# PB Telecom Laos bounded Level 5 autonomy proof

This public-read-only proof shows a self-driving demo loop that noticed a business signal, synthesized workspace context, decided to run bounded work, delegated actions, held policy boundaries, and updated shared memory for the next cycle.

Cycle: pb-telecom:2026-05-22
Date: 2026-05-22
Level: bounded_l5_public_demo

## L5 Markers

- **Notices without being asked:** The workspace detected that network reliability, prepaid retail movement, churn risk, and enterprise SLA proof needed a coordinated daily response before a human framed a single question.
- **Synthesizes across sources:** Synthesized 6 source categories before writing outputs.
- **Decides whether action is warranted:** Run the full telecom command loop: network watch, prepaid trend analysis, churn prevention, localized social drafts, visual assets, video education, and landing-page refresh drafts.
- **Acts within delegated authority:** Delegated 29 bounded work actions into named agent-owned results.
- **Escalates at the boundary:** Coverage, speed, SLA, outage-resolution, customer-impacting, or externally published claims stay review-gated for a signed-in operator.
- **Updates shared memory:** The proof and strategy artifacts become shared workspace memory for tomorrow’s telecom cycle, including the next reliability and churn questions to investigate.

## Synthesized Sources

- **Daily agent runs:** 29 completed task runs provide the execution record for this cycle.
- **Results and work entries:** 29 durable work entries project the cycle into WorkspaceOps Results and Team Activity.
- **Runtime artifacts:** 61 attachments include text, images, and videos generated or persisted for public inspection.
- **Evidence graph:** 98 evidence links connect results to artifacts, content drafts, social drafts, and tool traces.
- **Strategy memory:** Strategy context 190d49f81c85 is available as additive shared guidance.
- **Telecom media proof:** 29 daily images and 3 videos make the autonomous work inspectable, not just summarized.

