Typical operating constraints
- Market judgement depends on a few individuals
- Metric definitions vary by team
- Reports remain disconnected from action
YaoVector / Solution
Commercial & Business Intelligence
Turn fragmented market, customer, product and operating data into a shared fact base and decision cadence.
01 / Constraint
The constraint is an operating break, not a missing tool
Cost of leaving it unresolved
- Priority markets and accounts are missed
- Resources are spread too thin
- Management meetings explain the past
02 / Outcomes
Outcomes and fit
Designed for growth-stage businesses with a clear outcome, accountable owner and a workflow available for validation.
- 01Create a shared operating view
- 02Detect opportunities and risks earlier
- 03Make decisions traceable
03 / Review before commitment
Review real outputs before expanding commitment
These are method and deliverable descriptions, not unverified customer outcome claims. No sensitive data is needed for the first conversation.
Constraint and opportunity map
Separate verified facts from hypotheses, and clarify problems, owners and priorities.
Metric and evidence register
Baselines, formulas, sources, windows and evidence status are recorded.
Validation decision memo
Continue, adjust or stop thresholds prevent an open-ended pilot.
Start with one concrete constraintReply in 1–2 business days · Start with non-sensitive context
04 / Architecture
From shared facts to sustained operation
Operating entity and metric system
Establish shared facts and explicit accountability.
Business performance cockpit
Connect critical work into an observable operating flow.
Insight-to-decision loop
Improve operations through measures, exceptions and review.
05 / Modules
Included product modules
Operating entity and metric system
Align definitions, sources and owners for accounts, products, markets, opportunities and measures.
Business performance cockpit
Bring outcomes, leading signals, exceptions and owned actions into one management view.
Insight-to-decision loop
Move from signal to hypothesis, action, ownership and review rather than stopping at reporting.
06 / Six-loop delivery
Six-loop implementation
Each loop has explicit outputs, owners and criteria for moving forward.
- 01
Identify the constraint
Confirm the intended outcome, users, current flow and highest-value constraint.
- 02
Establish the baseline
Define measures, sources, current state and what remains unverified.
- 03
Design the target system
Specify architecture, workflow, accountability, controls and validation plan.
- 04
Validate in scope
Test usability, risk and real adoption inside a controlled business boundary.
- 05
Enter daily operation
Complete integrations, role enablement, exception handling and operating handover.
- 06
Measure and evolve
Review outcomes, flow efficiency and quality before expanding or adjusting.
07 / Measurement
Baseline first, value second
These are dimensions to baseline, not unverified promises of uplift.
Business outcomes
Measure the intended operating outcome against an agreed baseline without presupposing uplift.
Workflow efficiency
Measure end-to-end time, waits, rework, response and exception recovery.
Adoption and quality
Measure real use, first-pass acceptance, review burden, provenance and reliability.
08 / Evidence
Transparent evidence status
No unauthorised client case or outcome figure is published here. Evidence is shown only after disclosure, baseline, period, definition and source review.
Before committing
Questions and suitability boundaries
Use existing records to validate the problem, then agree participants and pilot scope. This is diagnostic guidance, not an outcome promise.
Plenty of data, but meetings still run on instinct
How can we check whether this is our problem?
Review a recent management meeting. For each item, identify the decision needed, the fact cited and who was asked to verify the next action.
Explore the full diagnostic and validation path ↗Who should participate, and what should we prepare?
The operating lead defines decision needs, metric owners validate definitions, and action owners report evidence.
- Redacted agendas, minutes and unresolved actions.
- Key reports, formulas, sources and refresh cycles.
- Metric owners and escalation authority.
Share only non-sensitive context at first contact. Detailed records require authorisation and redaction.
When should we not start implementation yet?
Clarify authority and responsibility first when governance is unresolved. Reports cannot automatically settle decision conflicts.
Add metrics only when shared facts support clear decisions and traceable actions. Do not expand charts without a decision use.
09 / Engagement
Start with focused validation
Designed for growth-stage businesses with a clear outcome, accountable owner and a workflow available for validation.
- Timing
- Timing is set after diagnosis and baseline confirmation
- Model
- Focused validation, expandable into forward-deployed co-creation