last 12 months
Revenue
€ 4.82M
+6.4% vs prior period
Gross profit
€ 1.29M
+3.1% vs prior period
Average value
€ 37.6
−1.8% vs prior period
Supporting drill-down
- Total revenue
- Channel
- Product group
- Transactions
Fact — figures traced to approved data.
Inference — mix shift as likely driver.
Unknown — supplier cost data not loaded.
Illustrative interface. Figures shown are examples, not customer data.
Configurable, not templated
Adapts to the business — not a fixed industry template
HENIOCHOS is configured around the measures and dimensions a business actually manages by. The examples below are illustrative only; the relevant set differs by company, and only the KPIs that matter to that business are used.
RevenueGross ProfitOrders / TransactionsCustomers / ClientsAverage ValueCostsProducts / ServicesLocationsSalespeopleChannelsCategories
Example business types
Retail & FMCG
Distribution
Pharmacies
Hospitality & Foodservice
Professional Services
Other data-driven businesses
Management experience
What each part of the management team gets
Owner / Managing Director
A concise view of how the business is performing and which items need attention first.
Commercial / Sales
Growth, mix and segment movement across clients, products or channels where the data supports it.
Finance / Operations
Margin, cost and volume movements examined against approved definitions and periods.
Advisor / Consultant
A consistent analytical base to run client reviews on, with the supporting figures visible.
Where it sits
Keep the systems that run the business. Add the layer that helps interpret it.
Data from the systems you already use is connected or uploaded into HENIOCHOS. Nothing in your operational stack is replaced.
Connect or upload
ERPPOSCRMAccountingSpreadsheetsOther data sources
Analysis layer
HENIOCHOS
Structures the data, applies your business rules and analyzes performance.
Management output
- Dashboards
- Findings & alerts
- AI analyst
- Decision support
Separated and access-controlled
Business data stays isolated, with views scoped by role.
Rules before answers
Approved business logic shapes the analysis before the AI responds.
Traceable claims
Material statements should be traceable back to the supporting data.
Management decides
HENIOCHOS provides analysis and decision support, never the decision.