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PrototypeFor ABA clinicians turning therapist-approved goals into meaningful child play

Koki

An ABA therapist session companion with a child adventure surface (Moonberry Village) and caregiver home demo. Koki turns therapist-approved functional goals into play while keeping clinical judgment with qualified professionals and keeping the child’s agency visible.

Every Habib Labs product is created research-first, with an evidence-based approach.

Join Koki waitlistView screenshots
Koki interface

Problem

Clinical goals and child engagement often live in different worlds

ABA teams need session structure, fidelity, and review—while children need play that feels like play. Tools that over-automate clinical judgment or hide child agency create risk. Tools that ignore clinical workflow create busywork.

Solution

Session companion plus play, with clinicians in control

Koki connects RBT session cockpits and BCBA review to Moonberry Village play activities and a caregiver home demo. Goals stay therapist-approved. Help, Break, Change, and Stop remain visible to the child. Synthetic demo data only—not an EHR, billing platform, medical device, or diagnostic system. Koki is not Shiona.

Workflow

How it works

  1. 1

    Clinical overview

    BCBAs and directors review caseload signals, fidelity, and generalization context in the clinical demo.

  2. 2

    RBT session companion

    Run a structured session cockpit around therapist-approved goals without replacing professional judgment.

  3. 3

    Moonberry Village play

    Children enter an adventure surface (Snack Time, Cozy Clean-Up, Build a Home) with agency controls visible.

  4. 4

    Caregiver home demo

    Moonberry at Home explores caregiver observation submission in a synthetic demo flow.

Features

Capabilities

  • Therapist-approved goals

    Play is driven by clinician-configured functional goals, not opaque automation.

  • Child agency controls

    Help, Break, Change, and Stop stay visible so engagement never hides the child’s voice.

  • Fidelity and review surfaces

    Demo pathways for fidelity, generalization signals, and BCBA review.

  • Habiby-powered play world

    Moonberry Village keeps clinical branding out of the child-facing experience.

  • Synthetic data prototype

    Local Electron / web demo only. Not approved for real clinical records.

Roadmap

Where this is going

Now

Workflow and game prototype

Clinical routes, session companion, Moonberry play, and caregiver demo are implemented for engineering review.

Next

Human playtesting gate

Complete required human rounds before any real-child pilot.

Later

Hardening and pilots

Security, auth, and evidence pathways before any clinical deployment claims.

Screenshots

Interface

Koki application icon
Implemented prototypeKoki ABA therapist companion prototype (local demo)Open full size
Habiby character from Moonberry Village
Functional research buildMoonberry Village child surface featuring HabibyOpen full size
Habiby celebrate pose
Functional research buildChild-facing play art keeps clinical branding out of the adventure worldOpen full size

FAQ

Questions

Is Koki the same as Shiona or FourToSeven?
No. Koki is an ABA therapist session companion with Moonberry Village play. Shiona is an SLP evaluation workspace. FourToSeven is a separate wellness/research observation product for ages 4–7.
Does Koki diagnose autism or write treatment plans?
No. It is not diagnostic, does not automate FBAs or AI treatment plans, and is not a medical device. Clinical judgment stays with qualified professionals.
Can clinics use it with real client data?
Not as shipped. The current build is a synthetic-data prototype and is not HIPAA-compliant. Do not enter identifiable child or clinic records.

Join Koki waitlist

Product beta interest is separate from research participation. Submitting interest does not enroll you in a study.

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