HOW TO READ THIS CASE

A practical reference for discussing a real situation.

The scenario is synthetic, but the working logic is the same: context, people, agents, action and evidence. Numbers and timing explain the practice; they are not client results.

EDAVEN guides Arcogi’s applied practice.Arcogi BoK brings together the criteria and practices guiding the work.Arcogi OS organises the operational components required by the agreed scope.Every initiative defines how work happens, when it is reviewed and how exceptions are handled.

ARCOGI AND THE PORTFOLIO

Arcogi can enter where your operation needs to move forward.

Some companies need to organise an opportunity. Others already have a case to execute or an operation that needs continuity. That is why our offers start at different points and connect when evidence supports the next move.VÉRTICE is useful when an organisation needs clarity before moving forward. When the case is already defined, another offer may be the better place to begin.

VÉRTICE Executive

Organises a priority opportunity or decision before — or at the start of — a material investment.

Decision Sprint

Turns a qualified case into action, evidence and a scale recommendation.

MDC / Expanded CoE

Co-manages or operates a persistent sociotechnical cell, from context to value capture.

Arcogi Academy

Builds the capability to operate, review and expand the practice.

OPERATIONAL CONTRACT FOR THIS CONTENT

A care decision balancing access, resolution and cost.

This content describes an applicable capability. In an engagement, scope, interfaces and acceptance criteria are agreed with the client.

01 · Contractable capability

Make the selected business case operable through agreed context, explicit accountability, controlled action and reviewable evidence.

02 · Verifiable delivery

One bounded case, with named owner, approved context, observable action and recorded review.

Works when

Teams use approved sources and agreed criteria before acting.

Boundary

Applies only to the selected case and its agreed interfaces; it does not replace the client’s wider operating model.

Does not

Does not take material decisions, alter commitments or claim realised value without human authority and evidence.

Exception

Missing context, conflicting criteria or a material risk are recorded and escalated to the agreed owner.

Safe stop

The activity is paused or degraded to human review when context, authority or evidence is insufficient.

Recovery

Work resumes only after correction, requalification and a recorded decision.

How it is structured

  1. frame the case, consequence and accountable owner
  2. establish context, interfaces, limits and dependencies
  3. demonstrate the slice, review it and prepare handoff

How it is verified

  • scope, owner and advancement criteria are explicit
  • expected and boundary behaviour can be demonstrated
  • the client can accept, revise, pause or continue

Evidence that remains

  • approved context and assumptions
  • tests, decision record and traceable review
  • version and learning record for the next cycle

Authority and accountability

Transition and continuity

  1. Arcogi designs, applies the practice and produces the agreed evidence.
  2. The client retains authority for material decisions, acceptance, access and continuity.
  3. Agents perform only authorised tasks, record and escalate.

The client can operate the delivered capability internally or choose a subsequent initiative without repeating the essential work.

Synthetic simulation · Private health insurance

Access, resolution and healthcare cost.

How a health plan operator can connect care events, provider networks, requests and costs to time-bound decisions — distinguishing genuine efficiency from simple expenditure reduction.

EDAVEN is Arcogi's proprietary doctrine and operating movement for the governed journey from data to value. Data with meaning, AI with purpose, agents with boundaries and outcomes backed by evidence.

Mandatory transparency notice

This page presents a simulation of how the EDAVEN doctrine and operating movement can be applied, built with synthetic data, metrics, targets, decisions and outcomes. It does not describe a completed project, client engagement, production implementation, benchmark, individual recommendation or outcome proven by Arcogi. It demonstrates how the doctrine and operating movement can guide a journey from data to value; it is not evidence of practical effectiveness. Any real-world application depends on assessment, authorised data, joint design, implementation and validation in the client's context.

01 · Situation and synthetic scenario

Reducing expenditure without understanding the care journey may simply transfer cost, risk or barriers to access.

100 thousand synthetic health plan members · 18 months · 1.4 million care events · synthetic PMPM of R$ 486 · 78% of requests resolved on time.

