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Solutions

Consulting, data science, and AI that turn intent into runnable, acceptable business capabilities — designed by scenario, delivered by value.

All solutions

AI Transformation

From factory delivery to operations, service, and PE intelligence.

AI & GenAI FactoryTurn scattered pilots into a reusable delivery factory: shared evaluation, co-creation, engineering, and operations — so GenAI moves from demos to acceptable business capability.

Data & AI Empowered OperationsMove operations from report retrospectives to exception sensing, decision support, and execution coordination — one actionable signal set for frontline and mid-office.

AI Empowered Customer ServiceInside controlled knowledge and human-review boundaries, use AI to improve consistency, frontline efficiency, and escalation quality — measurable experience, governable risk.

Data & AI for Private EquityBuild trusted data and analysis for research, portfolio ops, and insights — under confidentiality and governance. Faster judgment, better reviews — not “fully automated investing.”

Data Foundations & BI

Governance, modern / self-service BI, and sustainability data.

Data Governance & ManagementTurn data from “everywhere and trusted by no one” into discoverable, understandable, accountable assets — governance is a prerequisite for AI and BI, not an add-on.

Data, Modern BI & Self-service BIBuild analytics and self-service on a trusted semantic layer — faster answers for the business, with guardrails on definitions, permissions, and performance.

Data-empowered SustainabilityMove ESG and sustainability from document assembly to measurable, traceable, improvable data capability — for disclosure, ops improvement, and supply-chain coordination.

IT & Data Platforms

Data-centric IT, platforms, CDP, and cloud AI services.

Data-centric ITShift IT architecture and operations from system stacks to data products and interface contracts — so capabilities can compose and evolve instead of locking into silos.

Data PlatformBuild scalable ingest, transform, serve, and govern capabilities — so analytics and AI share one trusted data backbone, not project silos.

Customer Data PlatformUnify identity and journey signals inside compliance boundaries to power service, ops, and marketing activation — trusted profiles, not another tag dump.

Cloud & AI ServicesLand operable AI runtimes in cloud and hybrid environments: model access, security, cost, observability, and delivery pipelines — intelligence that can stay in production.

Marketing

GEO and sales-agent offerings on the marketing side.

Sales Agent — XiaoguanA sales-team agent solution: inside governable knowledge and process boundaries, assist lead follow-up, talk-track prep, and process review — raise execution quality without claiming to replace sales judgment.

GEO / Metis AI - Thousand EyesAnswer-engine visibility, semantic optimization, and monitoring loops (marketing).

MICROFACTOR

Book Discovery

Share priority scenarios and constraints — we arrange a reference conversation.