PRODUCT ROADMAP

An ambition tested through real work.

This roadmap explains the problems we want to understand, the capabilities we want to explore, and the evidence that would make each step meaningful.

01

LESAT AI Studio

Available

Problem addressed

Make practical AI learning and content creation more accessible.

Intended solution

An existing learning platform with structured materials, prompt guidance, and image and video workflows.

Current factual status

An active product available today.

Expected outcome

A learning experience that helps beginners move from understanding to trying.

What counts as progress

A verifiable platform and learning capability.

02

AI Workflow Engine

Next Exploration

Problem addressed

Interpret everyday Indonesian instructions and produce structured assistance.

Intended solution

Explore need interpretation, task generation, prompt/workflow guidance, clear Indonesian responses, and basic quality evaluation.

Current factual status

Not claimed to have started or completed.

Expected outcome

One demonstrable end-to-end prototype for a real task.

What counts as progress

One end-to-end prototype for a real user task.

03

LESAT Business Copilot

Planned / Early Exploration

Problem addressed

Guide common marketing and customer communication tasks for small businesses.

Intended solution

Guided workflows for marketing drafts, product descriptions, customer reply preparation, and content planning.

Current factual status

MVP plan; not launched.

Expected outcome

Functional workflows, basic reliability testing, and documented user feedback.

What counts as progress

Enough evidence to use it responsibly.

04

Context-Aware Business Workflows

Long-term Exploration

Problem addressed

Explore repeatable assistance that understands business context with user control.

Intended solution

Repeatable workflows, consent-based business context, and more personalized assistance with privacy safeguards.

Current factual status

Long-term exploration.

Expected outcome

Evidence of improved usefulness with clear user control and privacy safeguards.

What counts as progress

Observable usefulness gains without giving up user control.

This roadmap is provider-neutral. We do not claim partnerships, pilots, investment, or external experiments that cannot be verified.