SYNTHETIC DATANOT A BENCHMARKNOT A CLIENT OUTCOME
POPULATION BASE

100 thousand members

pseudonymised synthetic membership, stratified by product, region, age and care risk

HEALTHCARE COST

R$ 486 PMPM

synthetic value; not a market reference

RESOLUTION

78%

eligible requests with a conclusive response within the deadline

WINDOW

24 weeks

initial decision in week 4; assessment in weeks 16 and 24

Demonstration hypothesis

Increase resolution from 78% to 88% and reduce avoidable cost growth by 3 percentage points over 24 weeks without worsening access, quality, experience or equity. The conclusion may be positive, adverse or inconclusive.

02 · EDAVEN in two layers

One doctrine to guide choices. One movement to conduct the work.

Both readings use the same letters and remain inseparable. The doctrine makes the commitments explicit; the movement organises their application.

Letter
Doctrine · what we believe
Movement · how we proceed
E
Evidence-grounded ContextContext grounded in evidence
Evaluate · Which decision genuinely matters?In this simulation: a decision about journeys and the provider network, accountable owners, initial resolution, a proposed target and a 24-week window.
D
Decision DisciplineDisciplined decisions
Design · Which context supports the decision?In this simulation: care journey, network, request, event and cost products with accepted meanings.
A
Accountable AI & AgencyAccountable AI and agency
Architect · How would people, AI and agents operate?In this simulation: clinical, operational and financial roles; AI and agents have no clinical authority or coverage authority.
V
Value RealizationDemonstrable value
Validate · What must be verified before action?In this simulation: quality, access, equity, recommendations, costs and an assessment strategy using comparable groups.
E
Enterprise EvolutionEnterprise evolution
Enable · What could enter operation?In this simulation: parallel operation and a potential limited intervention, with clinical oversight and rights preserved.
N
Networked LearningGoverned networked learning
Navigate · How do we reconcile value and capitalise on learning?At the end of 24 weeks, compare resolution, avoidable cost, access, quality, equity and adverse effects; issue the value conclusion and decide whether to continue.
From doctrine to operation

Arcogi is the brand. EDAVEN provides direction. Arcogi BoK documents the practices. Arcogi Services applies those practices in the client's context. Arcogi OS, only when contracted, implemented and accepted, materialises what must remain in operation.

03 · Data and semantics

Data products organise context. Semantics define what the metrics actually mean.

The synthetic dataset specifies the entities, events, relationships and clocks required for the case. In a real engagement, data remain in the client's chosen environment.

JOURNEY

Requests and cases

Channel, reason, deadline, stage, responsible function, outstanding items, transfers and outcome.

NETWORK

Access and capacity

Providers, specialties, location, availability, referrals and constraints.

CARE

Episodes and utilisation

Synthetic TISS/TUSS events, episodes, follow-ups, utilisation, costs and quality.

EXPERIENCE

Member and resolution

Contacts, communications, reopened cases, complaints, resolution and satisfaction.

VALUE

Actions and outcomes

Decision, intervention, accountable owner, population, cost, outcome and adverse effect.

TIME

Cohorts and observation

Start, exposure, follow-up, expiry and reconciliation windows.

Semantic contracts demonstrated

MetricDefinition used in this case
PMPMeligible healthcare expenditure ÷ members exposed during the month, with composition and window stated
Cost per episodecosts attributed to the complete episode under an approved temporal and clinical rule
RESOLUTIONrequests with a conclusive response within the deadline ÷ eligible requests
Avoidable utilisationevent classified under approved clinical and operational criteria; never inferred from cost alone
Net valueattributable effect − intervention costs − monetisable adverse effects
Rule of meaning

A metric supports a decision only when its formula, population, granularity, unit, window, accountable owner, limitations and version are explicit.

04 · Decision and action

The decision has an accountable owner, target, deadline, alternatives and observable consequences.

MATERIAL DECISION

In which journeys, regions and points in the provider network should we intervene to improve resolution and contain avoidable growth in healthcare costs without harming access, quality or rights?

Accountable owner: Operations and Experience Director
Support: Provider Network, Care Management, Medical, Data, Privacy and Finance
reallocate capacity across queues and regions
address network unavailability
reduce transfers and reopened cases
guide the search for an authorised provider
review the causes of avoidable utilisation
Authority boundary

Models and agents may prepare context, compare alternatives, recommend and monitor. Material accountability remains with authorised people.

05 · Sociotechnical organisation

Knowledge is shared; every action remains identifiable, separate and bounded.

AI is not mandatory. Agents are introduced only where they increase capacity with a clear purpose, authority, oversight, cost and ability to stop operation.

