DigiCube Agent Console

Government case-intake demo: an agentic AI processes incoming service applications end-to-end with a human checkpoint. Built for a 2-3 minute screen recording.

Run it

npm install
npm run dev

Open http://localhost:5173. No API key required - the demo runs on deterministic canned outputs out of the box (badge shows LLM FALLBACK). Set ANTHROPIC_API_KEY in .env for live Claude classification, extraction and drafting (badge shows LLM LIVE).

Cost control

Three modes, via AGENT_LLM_MODE and AGENT_LLM_BUDGET:

• live (default): calls Claude. AGENT_LLM_BUDGET caps live calls per server instance (default 60, ~30 full runs) - bounds spend even if the public URL leaks.
• replay: never calls the API. Serves seed/live-cache.json - real Claude outputs captured once with npm run capture, committed to the repo. Badge shows LLM REPLAY. Misses fall back to canned data.
• To cap spend at the provider level, set a workspace spend limit in the Anthropic Console (Billing > Limits) for the key's workspace.

The public deployment is configured with AGENT_LLM_MODE=replay.

Demo script (3 runs, all code paths)

1. GOV-2026-01427 - Trade licence renewal. Clean straight-through: fields extracted, rules pass, approve-ready. Stamp it.
2. GOV-2026-01436 - Activity amendment. Watch the cross-case signal: the registry detects a parallel renewal on the same licence.
3. GOV-2026-01444 - Incomplete application. Rules fail on missing documents -> request-more-info path with a drafted deficiency notice.
4. GOV-2026-01440 - Fee waiver. Revenue 3.1% over threshold -> escalated to senior officer (discretionary).
5. GOV-2026-01431 - Building permit. 9.2m vs 8.0m zoning limit -> escalated (s7.3 variance).

What to point at while recording

• Click any extracted field -> the source document highlights the exact evidence span (provenance).
• Each step shows the tool called, its permission scope (READ-ONLY / RULES / DRAFT-ONLY / WRITE), latency and output hash.
• The SLA clock races the 25-minute manual baseline in the run header.
• Bottom bar: hash-chained audit log. Verify chain, export JSON.
• Officer checkpoint: nothing is dispatched until the stamp lands.
• EN/AR toggle flips the whole console to RTL; IDs and phones are masked.