ablemint
Investor Experience · 2026

Transform Knowledgeinto Understanding.

Most organizations know whether content was delivered. Few know whether it was understood.ablemint is the system of understanding.

Scroll
01 — The Problem
The Problem

Organizations can measure activity.They cannot measure understanding.

What today's systems show
  • Content Sentmeasured
  • Content Openedmeasured
  • Training Completedmeasured
  • Meeting Attendedmeasured
What they cannot answer
  • Did people understand it?
  • Which concepts were misunderstood?
  • Which teams are struggling?
  • What content performs best?
  • Where are knowledge gaps emerging?
  • What should be improved?
02 — Why This Matters
Why This Matters

Understanding drives execution.

Knowledge
Understanding
Decisions
Execution
Outcomes

Every organization runs on knowledge. When understanding is invisible, execution suffers.

  • Misalignment increases.
  • Compliance risk rises.
  • Messages become diluted.
  • Knowledge decays.

Understanding is one of the most important assets inside an organization — yet almost no systems measure it.

03 — Why Now
Why Now

The timing has changed.

Historically
  • Knowledge could not be extracted automatically
  • Personalization could not be delivered at scale
  • Understanding could not be measured continuously
Now possible
  • Extract knowledge from any source
  • Personalize learning experiences
  • Assess understanding
  • Identify knowledge gaps
  • Generate organizational intelligence

This creates a new category.

04 — Category
Category Creation

A new category.

Traditional LMS
Tracks completion
Knowledge Base
Stores information
AI Content Tools
Generates content
ablemint
Measures understanding

ablemint is not another LMS.

05 — Product
Product

How ablemint works.

Step 01
Source Content
Step 02
Knowledge Extraction
Step 03
Knowledge Units
Step 04
Personalized Learning
Step 05
Understanding Measurement
Step 06
Organizational Intelligence
06 — Experience
Product Experience

From source to understanding.

A Bloomberg terminal for what your people understand — every source becomes a knowledge unit, a personalized briefing, an assessment, and a measurable signal.

Step 01
Upload source
PDF
Video
Transcript
Presentation
Article
Website
Step 02
Knowledge units generated
Mechanism of action — Type II receptorsunit
Clinical endpoint — Phase 3 outcomesunit
Patient profile — Indication eligibilityunit
Safety signal — Hepatic considerationsunit
Step 03
Personalized briefing generated
For: Field Medical, EMEA · 5-part briefing
Pull quote
“Eligibility hinges on biomarker, not line of therapy.”
Core insight
Phase 3 cohort defined by Type II receptor expression.
Tension
Field intuition still anchors on prior therapy lines.
Applied perspective
Reframe HCP conversations around biomarker eligibility.
Closing compression
Right patient, right mechanism, right moment.
Step 04
Assessment generated
Which factor most influences eligibility in the Phase 3 cohort?
Biomarker expression
Prior therapy lines
Hepatic function
Step 05
Understanding measured
Mechanism of action92%
Clinical endpoint78%
Safety signal54%
Step 06
Insights produced
Top gap
Safety signal interpretation
Team at risk
Field Medical · DACH
Best-performing asset
Phase 3 deep-dive
07 — The Understanding Layer
The Understanding Layer

The proprietary asset.

CONTENTKNOWLEDGE UNITSLEARNERSINSIGHTS
Understanding Graph · Live

Every interaction strengthens the model. Over time ablemint builds a living map of organizational understanding.

Content Nodes
Knowledge Units
Learners
Assessments
Understanding Scores
Teams
Departments
Insights

This becomes increasingly valuable as organizations scale.

08 — Beachhead
Beachhead Market

Starting with life sciences.

01
Medical Affairs
02
Scientific Content
03
Commercial Teams
04
Knowledge Adoption
05
Understanding Analytics

Life sciences organizations regularly distribute complex scientific information. Current systems track completion.

They rarely measure understanding.

This creates a high-value initial market — where understanding is regulated, mission-critical, and tied directly to commercial outcomes.

Regulated
MLR · PRC
High stakes
Patient outcomes
Measurable
Field readiness
3.2x
faster onboarding to first competency
+34%
retention vs. completion-only baseline
100%
of source content mapped into measurable units
09 — Expansion
Expansion Strategy

The problem is universal.

Life Sciences
beachhead
Technology
Healthcare
Financial Services
Consulting
Manufacturing
Education
Any knowledge-driven org

Any organization where knowledge drives outcomes can benefit from understanding intelligence.

10 — The Loop
The Feedback Loop

Understanding improves content.

Content
Learning
Understanding
Insights
Content Improvement

Ablemint improves both the learner and the content itself.

Every interaction creates new intelligence — strengthening the next briefing, the next assessment, the next decision.

The loop compounds.

11 — Long-Term Vision
Long-Term Vision

The system of record fororganizational understanding.

Existing system
Communication
Existing system
Knowledge Storage
Existing system
Workflow
Existing system
Project Management
Existing system
CRM
Existing system
ERP
Missing — until now
Understanding
12 — Future State
Future State

What happens when understandingbecomes measurable?

01

What does the organization know?

02

What does it misunderstand?

03

Where are knowledge gaps emerging?

04

Which teams need intervention?

05

Which content creates the best outcomes?

06

Which knowledge is decaying?

13 — Market
Market Opportunity

A horizontal platform opportunity.

ablemint
Understanding Layer

Positioned at the intersection of categories that are each multi-billion dollar markets on their own.

AILayer 01
LearningLayer 02
Knowledge ManagementLayer 03
EnablementLayer 04
Organizational IntelligenceLayer 05
14 — Team
Team

Building the future ofunderstanding.

Founders
2
Michelle Garred
Michelle Garred
CEO · ablemint
Boon Chew
Boon Chew
CTO · ablemint
15 — Roadmap
Roadmap

Building the understanding platform.

Phase 01
Knowledge Extraction
Convert any source into structured knowledge units.
Phase 02
Personalized Learning
Generate tailored briefings and experiences per learner.
Phase 03
Understanding Measurement
Assess and quantify understanding continuously.
Phase 04
Organizational Intelligence
Surface gaps, risks, and opportunities at scale.
Phase 05
Predictive Understanding Models
Anticipate decay, misalignment, and intervention needs.
16 — Vision
Final Vision

The future isunderstanding management.

The last generation of software organized information.The next generation will measure understanding.ablemint is building that future.