CONTEXT

Analytical assistance

Organises the timeline, network, deadlines and authorised data for human review.

PRIORITY

Operational risk

Flags delays, reopened cases, unavailability and potential waste; it does not decide coverage.

COORDINATION

Agents within boundaries

Track outstanding items and suggest approved referrals.

AUTHORITY

Human accountability

No automatic denial, clinical decision or restriction of rights.

06 · Timeline

Without time, actions cannot be monitored and value cannot be concluded responsibly.

WEEKS 1–2Define the decisionTarget, deadline, population, protection limits and baseline.
WEEKS 2–6Prepare contextData products, semantics, quality, access and privacy assessment.
WEEKS 7–10Observe without interveningCompare recommendations with human decisions and measure errors and disparities.
WEEKS 11–16Controlled interventionStaggered rollout by queue, region or category, with monitoring.
WEEKS 16–24Conclude valueCompare effect, costs, quality, experience and uncertainty.
07 · Causality and value

An observed outcome is not automatically an effect of the intervention.

Staggered rollout across comparable queues, regions or categories, using differences-in-differences and controls for seasonality, care risk, membership mix and network capacity.

Preliminary reading of the signalsThese three readings describe what was observed before causal and economic reconciliation. They are not the final value conclusion.

Favorable signal observed

Avoidable cost grows more slowly, resolution improves and there is no material deterioration in access, quality, complaints or equity.

Unfavorable signal observed

Cost falls because of delays, restricted access, displacement outside the network or a worse experience.

Insufficient evidence

A change in membership, short period, incomplete data or a healthcare shock prevents the outcome from being attributed to the intervention.

Economic conclusion

Arcogi does not assume ROI. The work connects action, estimated effect, costs, uncertainty and consequences to decide whether the initiative should be scaled, adjusted, maintained, paused or stopped.

CASE CLOSURE · EDAVEN

Value Realization, Enterprise Evolution and Networked Learning.

Value does not appear only at the end. While actions are underway, the organization monitors indicators, costs, deviations, risks and adverse effects. At the agreed evaluation point, that evidence is reconciled to decide what happens next and what, if anything, is fit for reuse.

Value RealizationObserve, estimate and reconcile valueCompares the baseline, target, action actually taken, total costs, counterfactual, uncertainty and consequences. The conclusion may indicate captured, neutral, depreciated, deferred, adverse or still inconclusive value.
Enterprise EvolutionTurn evidence into a continuation decisionThe accountable owner decides whether to expand, adjust, maintain, pause, reverse or stop the initiative. The next step receives a new scope, authority, time horizon and monitoring criteria.
Networked LearningReuse only qualified learningWhat the journey taught returns to shared knowledge with context, provenance, ownership, validity, limitations and a review date. Insufficient evidence remains a hypothesis; it does not become an organizational rule.
Possible conclusions after reconciliationOne conclusion is recorded for the evaluation window, together with its confidence level and boundaries.
CapturedA positive, material and attributable net effect within the agreed boundaries.
NeutralNo material net effect beyond the defined tolerance range.
DepreciatedA benefit exists, but costs, deviations or side effects consume a material share of expected value without making the net effect adverse.
InconclusiveThe evidence does not support attribution with sufficient confidence.
DeferredThe observation window has not matured or the effect depends on a later, defined point in time.
AdverseThe attributable net effect is negative, or material harm or a boundary breach occurred.
Actions monitoredEvidence and deviationsValue reconciliationContinuation decisionQualified learningNew cycle
Boundary of this demonstration

Because this case uses synthetic data and outcomes, it demonstrates the monitoring and reconciliation mechanism rather than a realized result. In a real engagement, the conclusion depends on authorized data, recorded action, a sufficient observation window and an evaluation method suited to the context.

08 · Integral journey

From data to learning, each condition answers a different question.

How to read this sequence

These are conditions the operation must produce or demonstrate — they are not additional EDAVEN movements. The movements may contribute to several conditions, and the journey may return, pause or proceed without AI or agents when they do not add appropriate value.

