Impact cases
Cases presented anonymously to protect client confidentiality. Sector, geography and delivered impact are described.
price with no loss of share
National micromarket pricing model with cross-elasticities for self-construction products, delivered to the Analytics Department.
Cross elasticities modeled with machine learning over the full national transactional history.
Multinational cement company · Mexico
portfolio churn
Predictive churn model based on behavioral economics, implemented with the Customer Service Department.
Predictive churn model trained on portfolio behavior with automated prioritization of interventions.
Leading insurer · Peru
manual errors and reconciliations
Redesign of Record to Report, Order to Cash and Procure to Pay, optimizing the accounting close to four days.
Process mining over the ERP and automated reconciliations to cut manual work.
Catalog-sales retailer · Mexico
profitability
Redesign of the local dynamic pricing model for precast cement commercialization.
Dynamic pricing engine fed with demand and competitor data.
Regional cement company · Peru
average ticket
Pricing strategy for in-restaurant operations and digital delivery platforms.
Basket analytics and automated A/B testing on digital platforms.
Restaurant chain · Mexico
annual costs
Production cost optimization through S&OP process redesign, delivered to the Finance Department.
Demand forecasting with statistical models and simulated production scenarios.
Hygiene products company · Peru
potential market sized
Operating model and Go-to-Market strategy for a digital broker, with a two-year business plan for shareholders.
Market sizing accelerated with AI-processed public sources.
Insurance and surety broker · Mexico
regional expansion plan
Regional growth strategy and execution plan delivered to senior leadership.
Market and competitor screening with semantic search over public information.
Financial services group · Caribbean / LATAM
capital raised
Value proposition and materials presented to shareholders for the investment round.
Financial model with automatically generated scenarios and sensitivities.
Niche insurer · Mexico
sale process supported
Structuring of the commercial proposition and leadership of the negotiation before senior leadership and shareholders.
Assisted data-room reading and red-flag detection across contracts.
Food company · Mexico
financial management model
Redesign of the Finance operating model to increase efficiency and strengthen control mechanisms.
Cost-per-service analytics and automated management reporting.
Private hospital · Mexico
technology costs
Redesign of the group-wide IT operating model.
Cost to serve per application computed with automated spend classification.
Freight transportation group · Mexico
renewal discounts
Redesign of commercial policies that increased the portfolio's technical result by 2%.
Automatic detection of out-of-policy discounts across billing history.
Leading insurer · Peru
of competitive portfolio
Comparative analysis of credit card, life and travel offerings from leading competitors.
Competitive benchmark built with automated collection and synthesis.
Bancassurance insurer · Mexico
penetration strategy
Benchmark of the travel insurance market and penetration strategy for the microinsurance segment.
Behavioral segmentation and propensity models to design the product.
Multinational insurer · Argentina / Chile / Mexico
into the Mexican market
Commercial entry and consolidation strategy delivered to the shareholders' board.
Regulatory and competitive radar monitored with AI agents.
Financial services fintech · Chile / Mexico
structure cost
End-to-end operating model redesign post-spin-off: front, middle and back office processes, governance, roles and separation of shared services from the parent company.
Process mining to separate shared processes and size the target operating model.
Global managed IT infrastructure services provider (spin-off from a technology corporation) · Mexico and Latin America
turnover and driver replacement cost
Redesign of the attraction and retention cycle with an Oracle HCM rollout, digitalization of talent processes and a predictive turnover model. The case was measured on business variables: replacement cost avoided, time-to-fill and vehicle availability on route.
Predictive attrition model with explainable drivers integrated into the HCM platform.
Transportation and logistics group · Mexico
active clients
Product strategy, subscription pricing and Go-to-Market to scale a B2B talent platform, focused on churn and account expansion.
Churn models and account scoring to prioritize commercial effort.
Talent management SaaS platform · Mexico
climate, with lower absenteeism and turnover
Culture and change management program using ADKAR, 9-box and a variable compensation redesign for commercial and plant teams, tying the incentive scheme to margin rather than volume alone.
Open-text survey analysis to identify cultural tensions by plant.
Consumer packaged goods company · Mexico
AI lets us analyze more data, faster and deeper. The decision, the business judgment and the accountability for results remain human.
AI-assisted processing of transactions, contracts, tickets and operational data to reach validated hypotheses in week one.
Elasticities, churn propensity, workforce attrition and P&L scenarios modeled with machine learning and actionable simulators.
Automated monitoring of pricing, competitors, regulation and market signals, synthesized into executive alerts.
Copilots, assistants and automations installed inside the client so value does not depend on the consultants.
We work with data governance, confidentiality controls and human validation on every deliverable: AI accelerates the analysis, it never replaces the decision.
Let's schedule a conversation to size the opportunity using your own numbers.