PRISM is
  • your AI lab manager.
  • your grant-deadline watchdog.
  • your literature analyst.
  • your meeting scribe & minute-taker.
  • your trial-ops & drug-expiry monitor.
  • your AI lab manager.
Your lab manager · always on

The AI that runs your lab in the background.

It watches every deadline, grant, trial, expense, meeting and paper — drafts the work, and asks before it acts.

One manager across the whole lab, keeping you in control of every action it takes.

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Akshintala Lab & Johns Hopkins
Built by Richu Ravikumar
PRISM Copilot · lab manager
watch3 deadlines within 7 days · grant R01 at 82% spent · tacrolimus lot #A22 expires in 28d
draftexpiry alert → 2 owners · budget note → PI · reminder → 3 task owners
confirmsend_email · drug_expiry_alert · file_note
Send the expiry alert to 3 recipients and file the budget note?
tacrolimus lot #A22 — 28 days · grant R01 — 82% of budget used
ApproveEdit draftDismiss
Every action is proposed with a diff — nothing sends without your OK.

How it works

Every capability is the same five steps.

Perceive, ground, decide, act, remember. A photographed invoice, a group thread, a protocol amendment and an hourly monitor sweep all walk this identical path. Nothing reaches your records except through the confirm gate.

The five-stage pipelineEvery capability follows the same five steps: perceive, ground, decide, act, remember. A photo of an invoice, a group thread, a protocol amendment and an hourly monitor sweep all walk this identical path.PERCEIVEmessage · image · PDFvoice · file changemeeting ends · cron sweepconfidence per fieldGROUNDcoreference: "this"entity resolutiontemporal: “Monday” → a dateproject inferenceDECIDEintent → toolrisk tier L1–L6the JUDGE: speak at all?suppress · ask · actACTpropose, never writeconsequence receiptapproval gateexecute + auditREMEMBERfact + provenancebitemporal writememory consolidationthe JUDGE recalibratesBuild these five well, and the hundredth capability is nearly free.THE BOUNDARYPHI scrub · data-origin tag · nothing reaches the record except through the confirm gate
PRISM
Platform for Research & Internal Systems Management
The operating system for a research lab — from deadlines and grants to the trial.
REDCap-integrated·Sensitive data protected·Confirmation-gated·Full audit log·MFA
One home · one manager

One home for everything the lab runs on — with an AI manager on top of it all.

Not a chatbot you have to prompt. PRISM's manager sits on top of every module and runs on its own — watching, drafting, and checking with you before anything leaves the building. Some of what it handles:

Watches everything

Deadlines, budgets, drug expiry, recruitment targets, failed jobs — around the clock.

Drafts your comms

Emails, reminders, the weekly PI digest, JHU expense reports — grounded in real data.

Reads the literature

PubMed answers, deep reviews, and "has anyone in our field done X?" with citations.

Handles receipts & bills

Photograph a receipt → it extracts, files to Drive, and logs the expense.

Takes meeting minutes

Transcribes, summarizes, and turns discussion into tracked action items.

Runs the trial ops

Tracks REDCap recruitment vs target and tacrolimus inventory & expiry — no PHI.

Learns your lab

Long-term memory of your people, preferences, and past decisions — it gets sharper.

Coordinates the team

Balances workload, drafts assignments, chases owners, and briefs the PI.

Reachable on WhatsApp

Text it like a colleague — personal 1:1 and in the lab group chat.

The platform

Every module the lab needs.

Focused, connected tools that replace a pile of spreadsheets and scattered email threads.

Tasks & roadmap

Project-card tasks, kanban, epics, deadlines, presence.

Grants & conferences

Deadline tracking with urgency thresholds and reminders.

Bills & receipts

AI extraction, Drive-first PDFs, JHU expense export.

INTRO trial

REDCap recruitment + tacrolimus inventory & expiry alerts.

Meetings

Transcription → minutes → action items, automatically.

Supplies & lab cart

Inventory and shared purchasing in one flow.

Literature

PubMed answers, deep reviews, "has anyone done X."

Team & network

Roster, roles, collaborator and task network views.

Trust

Built for a clinical-research lab.

Protected data stays protected

Identifiable or sensitive information — in any project — never reaches a third-party model. PRISM works on counts and metadata.

Confirmation-gated writes

Every outbound action and data write is proposed with a diff and approved by a human.

Role-based + audited

Three-tier roles, workspace isolation, MFA step-up, and an append-only audit log.

Invite-only · Akshintala Lab · LEADD · Johns Hopkins

An AI manager for the Akshintala Lab.

Access is invite-only for lab members. Request yours and work alongside a manager that never sleeps, never forgets, and never oversteps.

Request access →