## Delegated Actions

- **Daily network operations command brief - pre-cycle research pass:** Command brief assembled with network availability, congestion, backhaul incidents, SLA health, and field actions. High-intensity mode adds a pre-cycle research pass with fresh assumptions, web-search prompts, and evidence checks.
- **Daily network operations command brief:** Command brief assembled with network availability, congestion, backhaul incidents, SLA health, and field actions.
- **Monitor congestion and outage risk - pre-cycle research pass:** Congestion and outage-risk review completed with exception levels, likely causes, and next-best operating actions. High-intensity mode adds a pre-cycle research pass with fresh assumptions, web-search prompts, and evidence checks.
- **Monitor congestion and outage risk:** Congestion and outage-risk review completed with exception levels, likely causes, and next-best operating actions.
- **Analyze prepaid and SIM activation trends - pre-cycle research pass:** Prepaid and SIM activation scan prepared with channel trends, bundle opportunities, and retail replenishment actions. High-intensity mode adds a pre-cycle research pass with fresh assumptions, web-search prompts, and evidence checks.
- **Analyze prepaid and SIM activation trends:** Prepaid and SIM activation scan prepared with channel trends, bundle opportunities, and retail replenishment actions.
- **Produce churn-prevention segment plan - pre-cycle research pass:** Churn-prevention segment plan created with triggers, offers, customer education, and service-recovery actions. High-intensity mode adds a pre-cycle research pass with fresh assumptions, web-search prompts, and evidence checks.
- **Daily network operations command brief - cross-agent review pass:** Command brief assembled with network availability, congestion, backhaul incidents, SLA health, and field actions. High-intensity mode adds cross-agent review so more specialists critique, compare, and improve the output.
- **Produce churn-prevention segment plan:** Churn-prevention segment plan created with triggers, offers, customer education, and service-recovery actions.
- **Build localized data bundle social queue - pre-cycle research pass:** Draft social queue created with channel-specific copy, hashtags, media references, and local-only scheduling metadata. High-intensity mode adds a pre-cycle research pass with fresh assumptions, web-search prompts, and evidence checks.
- **Monitor congestion and outage risk - cross-agent review pass:** Congestion and outage-risk review completed with exception levels, likely causes, and next-best operating actions. High-intensity mode adds cross-agent review so more specialists critique, compare, and improve the output.
- **Build localized data bundle social queue:** Draft social queue created with channel-specific copy, hashtags, media references, and local-only scheduling metadata.
- **Analyze prepaid and SIM activation trends - cross-agent review pass:** Prepaid and SIM activation scan prepared with channel trends, bundle opportunities, and retail replenishment actions. High-intensity mode adds cross-agent review so more specialists critique, compare, and improve the output.
- **Daily network operations command brief - end-of-day evolution pass:** Command brief assembled with network availability, congestion, backhaul incidents, SLA health, and field actions. High-intensity mode adds an end-of-day evolution pass that converts observations into next-cycle improvements.
- **Generate telecom visual assets - pre-cycle research pass:** Telecom visual asset pack attached with prompt provenance, public-read-only image artifacts, and channel use notes. High-intensity mode adds a pre-cycle research pass with fresh assumptions, web-search prompts, and evidence checks.
- **Produce churn-prevention segment plan - cross-agent review pass:** Churn-prevention segment plan created with triggers, offers, customer education, and service-recovery actions. High-intensity mode adds cross-agent review so more specialists critique, compare, and improve the output.
- **Generate telecom visual assets:** Telecom visual asset pack attached with prompt provenance, public-read-only image artifacts, and channel use notes.
- **Monitor congestion and outage risk - end-of-day evolution pass:** Congestion and outage-risk review completed with exception levels, likely causes, and next-best operating actions. High-intensity mode adds an end-of-day evolution pass that converts observations into next-cycle improvements.
- **Build localized data bundle social queue - cross-agent review pass:** Draft social queue created with channel-specific copy, hashtags, media references, and local-only scheduling metadata. High-intensity mode adds cross-agent review so more specialists critique, compare, and improve the output.
- **Analyze prepaid and SIM activation trends - end-of-day evolution pass:** Prepaid and SIM activation scan prepared with channel trends, bundle opportunities, and retail replenishment actions. High-intensity mode adds an end-of-day evolution pass that converts observations into next-cycle improvements.
- **Prepare customer education video concepts:** Customer education storyboard and Sora parallax clips prepared from the daily telecom images.
- **Refresh service/package landing-page drafts - pre-cycle research pass:** Landing page refresh drafts created for data bundles, roaming, postpaid, enterprise connectivity, and support education. High-intensity mode adds a pre-cycle research pass with fresh assumptions, web-search prompts, and evidence checks.
- **Produce churn-prevention segment plan - end-of-day evolution pass:** Churn-prevention segment plan created with triggers, offers, customer education, and service-recovery actions. High-intensity mode adds an end-of-day evolution pass that converts observations into next-cycle improvements.
- **Refresh service/package landing-page drafts:** Landing page refresh drafts created for data bundles, roaming, postpaid, enterprise connectivity, and support education.
- **Generate telecom visual assets - cross-agent review pass:** Telecom visual asset pack attached with prompt provenance, public-read-only image artifacts, and channel use notes. High-intensity mode adds cross-agent review so more specialists critique, compare, and improve the output.
- **Build localized data bundle social queue - end-of-day evolution pass:** Draft social queue created with channel-specific copy, hashtags, media references, and local-only scheduling metadata. High-intensity mode adds an end-of-day evolution pass that converts observations into next-cycle improvements.
- **Refresh service/package landing-page drafts - cross-agent review pass:** Landing page refresh drafts created for data bundles, roaming, postpaid, enterprise connectivity, and support education. High-intensity mode adds cross-agent review so more specialists critique, compare, and improve the output.
- **Generate telecom visual assets - end-of-day evolution pass:** Telecom visual asset pack attached with prompt provenance, public-read-only image artifacts, and channel use notes. High-intensity mode adds an end-of-day evolution pass that converts observations into next-cycle improvements.
- **Refresh service/package landing-page drafts - end-of-day evolution pass:** Landing page refresh drafts created for data bundles, roaming, postpaid, enterprise connectivity, and support education. High-intensity mode adds an end-of-day evolution pass that converts observations into next-cycle improvements.

## Authority Boundary

Agents may generate public-demo briefs, artifacts, drafts, images, videos, and evidence, but may not publish externally, mutate live connectors, claim real outage status, or use subscriber data.

## Escalation Rule

Coverage, speed, SLA, outage-resolution, customer-impacting, or externally published claims stay review-gated for a signed-in operator.

## Shared Memory Update

The proof and strategy artifacts become shared workspace memory for tomorrow’s telecom cycle, including the next reliability and churn questions to investigate.

Next cycle question: Which service-quality signal is most likely to create churn or enterprise SLA risk tomorrow, and what draft-only action should be prepared first?