Solutions

Enterprise digital delivery + AI assessment product matrix

We operate on two tracks: one for systems, data, and AI implementation in companies, and one for helping people understand themselves, choose better, and match better.

Enterprise solutionsAssessment productsBook a solution call
SystemsData governanceAI workflowAssessmentMatchingCareer graphTailored advisory
Two Tracks

One track improves business operations, the other improves human understanding

The surface looks different, but the core is the same: turning complexity into safer actions and reusable capability.

Enterprise

Integrated delivery across systems, data, and AI

We focus on websites, back offices, mini apps, workflows, data rules, and practical AI integration.

  • Start light Launch something that can be used and can accumulate data first.
  • Look at process and data together We care about roles, permissions, definitions, and operating follow-up.
  • Attach AI to repeated work Knowledge support, customer support, drafting, and analysis are good first moves.

Individuals / Institutions

Long-term products around personality, relationships, and careers

We are building explainable and evolving products on top of self-owned question banks and career graph data.

  • Not a one-off test We care about repeated assessment, report evolution, and stage changes.
  • Not only labels The output should help with relationships, careers, education, and growth decisions.
  • Not only for ourselves These capabilities can become APIs, co-built assets, or consulting services.
Enterprise Solutions

Best for teams that want digital work to truly move forward

If you need go-live progress, efficiency gains, aligned metrics, and operating improvement, these four solution lines fit well.

Solution 01

Lightweight business systems

For new business lines or messy internal workflows that need an online entry point quickly.

Solution 02

Data governance and KPI systems

For teams with many spreadsheets, systems, and inconsistent metric definitions.

Solution 03

AI assistants and workflow efficiency

For teams ready to attach AI to knowledge support, customer support, drafting, and analysis.

Solution 04

Project diagnosis and execution support

For teams whose pace, communication, or technical direction is drifting.

Assessment Products

Four modules for products built around understanding people

These modules serve individuals, education, communities, career services, and advisory scenarios.

AI assessment

Question bank + report + change tracking

A structured view of traits, stage signals, and evolving patterns.

Matching

Dynamic matching + full profile

A finer structure for need patterns, rhythm, boundaries, and communication style.

Career graph

Recommendations + path explanation

A role graph built around thresholds, capability, pay, city, and progression.

Custom services

Scenario banks + non-clinical support

Tailored output for exams, study abroad, careers, transitions, and life-stage choices.

Delivery Formats

The same capability can be delivered in different business forms

It can be a product, a platform capability, a data layer, or a consulting service.

Owned applications

Build direct product entry points through websites, admin tools, mini apps, or mobile apps.

API / licensed data

Connect our capability into your existing platform, institution, or service flow.

Co-build partnerships

Jointly build question banks, reports, models, or knowledge assets.

Consulting and training

Start from planning, diagnosis, or governance training before deeper execution.

Experience Entry

Try the current product form

The QR codes are illustrative for now and can later be replaced with production codes and store links.

Mini app QR code

Mini app

16PF personality mini app

Best for fast baseline assessment and an initial personality view.

Request trial details
App download QR code

App

Integrated guidance app

Designed for long-term tracking across personality, relationships, and career-related guidance.

iOS infoAndroid info

If you need something that truly moves forward, not something that only looks complete, this is a better fit.

That can mean enterprise delivery, AI implementation, data governance, assessment products, career graph collaboration, or tailored question-bank work.

Send a request