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AplucentA Shannon Cyber product

Aplucent AI Workflow Suite

Government accountability, powered by AI.

Aplucent brings AI-powered legislative research, FOIA tooling, and daily government intelligence digests together in one suite — so journalists, researchers, watchdogs, and everyday citizens can see what government is doing and hold it accountable.

Or read today's Aplucent Digest(opens in new tab)

What Aplucent does

Two tools, one suite for government transparency.

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Research & Accountability

Open the platform(opens in new tab)
  • Legislative Research

    Search and track legislation across all 50 states, D.C., and 5 U.S. territories. A multi-agent scraper network keeps a vector-indexed library current, so you can find bills by meaning — not just keywords — and compare them side by side.

  • Aplucent AI

    An AI research assistant that reasons over legislation and agency documents in one place. Ask questions in plain language and get grounded answers with the source material at hand.

  • FOIA Request Tool

    Draft Freedom of Information Act requests with AI assistance, submit them by email in a click, and track every request and deadline — backed by 100+ FOIA-accepting federal agencies.

  • On the roadmap

    Civic Services

    An emerging guided-services assistant that helps people navigate government programs and claim the benefits they're entitled to, starting with an unemployment-assistance MVP.

  • Automated News Aggregation

    A network of agents continuously monitors federal and state sources — policy changes, regulatory updates, and agency actions — so the developments that matter come to you instead of you hunting for them.

  • AI-Powered Summarization

    Dense government activity is distilled into concise, plain-language briefings you can read in minutes — without losing the detail that matters.

  • Daily Briefings

    Curated intelligence delivered every day, so you start ahead of critical government developments rather than catching up on them.

  • Federal & State Coverage

    Track what's happening across federal agencies and all 50 states in one place, with AI-driven analysis that surfaces the signal in the noise.

How it's built

Built to be trusted — secure, current, and grounded in real sources.

  • Secure by design

    Supabase authentication with email, passkey, and Web3 sign-in — your account and data are protected at every layer.

  • Always current

    Automated agents scrape, aggregate, and index new legislation, agency documents, and government activity every day, so nothing in the suite ever goes stale.

  • Grounded AI

    Claude-powered retrieval over a vector-indexed document store keeps every answer and every briefing tied to real, citable sources.

  • Signal over noise

    Intelligent filtering and ranking cut through the volume to highlight the policy changes and agency actions that actually affect you.

  • Built to scale

    Modern Express and Mastra services with durable cloud document storage, engineered for nationwide coverage.

FAQ

Common questions

Is Aplucent the same as GAP AI and Government Digest AI?
Yes. Aplucent brings GAP AI's legislative research and FOIA tooling and Government Digest AI's daily briefings together in one suite. The former GAP AI and Government Digest AI pages now redirect here.
Which jurisdictions does Aplucent cover?
Legislative Research searches and tracks legislation across all 50 states, D.C., and 5 U.S. territories. The FOIA Request Tool is backed by 100+ FOIA-accepting federal agencies, and the Government Digest tracks what's happening across federal agencies and all 50 states in one place.
How are answers grounded?
Claude-powered retrieval over a vector-indexed document store keeps every answer and every briefing tied to real, citable sources.
Is Civic Services available?
Civic Services is on the roadmap: an emerging guided-services assistant that helps people navigate government programs and claim the benefits they're entitled to, starting with an unemployment-assistance MVP.