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🚀 Autolane Platform - Q1 2026 OKR Progress Dashboard

Week 11: Direct Delivery Sprint | Shenzhen Supplier Trip Complete | AV Detection Pipeline Validated

Today: Wednesday, March 12, 2026 Q1 Progress: Week 11 Target: July 1, 2026 - Launch Ready Status: DIRECT DELIVERY BUILD PHASE

📊 Executive Summary - Q1 2026 Week 11 Status

🎯 OBJECTIVE: Be Ready for the Big Bang Moment — When unsupervised FSD is released, Autolane will be ready. By July 1, 2026 we will have both self-delivery and direct delivery operational, ready for launch with a pilot QSR and grocery customer. Direct Delivery Go microservice actively under construction with 9 open PRs. Harbor Lockers integration designed. Vehicle Registry and Vehicle Coordination services specified and scaffolded.
🏭 WEEK 11 HIGHLIGHTS: Brad & Chad completed Shenzhen supplier trip — secured Enster Electronics for camera manufacturing (20+ years experience). Commerce parking gate issues resolved. v4 ride hail sign progress. Reolink camera sign deployments begin end of March. AV ride-hail detection pipeline fully validated end-to-end. Ops Portal shipped with RBAC, org switcher, and site wizard for rapid zone scaling. New engineer Rauf onboarded for Direct Delivery backend.
O1 Launch Ready
25%
O2 Zones
7 / 25
Sprint Week
Q1 Wk 11
Days to July 1
111

Major Achievements - Weeks 6-11 ✅

  • ✅ Shenzhen Supplier Trip: Secured Enster Electronics (20+ yr camera mfg), resolved commerce parking gate issues, v4 ride hail sign progress
  • ✅ AV Ride-Hail Detection Validated: End-to-end detection pipeline fully tested and validated — Vertex AI + CosmosReason2-8B VLM operational
  • ✅ Direct Delivery Service Scaffolded: Go microservice with Gin + Ent ORM, 11 entity schemas, foundation layer, WorkOS auth, fleet CRUD — 9 active PRs
  • ✅ Harbor Lockers Integration Designed: Gap analysis complete with answers from Harbor team (Dylan Bozarth) — BLE SDK, PIN validation, webhooks
  • ✅ Ops Portal Shipped: RBAC APIs, org switcher, onboarding wizard, site wizard modal — enabling rapid zone scaling
  • ✅ AV Detection Improvements: Departure detection with stall-level state tracking, Vertex AI inference refactor, pipeline fixes
  • ✅ Camera Testing at Stanford: Completed Feb 13 — hardware validated, going with Reolink short-term
  • ✅ Mobile App Hardened: Push notifications, phone OTP, Sentry monitoring, retailer search/filter — 5 internal releases
  • ✅ Self-Delivery API Secured: 6 security fix PRs, admin portal APIs, notification module, phone verification
  • ✅ Retailer Demo Portal Built: New self-delivery-retailer app — kanban fulfillment view, Tesla trunk control, Cloud Run deployment
  • ✅ Team Expanded: Rauf onboarded — full stack engineer focused on Direct Delivery backend

Current Focus - Weeks 11-13 🚀

  • 🔴 Direct Delivery Service Build: Merge open PRs, complete orchestration (distance matrix, route optimization, batch dispatch)
  • 🔴 Vehicle Registry Service: Complete auth, schemas, codegen — deploy to GKE
  • 🟡 Vehicle Coordination Service: Begin implementation from spec
  • 🟡 Harbor Locker Integration: Implement BLE SDK integration, webhook-driven delivery confirmation
  • 🟡 Reolink Camera Sign Deployments: First deployments starting end of March
  • 🟡 Retailer App → Direct Delivery: Update retailer portal for direct delivery flow
  • ⚪ Consumer App Updates: Update mobile app for direct delivery consumer flow

Week 11-13 Focus Timeline

  1. This Week (Mar 10-14): All Hands, merge direct delivery PRs, vehicle registry auth
  2. Mar 17-21: Direct delivery orchestration, vehicle coordination kickoff
  3. End of March: First Reolink camera sign deployments
  4. April: Harbor locker integration development, retailer app updates
  5. May: Consumer app direct delivery flow, end-to-end integration testing
  6. June: Production hardening, July 1 readiness validation

🎯 Objective 1: Be Ready for the Big Bang Moment

When unsupervised FSD is released, Autolane will be ready. By July 1, 2026: self-delivery + direct delivery operational, pilot QSR and grocery customer launch-ready.