01 · DATA READYTrusted contextData products, semantics, quality, access, version and temporality.
02 · AI READYQualified modelAI only when purpose, performance, risk, cost and retirement are understood.
03 · AGENTIC READYAction within boundariesIdentity, tools, authority, oversight, interruption and reversibility.
04 · DECISION READYExplicit commitmentQuestion, accountable owner, target, deadline, alternatives, action and boundaries.
05 · VALUE PROVENReconciled valueAn explicit verdict on capture, neutrality, depreciation, deferral, inconclusiveness or adverse effect.
06 · LEARNING COMPOUNDEDDecision capitalLearning reviewed and qualified for reuse or allowed to expire, with context, version, validity and reversibility.
ConditionMovements most involvedWhat must remain demonstrable
Data ReadyEvaluate · Designcontext, data product, quality, meaning, access and time
AI ReadyArchitect · Validatepurpose, performance, risk, cost, oversight and ability to retire
Agentic ReadyArchitect · Validate · Enableidentity, tools, authority, observation, interruption and reversibility
Decision ReadyEvaluate · Design · Architect · Enablequestion, accountable owner, target, deadline, alternatives, boundaries and action
Value ProvenValidate · Navigatereconciliation between expected and actual, costs, counterfactual, uncertainty, adverse effects and an explicit value conclusion
Learning CompoundedEnable · Navigatelearning approved for reuse, retained as a hypothesis or allowed to expire; only with context, version, authorization, validity and reversibility
09 · Integrated delivery system

Applied knowledge, specialist work and operational continuity.

EDAVEN doctrine
Unity across the journeyConnects context, decisions, accountable agency, value, evolution and learning.
Arcogi BoK
Practice applied to the sectorGuides concepts, roles, data products, semantics, decisions, measurement and transfer.
Arcogi Services
Transformation and implementationConducts assessment, design, architecture, integration, validation, capability building and ongoing guidance.
Arcogi OS
Continuity within scopeProgressively materialises context, workflows, agents, monitoring and evidence in implemented and accepted components.
Client ecosystem
Sovereignty preservedData, platforms, models, policies and decisions remain under the client's responsibility and within its chosen environment.
10 · External references

Public sources inform concepts and boundaries; they do not replace contextual assessment.

The references below support regulatory, sector or technical aspects. Their inclusion does not represent certification or automatic compliance.

11 · How to begin and decide what comes next

The case demonstrates the practice. The engagement defines what will be delivered, received and accepted.

The previous sections present the mechanisms, decisions, artefacts and evidence in the synthetic case. This section distinguishes those elements from the commercial offering an organisation may contract. The case illustrates the complete journey. In a real engagement, Evaluate identifies the smallest route required to reach Decision Ready; AI and agents remain optional.

OPTIONAL PORTFOLIO ENTRYVÉRTICE Executive

The commitment purchased: a material decision prepared with governed context, authority, target, deadline, alternatives, boundaries and defined evidence.

  • explicit outcome and boundary
  • defined accountabilities and sovereignty
  • agreed exit criterion
CONTRACTED PACKAGEVerifiable delivery package

Arcogi Services delivers the agreed scope, timing, activities, responsibilities and acceptance criteria.

  • activation and consumption test
  • evidence and executive review
  • transfer and acceptance
WHAT THE CLIENT RECEIVESPrepared decision + continuity plan

The set of assets that remains with the organisation when the contracted work is complete.

  • contracts and technical records
  • executive summary and operating guide
  • priority list, acceptance and route decision
NEXT DECISIONNew route under a new scope

The prepared decision may enable another engagement — without creating automatic continuity.

  • Decision Sprint to materialize and demonstrate the case
  • MDC to operate a persistent sociotechnical cell
  • Arcogi Academy to build autonomy — or correct, wait, and close
Commercial rule

The kit completes the OPTIONAL PORTFOLIO ENTRY. Expansion depends on evidence, the executive owner's decision, a separate proposal, specific investment and new acceptance.

Next step

Which decision about access and healthcare cost needs better context and evidence?

An executive conversation identifies the first constraint and the shortest path capable of producing useful context, decisions and evidence.

Mandatory transparency. Simulation of the EDAVEN doctrine and operating movement built with synthetic data, metrics, targets, decisions and outcomes. It does not represent a completed project, client engagement, implementation, benchmark, individual recommendation or outcome proven by Arcogi. It demonstrates conceptual and operational applicability; it does not prove practical effectiveness. Return to the integral playbook.
Published version 1.12.0Updated on 30 August 2026Canonical URL preserved