PDCo
PDC Dev Studio Plan. Design. Construct. AI workspace for students, educators, and builders
PDC Dev Studio · Distil API

The AI workspace that actually teaches.

Have a live voice conversation and point your camera or share your screen — the AI watches in real time and responds in context to what it sees while you talk. Plus live code, all wired into one tab.

For department chairs: see the free one-semester pilot →

✓ Free forever · No credit card

Create your free workspace in one click

The Public plan includes 3,000 credits every month — chat, live code, and voice, on us.

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Every panel, one tab

Chat, voice, code, and Create share the same thread — no copy-paste between panels. Local Zooids run standalone on your own machine, even after you close the tab.

Workspace with Chat, Console and Code side by side: a request for a projectile motion lab, the answer, and the lab running live with angle, speed and gravity sliders
Chat + live codeAsk for a working tool and run it right next to the conversation, source included.
Converse companion with screen sharing active, following a shared screen in real time
Converse + screen shareTalk it through out loud while it follows what's on your screen.
Notepad open mid-draft on an essay about the Dust Bowl, with a live word count
NotepadA distraction-free page for drafting that saves to your thread when you close it.
Coaching Wizard template picker with Q&A, tutoring, study group and class lesson templates, plus higher-tier interview, onboarding and batch coaching templates
Coaching WizardPick a template — tutoring, study groups, class lessons, interviews — and go.
Course Atlas page: 206 schools mapped, 260,551 courses, searchable by school type
Course AtlasOpen any mapped course as a public research thread and build on it.
Department pilot · Free for one semester

Pilot it in one department. Free for a semester.

Every faculty member and student in one department gets access for a semester. We help with onboarding and give you a usage dashboard. You decide at the end whether to continue. No auto-billing, no lock-in.

Start a department pilot →
Four short fields — institution, your name,
email, and what you need.
Power · Runs on your machine

Zooid Colony

/ˈzoʊ.ɔɪd/ · ZOH-oyd · noun — one specialized member of a colony; it only works as part of the whole.

A Zooid is a small, specialized worker that runs on your own computer — drafting, researching, or keeping watch on a task, on your own local models, with nothing metered per run. Zooids live in a Colony: a shared sandbox on your machine where each one keeps its own specialty and picks up where another left off. Keep your Colony Local, share a Zooid with the people you choose, and — soon — connect to the Public Colony.

Local-first, by design. A Zooid does its thinking on your own machine — nothing about your work leaves it by default. When one hits a problem it genuinely can't solve or check on its own, it can ask a more capable outside model for help — but only with that one narrow, stripped-down question, never your task, data, or purpose, and only up to a spending cap you set. Off until you turn it on: the way to get top-tier reasoning on the hard parts without handing your work over to someone else's model.

Under the microscope: Zooids activating one another inside a Colony. Local and Shared today; the Public Colony is in development.

Enterprise · For institutions

Run AI across every campus from one dashboard.

One allocation for your whole institution. Group classes and teams into cohorts, launch Colonies and builds for entire classes, and see usage by campus, cohort and person. Counts only, never content. Included in department pilots.

Institution dashboard map view: sites around the world shown by weekly activity, with one site selected and lines to the sites it shares work with, next to a panel of members, active members, shared threads, builds and allocation used.
Dashboard preview with illustrative data.
PDC Dev Studio

The workspace

A full AI environment — chat, live code, voice, live camera, and screen sharing in one place. Attach images, audio, video, PDF, and ZIP files directly in chat; the studio understands all of them.

  • AI chat with inline image generation and file context (images, audio, video, PDF, ZIP)
  • Live code editor — Python and JavaScript run in the browser, no install required
  • Create: PDF reports, slides (PPTX), spreadsheets, websites, and working apps
  • Converse — voice AI with a real-time camera and screen feed; it sees what you show it while you talk
Start a workspace
Distil API · Tokens are energy, not intelligence.

The domain reference

A prepared knowledge layer for nine regulated industries — built from current authoritative sources, maintained as standards evolve. Compresses text, documents, images, audio, and video frames into a reusable hosted Crystal.

  • Nine regulated verticals — or compress your own sources
  • Benchmark-verified quality
  • Multimodal: text, images, audio, and video frames
  • Delivered as a Context Crystal — a hosted knowledge handle
What's a Context Crystal? API docs
Context Crystal

A private knowledge handle — yours to build or subscribe to.

Subscribe to a vertical — PDC maintains the regulated-industry library, benchmarked against current standards. Query immediately, no setup required.

Compress your own sources — text, documents, images, audio recordings, or video frames. Any source material you own or are authorized to process. Your Crystal is encrypted at rest and in transit, accessible only to the API key that created it, and the compressed state is never returned or downloadable. Delete at any time, at no charge.

You can also use your ChatGPT or Claude conversation archive — export the ZIP, upload it, and your own research and decisions become a private, queryable Crystal. Step-by-step guide →

What is a Context Crystal? →
SOURCE MATERIAL DOC PDF · TXT IMG JPG · PNG AUD MP3 · WAV VID frames POST /v1/compress packages and hosts the source ◈ ctx_7Kp9mR... Context Crystal · 365-day handle POST /v1/context/run task-specific · grounded answer grounded answer
Course Atlas

Mapped coursework from colleges and universities nationwide

Every course is a public research thread you can open, read, and question — the catalog entry, its description, and a tutor pinned to that course. Free to read, no account needed to look.

206Schools mapped
260,551Courses
63Community & technical
Browse the course atlases → For students & educators

Don’t see your school? Request it on the education page.

For developers

Better answers from sources too large to prompt.

Distil API is available as a standalone API. Compress a source, run queries against a hosted context handle, and bring domain-accurate answers into any application — no context window required.

Get an API key → Read the docs
POST /v1/compress
POST /v1/context/run
DELETE /v1/context/{handle}

Simple pricing

Start free, then scale as your team's usage grows. Vertical subscriptions for Distil API are separate — see each vertical page for monthly pricing.

Public3,000 credits / month
$0/mo

A lightweight way to try the studio on a real project — chat, code editor, and voice interface included. Read and write access to public threads, including public research and coursework.

Get started
Starter10,000 credits / month
$9/mo

For individual practitioners running regular sessions — legal, compliance, advisory, or technical work.

  • Higher-quality AI model responses
  • Camera & screen share in chat & voice
  • Save Context Crystals beyond a single thread
  • Unlimited threads
  • Favorite & share companion renders
  • Build from multiple pinned threads at once
  • Coaching Wizard: study buddy & project-kickoff templates
Choose Starter
Pro25,000 credits / month
$19/mo

For heavier daily use — longer sessions, more document context, and more deliverable generation.

  • Everything in Starter, plus:
  • Live multi-person calls in shared threads
  • Coaching Wizard: tutoring & lesson-guidance templates
Choose Pro
Premium45,000 credits / month
$39/mo

For teams that need the most headroom — multiple practitioners, shared threads, and high-volume deliverable work.

  • Everything in Pro, plus:
  • Our most capable AI models
  • Richer, source-grounded answers from your saved Context Crystals
  • Coaching Wizard: interview & onboarding templates
Choose Premium
Power120,000 credits / month
$99/mo

For power users running the highest volumes — maximum throughput and the best value per credit.

  • Everything in Premium — sized for volume
  • Local Zooid device sync
  • Zooid Colony: launch a purpose-driven colony on your own computer
  • Coaching Wizard: batch coaching sessions
Choose Power