OALM
Ollie Adaptive Language Model
We are building state-of-the-art communication intelligence for augmentative and alternative communication.
OALM is our long-term model platform for adaptive communication. We are developing OALM-1 on licensed foundation technology and refining it with structured AAC workflows and explicitly opt-in interaction signals to deliver structured generation, age-aware outputs, and safety-aligned interaction at scale.
The Problem
Therapists, practitioners, caregivers, and families do incredible work every day — but the technology they depend on hasn't kept pace. They deserve tools that work as hard as they do.
And while AI is transforming other industries, general-purpose models aren't built for the structured reliability, contextual precision, and safety that communication assistance requires.
Technology that doesn't grow with users
Most AAC systems stay frozen after setup. They can't learn from how someone communicates or adapt as their needs evolve.
Too much time on setup, not enough on connection
Therapists and caregivers pour hours into building and maintaining boards — time they'd rather spend supporting the people they care about.
Generic AI that isn't built for AAC
Off-the-shelf LLMs weren't designed for communication assistance — they lack the predictability and safety that families and clinicians need.
Tools that miss the moment
Current systems don't understand context — time of day, conversation flow, or what matters right now — leaving suggestions feeling generic.
The people supporting communication deserve technology that learns, adapts, and improves safely alongside them.
Our Solution
OALM is designed from the ground up to solve these problems. Here's how we're building it differently.
Domain-Tuned for AAC
We are training OALM for communication workflows, not generic chat. It is being shaped to support vocabulary generation, smart suggestions, and structured output.
Structured by Design
We are architecting deterministic, structured outputs to support reliable board creation. OALM is being designed to deliver reliable, validated outputs before user-facing delivery.
Safety-First Architecture
We are embedding safety directly into the pipeline through age-appropriate filtering, context-sensitive moderation, and output validation layers to keep generated communication suitable for homes, schools, and clinics.
Adaptive Context Awareness
We are building adaptive context awareness to deliver more relevant suggestions and smarter communication support in real time.
Technical Architecture
We are building an adaptive model stack designed for performance, reliability, and safe communication at scale.
Model Family: OALM-1 will be our first release in a broader adaptive model roadmap.
Training Strategy: We are refining OALM with structured AAC tasks and opt-in learning signals.
Deployment: We are building for reliability, elasticity, and global-scale availability.
Output Enforcement: Multi-layer validation and safety controls gate outputs before user-facing delivery.
Built for Trust & Scale
OALM is designed to be both responsible and extensible — privacy-first by default, platform-ready by design.
Privacy by design
No sale of user data. No training on private logs without consent. Encryption and strict controls across everything we store.
Opt-in learning
Model improvement is powered by explicitly opt-in interaction data — users and families stay in control.
Platform-ready infrastructure
We're building OALM as a communication layer beyond Ollie — with paths for APIs, SDKs, healthcare, education, and assistive tech ecosystems.
Multi-modal future
Next phases include vision integration, deeper personalization, and on-device capabilities for broader reach.
Interested in bringing OALM to your platform?
Contact Us for EnterpriseWhat We're Building Toward
OALM is a multi-phase platform — starting with structured generation and expanding into personalization, vision, and on-device deployment.
OALM-1
Structured AAC generation
Building nowOALM-2
Personalized contextual reasoning
OALM-V
Vision-assisted vocabulary
OALM-Lite
On-device distilled model
Communication Is Foundational Human Infrastructure.
OALM represents the shift from static tools to adaptive platforms — building toward an intelligence layer that supports expression for assistive communication systems worldwide.