The control center for your business logic. GAIV translates human intent into high-performance, automated execution environments instantly.
Our mission is to democratize complex system orchestration. We build the bridges between human conceptual thinking and high-fidelity technical execution.
A coalition of deep-tech researchers building the foundations of a post-UI era.
Visionary Lead
Logic Architect
Core Intelligence
Operations
What Waypoint does
The System
Knowledge Delivery
Your organization's specialized expertise is encoded directly into Waypoint. It becomes a tireless mentor available to every team member anywhere.
No more training manuals. No more missed memos. Just clear, expert answers at the exact moment of mission execution.
Dynamic Scheduling
Waypoint maintains a live digital instance of every operative's status. It doesn't follow a fixed map; it continuously calculates the best path forward.
If a step is missed or a priority shifts, Waypoint identifies the impact and adjusts the individual's feed automatically.
Operating Modes
Waypoint doesn't wait to be asked. It identifies optimal windows and pushes instructions at the precise start-point.
Instant, expert answers to field questions. No manual searching. No supervisor calls. Context-aware support 24/7.
Step-by-step guidance for complex procedures. The manual becomes an active conversation, ensuring 100% compliance.
Standalone Waypoint Module // Rapid Entry Point
Generalised from Rakan Tani's field alert engine, FlagIt empowers any operator—room cleaners, farmers, deckhands, industrial workers, or citizens—to report issues in plain natural language (text, voice, or photo). It instantly classifies the incident and automatically initiates targeted alerts and maintenance workflows.
No rigid dropdowns or complex forms. Operators submit raw voice notes, quick text messages, or photos directly in their native language over familiar channels like WhatsApp or web apps.
Waypoint's NLU engine extracts severity, asset tags, and responsible departments. Optionally connects via RAG (Retrieval-Augmented Generation) to domain manuals, SOPs, and asset catalogs for hyper-accurate, industry-adapted classification.
Automatically dispatches work orders to nearby technicians, notifies supervisors, logs audit trails, and plugs directly into full Waypoint process automation as needs scale.
Pest outbreaks, crop stress, irrigation leaks, machinery breakdown.
Near-miss safety hazards, oil spills, pressure drops, equipment anomalies.
Room defects, clogged drains, HVAC issues, broken locks, cleanliness alerts.
Citizen pothole reports, localized flooding, damaged public infrastructure.
Modelled and designed on top of the Waypoint architecture and taking advantage of its 3 operation modes, Proactive, Reactive and Guided, Rakan Tani is deployed in the field and helping farmers across all states of Malaysia do the right thing at the right time. From understanding next task at hand to be told to delay an activity due to weather or supply shortage. Everything through a familiar and easy to use interface, in their own language and using text, image or voice.
"Urgent! Check your field and report status to your field coordinator."
Each layer provides distinct business value and market opportunities.
Universal Data Acceptance
Business Value
Any communication platform can become a data source.
Business Value
Global organizations, multilingual teams.
Business Value
High-volume information environments.
Intelligent Knowledge Building
Business Value
Organizations need to structure unstructured data at scale.
Business Value
Companies with complex interconnected information.
Business Value
Compliance-heavy industries (legal, finance).
Natural Access to Insights
Business Value
Users with no technical training can access complex data.
Business Value
Professional services needing fast, accurate retrieval.
Business Value
Teams using diverse communication tools.
Let's build high-performance AI execution together
Build the foundations of a post-UI era