Barnabus Strategic Agent
Roadmap
From MVP to Moonshot: Our evolving ecosystem of thinking agents.
Barnabus Supported Intelligence Inputs
Barnabus ingests multi-modal intelligence — not just data, but context that compounds into understanding.
Text & Documents
Clinical
EHR notes, discharge summaries
Semiconductor
Yield logs, test reports
Compliance
HIPAA/SOC-2 checklists, contracts
Value
Turns unstructured text into structured reasoning.
Images
Clinical
Radiology (X-ray, CT, MRI)
Semiconductor
Wafer/Die maps, defect maps
Industrial
Optical inspection photos
Value
Converts pixels into measurable signals.
Videos & Streams
Clinical
Surgical footage, endoscopy
Manufacturing
Process video, defect detection
Cyber/IoT
Security camera feeds, real-time events
Value
Real-time situational awareness.
3D & Sensor Data
Semiconductor
Wafer sort / probe data
IoT
Vibration, temperature, LiDAR
Robotics
Automation feedback loops
Value
Precision + contextual grounding.
Foundational Agents
Build the base intelligence: memory, knowledge retention, and reuse.
 Knowledge |  Agent Name |  Problem Solved |  Barnabus Value |  Stage |
|---|---|---|---|---|
 Knowledge | Shadow Knowledge | Tacit knowledge is lost or siloed | Captures tribal behavior, formalizes SOPs | MVP |
 Memory | Memory Bridge | Learnings not reused across projects | Enables cross-domain transfer learning | FUTURE |
 Context | Thought Trace | No trace of why past decisions were made | Stores contextual breadcrumbs for explainability | MOONSHOT |
Operational Flow Agents
Build intelligent action through automation and coordination.
| Knowledge | Agent Name | Problem Solved | Barnabus Value | Stage |
|---|---|---|---|---|
| Flow/Design | Shadow Knowledge | Tacit knowledge is lost or siloed | Captures tribal behavior, formalizes SOPs | FUTURE |
 Automation | Memory Bridge | Learnings not reused across projects | Enables cross-domain transfer learning | FUTURE |
 Federation | Thought Trace | No trace of why past decisions were made | Stores contextual breadcrumbs for explainability | MVP |
Meta/AI Management Agents
Build the agents that manage and improve other agents.
| Knowledge | Agent Name | Problem Solved | Barnabus Value | Stage |
|---|---|---|---|---|
 Debugging | AI-to-AI Debugger | Black-box models can't explain themselves | Interprets, audits, and corrects AI outputs tribal behavior, formalizes SOPs | FUTURE |
 Planning | Meta-Agent Planner | Uncoordinated agent actions | Aligns agent actions with system goals | MOONSHOT |
Human-Centric Agents
Build emotional, explainable, and intent-aware AI.
| Knowledge | Agent Name | Problem Solved | Barnabus Value | Stage |
|---|---|---|---|---|
 Emotion/Intent | Intent & Emotion Modeler | Emotion and motivation behind decisions lost | Captures affective context to align reasoning | MVP |
 Mentorship | Design Mentor | New engineers lack embedded know-how | Mentors others based on expert design patterns | FUTURE |
Join the R&D:
Be Part of the Future of Agentic Intelligence
Barnabus is built for those who think deeply, move fast, and refuse to settle for shallow AI.
We’re not building another assistant. We’re building an intelligence layer, one that thinks, acts, and learns alongside you. This phase is for engineers, analysts, researchers, and systems thinkers.
If that’s you, we’d love to build with you.
Company Name
First Name
Last Name
Website (optional)
Tell us about your Interest
Tell us how you plan to use Barnabus or what your organization focuses on.
By clicking ‘Participate’, you are accepting Barnabus's Terms and Privacy Policy.