Applied AI for practical outcomes.
We prototype, validate, and harden AI solutions into clear, measurable outcomes — before they become products designed for regulated environments.
Every system we ship moves data through five auditable stages.
Determinism, traceability, and security are built into the pipeline — not bolted on after a demo.
Current Initiatives
3 active · synced nowHealthcare RAG
Evidence-first retrieval and summarization tuned for curated medical sources with strict traceability and citations.
- Source document traceability
- Hallucination-reduction guardrails
- Summaries for clinical review
Research Agents
Autonomous agents that monitor academic publication feeds and generate tailored intelligence briefings for researcher profiles.
- Automated literature monitoring
- Profile-based relevance filtering
- Structured briefing generation
BrainSolo
Investigating ADHD-friendly planning and time-management patterns using adaptive AI interfaces to reduce executive friction.
- Context-aware task breakdown
- Visual time-blocking assistance
- Low-friction capture workflows
The Lab Process.
We move from hypothesis to hardened solution through a structured, four-stage lifecycle.
Validate feasibility in a sandbox.
Permissioned data, monitored use.
Security, observability, runbooks.
Move to General Availability.
- · Defined success metrics
- · Access to permissioned, relevant data
- · Security baseline established
- · Clear workflow definition
- · Operational ownership transferred
- · Documented limits and constraints
- · Full observability implemented
- · Completed operational runbook
Built for reliability — not the demo reel.
Plant88 is Compute's applied AI lab. We exist to bridge the gap between theoretical AI capabilities and practical, reliable business outcomes in complex industries.
We focus on engineering solutions that can withstand the scrutiny of regulated environments — prioritizing determinism, traceability, and security over hype.
We prioritize
- Determinism
- Traceability
- Security
We avoid
- Vague AI hype
- Unverified medical claims
- Black-box consumer systems
Plant reflects a factory-floor model for repeatable delivery. 88 represents two feedback loops running side by side: prototype → pilot → learn, and harden → operate → improve.
Get in touch.
Interested in piloting an initiative or discussing a specific applied AI challenge within a regulated environment?