💡 THE STRATEGY: Launch both self-delivery (consumer's Tesla picks up their order) and direct delivery (retailer-operated autonomous fleet delivers via smart lockers). By July 1 we will be ready for launch with a pilot QSR and grocery customer — and positioned for the moment Tesla releases unsupervised FSD to enable fully autonomous last-mile delivery at scale.
25% Complete

Key Results Progress

Key Result Target Current Progress Status Risk
KR1: Direct Delivery Service Production ready 30%
30%
 Building MEDIUM
KR2: Retailer App (Direct Delivery) Production ready 20%
20%
 Planning MEDIUM
KR3: Consumer App (Direct Delivery) Updated flow 10%
10%
 Planned MEDIUM
KR4: Harbor Locker Integration Integrated & tested 15%
15%
 Designed MEDIUM
KR5: Vehicle Registry & Coordination Production ready 15%
15%
 Scaffolded MEDIUM

Direct Delivery Service — Build Status

Component Status Detail PR
Service Spec & Research ✅ Complete Full spec, research findings, changelog with critical/medium/low fixes #172
Go Microservice Scaffold ✅ Merged Gin + Ent ORM, 11 entity schemas, Makefile, Dockerfile, k8s configs #171
Harbor Lockers Gap Analysis ✅ Complete Integration design with answers from Harbor (BLE SDK, PIN, webhooks) #184, #185
Foundation Layer 🟡 Open PR Config, database, server, health & metrics #174
WorkOS JWT Auth Middleware 🟡 Open PR JWT validation for retailer authentication #175
VR & VC Client Interfaces 🟡 Open PR Vehicle registry & coordination client interfaces + mocks #177
Retailer Auto-provisioning & Fleet CRUD 🟡 Open PR Retailer records, fleet management, store integration testing #178
Phase 2: Core Domain Logic 🟡 Open PR Fleet settings, lockers, PINs, orders #180
Spec Compliance & Quality 🟡 Open PR Improvements, code quality, spec alignment #182
Orchestration Engine 📝 Draft PR Distance matrix, route optimization, batch dispatch #183
Customer Tracking (SSE) ⚪ Planned Real-time delivery tracking with PIN access —
Webhook System ⚪ Planned 7-retry schedule, DLQ, idempotency —

Vehicle Registry & Coordination — Build Status

Component Status Detail PR
Vehicle Registry Spec ✅ Complete Dual ownership model (user + org), OEM provider interface, token management #173
Vehicle Coordination Spec ✅ Complete OEM-agnostic command layer: dispatch, cargo ops, readiness, telemetry —
VR: Scaffold + Config 🟡 Open PR Go service with initial configuration and API setup #176
VR: API Key Auth, Ent Schemas, Codegen 🟡 Open PR Authentication, entity schemas, OpenAPI code generation #181
VR: OEM Provider Interface ⚪ Planned Tesla + Mercedes pluggable adapters —
VC: Service Implementation ⚪ Planned Dispatch, return-home, cargo ops, readiness checks —

Self-Delivery MVP — Foundation (Complete)

✅ Foundation Layer Complete — Building Direct Delivery On Top:

  • Tesla OAuth + Vehicle Command Proxy: 4,000+ line library, full Tesla control
  • Telemetry Gateway (Go): DLQ, circuit breaker, rate limiter on GKE
  • Self-Delivery Backend API: 85+ PRs merged, trip system, Prisma ORM
  • Mobile App: Trips, SSE, biometric lock, push notifications, Sentry
  • Retailer Demo Portal: Kanban fulfillment, Tesla trunk control
  • Admin Portal APIs: User management, trip control, dynamic states
  • Real-time SSE: Vehicle telemetry streaming operational

July 1 Countdown — Critical Path

⏰ 111 Days to July 1 — Key Milestones:

  1. March: Direct Delivery service core complete, Vehicle Registry deployed
  2. April: Harbor Locker integration, Vehicle Coordination service, retailer app updates
  3. May: Consumer app direct delivery flow, end-to-end integration testing
  4. June: Production hardening, load testing, pilot customer onboarding
  5. July 1: Launch-ready with pilot QSR and grocery customer. Self-delivery + direct delivery operational. Ready for the Big Bang moment whenever it comes

🏭 Objective 2: Deploy 25 Autolane Platform Zones

Target: 25 zones | Current: 7 live zones across 4 sites | Scaling infrastructure ready

7 / 25 Zones

Live Zone Deployments

Site Property Owner Zones Status Notes
The Domain Simon Property Group 2 ✅ LIVE Austin, TX — operational
Stanford Shopping Center Simon Property Group 2 ✅ LIVE Palo Alto, CA — camera testing completed Feb 13
Barton Creek Square Simon Property Group 2 ✅ LIVE Austin, TX — operational
707 Leahy Apartments AIR Communities 1 ✅ LIVE (PAID) Redwood City, CA — first paid residential

Key Results Status

Key Result Target Current Status Week 11 Update Next Step
KR1: Live Zone Deployments 25 zones 7 zones operational Ops Portal shipped for rapid scaling; Reolink signs deploying end of March Scale with updated sign hardware
KR2: Edge Sensor Platform Production ready ✅ 100% Complete Camera testing validated at Stanford (Feb 13). Reolink short-term, Enster long-term Deploy Reolink camera signs
KR3: AV Detection (CV) Production ready ✅ Validated E2E End-to-end ride-hail detection pipeline fully validated. Departure detection added Production monitoring at scale
KR4: Ops Portal Self-service onboarding ✅ Shipped RBAC APIs, org switcher, onboarding wizard, site wizard modal — all merged Use for rapid zone scaling
KR5: Sensor Gateway (GKE) Production ready ✅ 100% Complete GKE Autopilot, CV sensor support, stable in production Monitor at scale
KR6: MQTT Security (mTLS) Certificate-based auth ✅ Complete Completed November 2025 Operational
KR7: Infrastructure cost $150/month/zone ✅ On target Cost efficiency maintained Monitor at scale

