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Retention / Lifecycle & Retention

Make every acquired customer worth more.

Acquisition is expensive, but the business cannot isolate which early behaviors, journeys, or interventions create lasting value.

Which customer moments can compound durable value?

Cohort lab / intervention proof

Decision arena
Cohort value / intervention logic
Evidence state
Method demonstration / synthetic cohorts
TXLifecycle Value Lab
Synthetic model / not client evidenceIllustrative values
Open evidence record Research model / TX-METH-LIFE-01
Artifact
Research model
Evidence status
Synthetic model / not client evidence
Record ID
TX-METH-LIFE-01
Record
Synthetic cohort model / illustrative 180-day period
Decision question
Which early value milestone separates durable customer economics?
Cohort economics / rolling 180 days

Value speed separates retained contribution.

55.4k customers
Reached value ≤14d63%34.9k customers
Observed contribution gap$80fast vs no event
Next proof move10%activation holdout

Read every supporting value in the cohort record below.

First value milestoneCustomersD30 active90d repeat180d contributionValue index
Value reached ≤3 days 18.4k 74% 41% $126 1.62
Value reached 4–14 days 16.5k 57% 30% $91 1.17
Value reached 15–30 days 11.4k 38% 20% $63 0.81
No value event by day 30 9.1k 22% 13% $46 0.59
Decision workspace · synthetic model · not client evidence Cohort signal → causal test → funding rule

Engagement brief

A bounded question. A defensible decision.

Built for
CRM, lifecycle, product, customer, and growth leaders accountable for durable value.
Entry diagnostic
Lifecycle value and intervention map
Decision record
Cohort intervention portfolio and holdout plan
Client commitment
A weekly working session plus governed access to customer, journey, and commercial data.

The analytical work

Evidence enters. A capital or operating decision leaves.

Inputs we interrogate

  1. Customer, transaction, product, and messaging history
  2. Lifecycle definitions, unit economics, and operating constraints
  3. Existing segments, journeys, campaigns, and retention hypotheses

How we establish the answer

  1. Define cohorts around economic and behavioral reality
  2. Identify value inflections and controllable moments
  3. Separate correlation from plausible intervention effects
  4. Prioritize journeys with measurement and holdout logic

Evidence sequence

Not dashboards for display. Evidence for the next move.

Each view is selected to answer a buyer question: what did we examine, what did we find, and what should the business do now?

TXLifecycle Value Lab
Synthetic model / not client evidenceIllustrative values
Open evidence record Research model / TX-METH-LIFE-01
Artifact
Research model
Evidence status
Synthetic model / not client evidence
Record ID
TX-METH-LIFE-01
Record
Synthetic cohort model / illustrative 180-day period
Decision question
Which early value milestone separates durable customer economics?
Cohort economics / rolling 180 days

Value speed separates retained contribution.

55.4k customers
Reached value ≤14d63%34.9k customers
Observed contribution gap$80fast vs no event
Next proof move10%activation holdout
Evidence trace From cohort relationship to a fundable test.
  1. 01
    Observed signal$80 contribution gap

    Customers reaching first value within 14 days retain more modeled contribution than customers with no value event by day 30.

  2. 02
    Counterfactual10% activation holdout

    The cohort contrast is observational. A controlled holdout tests whether guided activation changes retained value.

  3. 03
    Funding rule90-day retained contribution

    Scale only when the adjusted lower bound clears delivery cost and remains above zero.

These values describe a synthetic planning model. The trace defines a test decision; it does not claim a realized retention outcome.

Read every supporting value in the cohort record below.

First value milestoneCustomersD30 active90d repeat180d contributionValue index
Value reached ≤3 days 18.4k 74% 41% $126 1.62
Value reached 4–14 days 16.5k 57% 30% $91 1.17
Value reached 15–30 days 11.4k 38% 20% $63 0.81
No value event by day 30 9.1k 22% 13% $46 0.59
Decision workspace · synthetic model · not client evidence Cohort signal → causal test → funding rule
TXLifecycle Value Lab
Synthetic model / not client evidenceIllustrative values
Open evidence record Decision workspace / TX-WS-LIFE-02
Artifact
Decision workspace
Evidence status
Synthetic model / not client evidence
Record ID
TX-WS-LIFE-02
Record
Synthetic journey intervention map / illustrative quarter
Decision question
Which journey moment is ready for controlled exposure?
Journey intervention map / proposed quarter

Turn the journey break into a controlled exposure.

Portfolio 03
Eligible per month22.6kacross 3 moments
Controlled exposure12%weighted holdout
Funding measure90dnet retained contribution
Moment-to-measure map

One journey signal. One accountable exposure.

The observed journey signal identifies a test candidate. The holdout protects the decision from mistaking engagement for earned value.

