VICTA WATCH

Public Signal Intelligence

VICTA-WATCH monitors selected companies, industries, geographies, and topics, collecting public information and converting raw observations into retained intelligence state.

It normalizes observations, deduplicates what it has already seen, evaluates relevance, importance, novelty, and confidence, then decides whether to ignore, retain, surface, or investigate. Build 005 adds a manually triggered, bounded agent run that composes those stages into one persisted orchestration cycle.

• Monitor selected companies, industries, geographies, and topics
• Collect and normalize public information
• Deduplicate previously seen observations
• Evaluate relevance, importance, novelty, and confidence
• Decide whether to ignore, retain, surface, or investigate
• Execute one bounded manual agent run across discovery, assessment, decision, and investigation
• Preserve chronological signal history

BUILD 005 · First Agent Run

13 September 2026

VICTA-WATCH now executes its first bounded agent workflow — composing discovery, assessment, decision, and investigation into one controlled manual run with persisted state, explicit budgets, failure isolation, and a deterministic stop.

RUN → DISCOVERY → ASSESSMENT → DECISION → INVESTIGATION → FINALIZE → STOP

System Paths

VICTA-WATCH separates its foundation, observation, judgment, investigation, and orchestration paths so each milestone can persist state and leave a trace. Bounded manual agent runs are implemented; scheduler-driven continuous watch remains a future boundary.

Current Capabilities

• Public information monitoring
• Watch targets for selected companies/topics
• Public article ingestion
• Normalization
• Deterministic deduplication
• Persistent observation history
• Structured AI judgment
• Relevance, importance, novelty, and confidence scoring
• Disposition states: IGNORE, RETAIN, SURFACE, INVESTIGATE
• Bounded follow-up investigation
• Evidence retention
• Final disposition persistence
• Manual bounded agent run orchestration
• Manual Run Agent execution distinct from discovery-only Run Scan
• Append-only agent-run history and trace
• Run budgets: max 8 assessments and max 1 investigation per run
• Concurrency guard: one RUNNING run per watch item
• Idempotent state to prevent duplicate assessment/investigation

Working Stack

• Cloudflare Workers
• Supabase
• GDELT
• OpenAI API
• OpenAI Responses API
• Web Search
• GitHub
• Vercel, for this public product/spec site only