The origin and each transformation remain visible.
CONTROLA ENGINE · 03/03
Source, transformation, key performance indicator (KPI), alert and decision remain linked. The example tracks customer acquisition cost (CAC), and the trail shows what was observed, calculated, projected or still unknown.
The origin is part of the reading and remains visible.
See the five steps Back to the Controla Engine ↖ COMPLETE LINEAGE rule v.09 · 09:12 ORIGIN Finance TRANSFORMATION variable costs KPI margin ALERT attention USE revise course Every number keeps a verifiable path back to its origin. 01 Indicators and metrics Period, formula and target together. 02 Alerts and deviations The alert separates fact from projection. 03 Sources and traceability Origin and transformation tracked.
FIVE STEPS
Each number keeps a verifiable path to its origin.
01 · SOURCE AND SUBJECT
Identify source and object read.
An order, campaign, charge or ticket enters with an identifier, timestamp and scope.
Transactional, operational, financial and sales are the four source types. The read value preserves the declared period and object that produced it. Subscriptions and payments use transactional sources; ledger entries use financial sources. 01 SOURCE ORIGIN ORIGIN RECORD OBJECT 01 · SOURCE AND OBJECT
02 · TRANSFORMATION
Register the applied transformation.
Filter, sum, division or attribution rule appears with its formula and version.
Net revenue is v.12: confirmed orders minus reversals, at 09:10. The New customers v.08 rule counts those who made their first purchase in the period. Preserving each handoff’s timestamp makes the calculation reproducible. 02 RAW VALUE RULE TRANSFORMS TRANSFORMED VALUE RETURN TO RAW 02 · TRANSFORMATION
03 · RELATIONSHIP TO KPI
Connect the results to KPI.
The metric preserves the terms used, reference period and freshness.
Media spending and new customers use the same window before becoming CAC. A ticket without a closure timestamp is excluded from the average and becomes a gap. The trail runs from campaign to alert and the subsequent decision. 03 VALIDATED SOURCE OPEN FORMULA LINKED KPI USE DECISION 03 · LINK TO KPI
04 · PERMISSION AND CONFLICT
Preserve permission, conflict and gap.
The trail respects the permission of the origin and keeps incompatible values separate.
Readers receive only the scope permitted by the context policy. Conflicting rates remain visible until someone determines which source applies. Each step carries the timestamp of the input supporting its calculation. 04 SOURCE PERMISSION WORKSPACE POLICY CONFLICT RESTRICTION EFFECTIVE ACCESS 04 · PERMISSION AND CONFLICT
05 · BACK TO CONTEXT
Return the result to context.
The accompanying event returns to the Conecta with the origin and transformation that explain the new base.
The conclusion of the Age tells what was done, when it ended and what effect appeared. The operational context of the business comes to include this result. The comparison of the next cycle starts from there, not from the old reading. 05 RESULTS VALIDATED EVENT REGISTERED CONTEXT NEW RETURN 05 · BACK TO CONTEXT
INFORMATION STATES
Observed, calculated, projected and unknown require distinct labels. Observed values are measured at the source. Calculated values derive from a formula, and projected values are estimates. Unknown values mark gaps caused by missing information. OBSERVED Came from the source
The value was read within the stated period.
source timestamp object CALCULATED Derived from a rule
The formula combines observed terms and maintains the version.
formula terms version PROJECTED Estimates a future point
The method and window appear next to the estimated value.
Estimate window uncertainty UNKNOWN Still missing evidence
The field remains open and does not receive a plausible value.
gap reason next reading
LINEAGE EXPLORER
Choose a number and follow the complete trail. The same area shows source, transformation, KPI, alert and related decision. revenue investment response margin SOURCE Orders TRANSFORMATION net sum KPI revenue ALERT margin DECISION review SELECTED TRAIL Orders → net sum → revenue → margin → review
The sum uses confirmed orders, subtracts reversals and preserves the rule version.
TRANSFORMATION LOG
Each step records its rule, version and time. The audit trail lets you repeat the calculation with the same inputs. Net revenue RULE confirmed amounts minus refunds VERSION v.12 TIME 09:10 New customers RULE first purchase in the period VERSION v.08 TIME 09:11 CAC RULE media ÷ new customers VERSION v.05 TIME 09:12 Margin RULE (revenue minus variable costs) ÷ revenue VERSION v.09 TIME 09:12
CATALOGUE OF SOURCES
Each source type enters with a defined role. The catalog describes sources relevant to monitoring without claiming availability in the visitor’s environment. Transactional orders, subscriptions and payments BUSINESS EVENTS Operational tasks, queues and support WORK EXECUTION Financial costs, fees and ledger entries MONETARY COMPOSITION Sales opportunities, stages and owners FUNNEL PROGRESS
WHAT THE TRACK PRESERVES
Data use preserves permission defined at the source. Traceability also includes access, freshness and discrepancies. PRESERVED ACCESS Permission
The consumer receives only what the policy of origin and context allows.
VISIBLE WINDOW Freshness
Each step shows the input time that sustained the calculation.
OPEN DISCREPANCY Conflict
Two incompatible sources remain separate until resolution.
REPRODUCIBLE RULE Version
The formula used is linked to the result it produced.
THE RESULT RETURNS TO CONTEXT
The Age record returns to Conecta and forms a new baseline. Completed delivery does not end the analysis. The result preserves its source, updates the context and supports the next comparison. AGE Records the action result.
The conclusion comes with what has been done, when it is finished and what effect can already be observed.
CONECTA Receives the event with its trail preserved.
Origin, transformation and result begin to compose the operational context of the business.
NEW BASE The next comparison starts from updated context.
The Controla uses this basis to compare the next observed with the expectation of the new cycle.
THE CYCLE CONTINUES
Controla uses the results traced in the next cycle.
Return to the engine overview to see how observed, expected, deviation, cause and correction form the cycle.
Back to Controla Engine