  1. 010-48 hours
    Eligible segment
    New / high potential

    11.8k eligible / month · No first-value event after onboarding

    Controlled action
    Offer guided first-value activation
    Counterfactual
    10% persistent holdout
    Funding measure
    90-day retained contribution
    Ready to test
  2. 02Days 3-14
    Eligible segment
    First value / no repeat

    6.3k eligible / month · One first-value event without a second use

    Controlled action
    Test second-use reinforcement
    Counterfactual
    15% customer-level holdout
    Funding measure
    90-day repeat contribution
    Design required
  3. 03Day 60+
    Eligible segment
    Prior high value / lapsed

    4.5k eligible / month · Prior value is at risk of lapsing

    Controlled action
    Test lapsed-value rescue
    Counterfactual
    12% customer-level holdout
    Funding measure
    90-day net contribution
    Ready to test
Portfolio rule

Customer journeys earn wider funding only when their adjusted contribution clears delivery and incentive cost against the pre-agreed holdout.

Decision workspace · synthetic model · not client evidence Journey signal → controlled exposure → retained contribution
TXLifecycle Value Lab
Synthetic model / not client evidenceIllustrative values
Open evidence record Decision workspace / TX-WS-LIFE-03
Artifact
Decision workspace
Evidence status
Synthetic model / not client evidence
Record ID
TX-WS-LIFE-03
Record
Synthetic intervention portfolio / illustrative quarter
Decision question
Which intervention has enough governance to receive controlled exposure?
Intervention governance / proposed quarter

Fund the moment, owner, and counterfactual together.

Portfolio 03
Eligible per month22.6kacross 3 cohorts
Test spend cap$145kall interventions
Holdout coverage12%weighted portfolio

Read every supporting value in the intervention record below.

InterventionTarget cohortEligible / moOwnerHoldoutSpend capGate
Guided first-value activationNew / high potential11.8kLifecycle10%$68kReady
Second-use reinforcementOne use / no repeat6.3kProduct15%$42kDesign
Lapsed high-value rescuePrior high value / 60d lapse4.5kCRM12%$35kReady
Decision workspace · synthetic model · not client evidence Intervention → owner → holdout → operating decision
Intervention charter / LA-01 Pre-launch · synthetic operating example

Decision to govern

Does guided first-value activation earn wider funding?

Open evidence record Executive brief / TX-BRIEF-LIFE-01
Artifact
Executive brief
Evidence status
Synthetic model / not client evidence
Record ID
TX-BRIEF-LIFE-01
Record
Synthetic intervention portfolio / illustrative values
Decision question
Which lifecycle intervention deserves controlled exposure and an owner?
Population
11.8k eligible customers per month
Measurement horizon
90-day retained contribution
Maximum test investment
$68k illustrative cap
Pre-commitments

The intervention and its proof travel together.

  1. 01
    Eligibility
    Freeze the cohort before exposure.

    New, high-potential customers who have not reached the first-value event within 48 hours. Eligibility is assigned once and does not refresh mid-test.

  2. 02
    Assignment
    Preserve a durable counterfactual.

    90% treatment and 10% persistent holdout at customer level. No cross-over, suppression override, or journey substitution during the measurement window.

  3. 03
    Economics
    Measure earned value after cost.

    Primary outcome is incremental 90-day contribution. Delivery and incentive cost are charged to treatment before the funding decision.

  4. 04
    Decision gate
    Scale only when the downside is bounded.

    The lower interval bound for net incremental contribution must remain above zero and the point estimate must clear the pre-agreed operating hurdle.

Accountability

Four sign-offs. No invisible handoff.

Use horizontal scrolling to inspect every accountability and sign-off.

RoleAccountable forSigned artifact
Lifecycle ownerTreatment, suppression rules, and operating readinessExposure brief
Analytics ownerAssignment integrity, estimand, and causal readoutMeasurement record
Finance reviewerContribution definition, cost allocation, and hurdleFunding rule
Product ownerFirst-value event quality and instrumentationEvent assurance
Review cadence

Inspect early. Decide at the right horizon.

  1. Day 0
    Specification freeze

    Eligibility, assignment, exposure, outcome, costs, guardrails, and exclusions signed.

  2. Day 14
    Integrity review

    Check assignment balance, contamination, delivery defects, and early harm only.

  3. Day 30
    Leading-signal read

    Review first-value movement without changing the 90-day funding rule.

  4. Day 90
    Capital decision

    Scale, iterate, or stop on net incremental retained contribution.

Funding equationIncremental retained contribution − delivery cost − incentive cost = net earned value
Stop boundary

Pause for assignment failure, material contamination, or a pre-agreed deterioration in opt-out, support contact, or customer harm.

Scale boundary

No scale decision from opens, clicks, activation rate, or modeled lifetime value alone.

What your team receives

A lifecycle intervention record your team can own.

The package connects the cohort signal, intervention logic, holdout, owner, funding boundary, and realized-contribution review.

  1. 01Cohort and journey analysis
  2. 02Lifecycle operating plan
  3. 03LTV measurement framework

How we keep score

  • Activation and retained behavior
  • Incremental repeat rate or contribution
  • Cohort value progression
  • Intervention cost and payback

Start with lifecycle value and intervention map

Fund the customer moment - not the activity.

Bring the cohort or journey where value is at risk. We will identify which intervention can earn controlled exposure and how to measure it.

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