Applied AI, data, and modeling work with boardroom-level consequences.

AI Governance Strategy K&A Consulting

AI Ethics & Adoption Intelligence Across ASEAN

6ASEAN markets

180+Stakeholders

Challenge

AI adoption was accelerating across ASEAN, but governance capacity, accountability, explainability, and regulatory anchors were lagging behind.

Approach

Ran structured FGDs across 6 capitals, benchmarked against global AI frameworks, and built a governance maturity matrix across 5 dimensions.

Output

Synthesized findings into a 7-pillar Ethical AI Governance Framework and country-level reports for policy and institutional use.

Tourism & Connectivity Analytics K&A Consulting

Tri-National Tourism Connectivity Roadmap

15Priority routes

3Countries

Challenge

Despite strong airports, seaports, and roads, tourist flows across Indonesia, Malaysia, and Thailand stayed fragmented and underconnected.

Approach

Developed an MC2 connectivity-cost framework with ITB, scoring corridors on journey time, border friction, load factors, and transfer costs.

Output

Generated top-priority corridors and a 15-initiative roadmap across transport, border/CIQ, tourism product, digital ecosystem, and governance.

Economic Modeling K&A Consulting

Mandatory ABS for Two-Wheelers

IDR 110T+Projected NPV

19xReturn

Challenge

Motorcycles account for most Indonesian road deaths and accidents, so the policy question was whether mandatory ABS is cost-effective and defensible at scale.

Approach

Built a 2026-2045 projection model using crash data, GDP growth, fleet statistics, Smeed's Law, scenario modeling, and hybrid VSL methodology.

Output

Reframed ABS from compliance cost to fiscal asset, with a projected IDR 110T+ NPV and 19x return to the economy.

Climate Investment Readiness K&A Consulting

Decarbonizing Rice Feasibility

20+Scoring metrics

7Provinces

Challenge

A validated low-emission rice protocol needed a credible scale-up case before capital could be committed across 10,000+ hectares.

Approach

Designed a composite scoring model across agro-ecological suitability, leadership, market demand, financing pathways, and logistics.

Output

Identified 3-5 priority locations across Java and South Sumatra, supported by feasibility reporting and a climate-water-productivity theory of change.

ASEAN Policy Research Pinnacle Analytics

AI Ethics & Adoption Intelligence

180+Stakeholders

6Markets

Challenge

A global technology enterprise and international foundation needed to understand AI ethics, adoption readiness, and policy sentiment across six ASEAN markets.

Approach

Multi-country FGDs with AI professionals, government officials, and educators across Indonesia, Singapore, Thailand, Vietnam, the Philippines, and Malaysia.

Output

Readiness varied more by regulatory clarity than GDP per capita. Delivered a cross-ASEAN AI readiness benchmark and policy recommendations.

B2B Customer Intelligence Pinnacle Analytics

Customer Satisfaction & Loyalty

111Interviews

7Jabodetabek areas

Challenge

A leading Indonesian e-commerce platform needed to decode loyalty drivers among strategic and regular B2B accounts before competitors closed the gap.

Approach

106 structured interviews across 7 Jabodetabek areas, plus 5 deep-dive IDIs with multi-entity group companies.

Output

The highest churn-risk cluster had the least sales interaction. Delivered customer profiles, VoC documentation, and an executive dashboard.

Transport Policy Evidence Pinnacle Analytics

National Fuel Economy & Decarbonization

1,800+Respondents

6Cities

Challenge

A global environmental research institute needed granular, real-world fuel consumption data to support Indonesia's net-zero transportation policy.

Approach

Nationwide assisted surveys across Jabodetabek and 5 major cities, covering motorcycles, cars, trucks, shuttles, pickups, and multiple fuel types.

Output

Manufacturer specs and real-world consumption diverged enough to create a blind spot. Built the first real-world fuel consumption baseline.

Healthcare Market Research Pinnacle Analytics

Multi-Regional Healthcare Intelligence

5Regions

2Brand studies

Challenge

An Indonesian private hospital network needed region-specific intelligence to guide expansion, positioning, and marketing allocation.

Approach

Parallel market studies in Jakarta, Bekasi/Karawang, Depok, Tangerang, and Makassar, with brand perception and competitive mapping.

Output

Established markets had high awareness but weak differentiation. Delivered regional reports and an expansion prioritization framework.

Market Entry Intelligence Pinnacle Analytics

Electronics Stakeholder Mapping

8+Institutions

5Industry bodies

Challenge

A global electronics manufacturer needed to navigate Indonesia's regulatory and policy landscape before deepening its market presence.

Approach

IDI work with senior officials across ministries and agencies, plus industry associations including KADIN, APINDO, PERPRINDO, GABEL, and APKONIK.

Output

Regulatory movement favored manufacturers pairing entry with local workforce development. Produced a stakeholder map and risk assessment.

Mobility Segmentation Pinnacle Analytics

Ride-Hailing Driver Behavioral Segmentation

4Driver segments

60minFace-to-face IDIs

Challenge

A global ride-hailing platform needed to understand what made drivers choose, stay with, or leave a platform in the gig economy.

Approach

Face-to-face 60-minute IDIs in Manila, stratified by platform and employment type, with motivational and communication claim testing.

Output

Perceived agency over pricing/schedule beat commission as a loyalty driver. Identified 4 segments and a tailored engagement playbook.