RESOURCE GUIDE
CONVERSATION INTELLIGENCE

Turn Every Phone Call Into Structured Data That Moves the Business Forward

Capture customer intent, priorities, timing, and buying signals during AI phone calls, then activate those insights across sales, marketing, operations, service, and reporting.

25 recommended data pointsCross-department automationCRM-ready outputs
Explore the framework ↓
Lacy.ai™ AI Phone Agent robot
WHY IT MATTERS

The conversation is not just a call. It is operational data.

Customers naturally reveal what they want, why they want it, when they may act, and what could move the decision forward. Lacy.ai structures that context after the call so connected teams and systems can respond with greater relevance, speed, and consistency.

01

Conversation

The customer shares needs, preferences, constraints, and timing.

02

Structured signals

Lacy.ai normalizes meaningful statements into approved variables.

03

Connected systems

CRM, marketing, scheduling, reporting, and workflow tools receive context.

04

Operational action

Teams and automations respond based on what the customer actually said.

ENTERPRISE VALUE

One conversation can activate multiple departments

The same customer-stated data can support distinct operational outcomes across the organization.

SALES

Prioritize and prepare

  • Route by product, market, and readiness
  • Surface budget, timeline, and decision context
  • Equip representatives before follow-up
MARKETING

Build relevant audiences

  • Segment by interest, use case, features, and occasion
  • Trigger permission-based nurture journeys
  • Match approved offers to stated interest
OPERATIONS

Coordinate the next step

  • Identify installation and location requirements
  • Route service-area and feasibility information
  • Create tasks from confirmed needs
CUSTOMER SERVICE

Continue with context

  • Reduce repetitive questioning
  • Preserve preferences across interactions
  • Route to the right specialist
REVOPS & CRM

Improve data quality

  • Standardize conversation data into fields
  • Enrich customer and opportunity records
  • Support attribution and pipeline reporting
LEADERSHIP

See demand clearly

  • Track product and feature demand
  • Measure buying horizons and readiness
  • Identify emerging patterns
RECOMMENDED FRAMEWORK

25 post-call data points to consider

A working baseline to align with each company’s products, CRM fields, reporting conventions, and approved campaigns.

01

Product & solution fit

What the customer is considering and what the solution must provide.

FIELDCAPTURESEXAMPLE
primary_productPrimary product or service interestHot Tub
second_productSecondary or cross-sell interestOutdoor Kitchen
spa_typeProduct subtype or configurationHot Tub
brandPreferred product brandJacuzzi
capacityRequired size or capacity6–8 People
product_tierValue, standard, premium, or luxuryLuxury
featuresDesired capabilities or featuresSmart Controls
02

Project context

Why the customer is calling and what shapes the project.

FIELDCAPTURESEXAMPLE
use_casePrimary intended outcomeRelaxation
wellness_needCustomer-stated wellness motivationMuscle Recovery
energy_effEnergy-efficiency interestHigh
project_typeNew, replacement, remodel, upgrade, or repairNew Installation
install_neededDelivery or installation requirementYes
install_locationWhere the solution will be installedBackyard
space_limitSpace, dimension, or feasibility constraintLimited Space
homeownerHomeownership or property roleHomeowner
03

Commercial intent

Financial preferences, offer sensitivity, timing, and readiness.

FIELDCAPTURESEXAMPLE
finance_interestInterest in financing or payment plansYes
finance_typePreferred financing structureLow Monthly Payment
budget_rangeCustomer-stated budget range$15K–$25K
promo_interestInterest in current offers or promotionsYes
buy_timelineExpected purchase horizonWithin 6 Months
buyer_readinessResearching, comparing, quoting, or readyComparing
04

Timing & routing

Personal timing, decision context, and geographic assignment.

FIELDCAPTURESEXAMPLE
buy_occasionAnniversary, birthday, holiday, or other occasion50th Anniversary
occasion_dateKnown date or monthJanuary
decision_contextOther participants in the decisionJoint Decision
marketMarket, service area, showroom, or territoryAlbuquerque
FROM CALL TO ACTION

One call. Multiple usable signals.

“I’m looking for a modern Jacuzzi for six to eight people. It’s for our 50th anniversary. We want all the premium features, would like to finance it, and hope to purchase within six months before her birthday in January.”
PRODUCTHot TubBRANDJacuzziCAPACITY6–8 PeopleTIERLuxuryFINANCINGYesTIMELINE4–6 MonthsOCCASIONAnniversaryDATEJanuary
SALES

Create a prioritized follow-up task for a premium, medium-term opportunity.

MARKETING

Enroll the customer in an approved product and financing nurture journey.

OPERATIONS

Prepare capacity, installation, and site-planning questions.

CRM & REPORTING

Enrich the record with structured demand, timing, and occasion data.

IMPLEMENTATION BLUEPRINT

Start with the decisions that improve action

A successful rollout begins with a focused, testable set of variables, not every possible detail.

1

Choose signals

Select fields that change routing, prioritization, personalization, or reporting.

2

Define values

Align outputs to CRM picklists, categories, territories, and campaign logic.

3

Configure extraction

Specify definitions, normalization, multi-value, and blank-state rules.

4

Test calls

Validate direct, indirect, multiple-interest, and missing-information scenarios.

5

Map actions

Connect signals to updates, tasks, journeys, routing, and dashboards.

6

Measure and refine

Review extraction quality, usage, team feedback, and automation performance.

Lacy.ai™
EVERY CONVERSATION, OPERATIONALIZED.

Turn customer calls into coordinated business action.

Lacy.ai AI Phone Agents capture conversational context, update connected systems, and trigger the workflows that move work forward.

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