Hardware & Sign Updates — Week 11

✅ Shenzhen Supplier Trip Complete:

  • Enster Electronics: 20+ year camera manufacturer secured. Will assist with assembly, QA/QC, injection molding, mechanical and value engineering
  • Marco Partnership: Assisting with assembly, QA/QC, injection molding, mechanical and value engineering
  • Commerce Parking Gate: Issues identified and resolved during trip
  • v4 Ride Hail Sign: Progress on next-generation sign design
  • Camera Strategy: Reolink cameras for short-term deployments (starting end of March), Enster Electronics for long-term manufacturing

🎯 Scaling Infrastructure Ready:

  • Ops Portal: Self-service site onboarding with RBAC, org switcher, wizard
  • Device Code Taxonomy: Standardized camera naming ({org}-{site}-{dir}-{zone})
  • AV Detection Pipeline: End-to-end validated — ready for scale
  • Reolink Sign Deployments: First deployments starting end of March
  • Onboarding Flows: Significant improvements to help with rapid deployment

Zone Pipeline (Verbal + Contracts Out)

Property Owner Site Location Status
Federal Santana Row San Jose, CA Pipeline
Federal Shops at Hilton Village Phoenix, AZ Pipeline
Regency Centers West Park Plaza San Jose, CA Pipeline
Regency Centers Tech Ridge Center Austin, TX Pipeline
Regency Centers Hancock Austin, TX Pipeline
Avison Young Interlock Atlanta, GA Pipeline
Avison Young Culver Steps Los Angeles, CA Pipeline
Northwood Domain Northside Austin, TX Pipeline
Brookfield Stonestown Galleria San Francisco, CA Pipeline
Westfield San Jose San Jose, CA Developing
Macerich Phoenix expansion Phoenix, AZ Developing

🤝 Strategic Partnerships

Uber Partnership

✅ MSA SIGNED — AV Ready Certified Product Partnership

  • Early stages partnership established
  • Focus: AV Ready Certified product development
  • Impact: Major validation for Autolane's platform

Nvidia Partnership Expansion

🚀 Multi-phase Partnership Roadmap

Phase Opportunity Value to Autolane Value to NVIDIA
Near-term SME Access Faster iteration, avoid dead ends Real-world physical AI use case
Near-term Enterprise Licensing (75% off) Production support, secure containers Customer expansion
Medium-term Joint PR / Case Study Credibility, visibility Physical AI success story
Medium-term Omniverse Integration Simulation capability Private property ODD content
Long-term GTC 2027 Booth AV ecosystem access Retail/property vertical showcase

Hardware Partners

🏭 NEW: Enster Electronics (Shenzhen)

  • Partner: 20+ year security camera manufacturer
  • Services: Assembly, QA/QC, injection molding, mechanical & value engineering
  • Role: Long-term camera component supplier for ride hail signs
  • Marco: Assisting with assembly, QA/QC, injection molding
  • Reolink: Short-term camera solution for immediate deployments

Robotics Program

Rose City Robotics (Outsourced)

  • Hardware: Unitree G1 Ultimate humanoid robot
  • Training: AVP connected to Isaac Sim/Isaac Lab
  • Sim-to-sim → sim-to-real training pipeline

Customer Partnerships

Partner Type Status Details
Simon Property Group First customer ✅ Active (6 zones) Domain, Stanford, Barton Creek — 3 properties
AIR Communities First paid residential ✅ Active (PAID) 707 Leahy, Redwood City
Father's Brewing + Tumble Direct delivery pilot Planned Paid direct delivery pilots
Harbor Lockers Locker hardware In design Smart locker integration for direct delivery vehicles

🚨 Week 11-13 Action Plan

Completed Since Week 6 ✅

  • ✅ Board Demo (Feb 10) — Boston demo with Jason Calacanis, Tim Draper, Hyperplane
  • ✅ Camera Testing at Stanford (Feb 13) — Hardware validated, Reolink selected for short-term
  • ✅ AV Ride-Hail Detection E2E Validation — Full pipeline validated with departure detection
  • ✅ Shenzhen Supplier Trip — Enster Electronics secured, commerce gate resolved, v4 sign progress
  • ✅ Direct Delivery PRD & Architecture — Spec, research, and changelog complete
  • ✅ Direct Delivery Service Scaffold — Go microservice with Ent ORM, 11 entities
  • ✅ Harbor Lockers Gap Analysis — Integration design with Harbor answers received
  • ✅ Ops Portal — RBAC APIs, org switcher, onboarding wizard, site wizard
  • ✅ Rauf Onboarded — Full stack engineer, backend focused on Direct Delivery
  • ✅ Mobile App Releases (1.4.9 → 1.5.5) — Push notifications, phone OTP, Sentry, retailer search
  • ✅ Self-Delivery API Hardened — 6 security fixes, admin portal, notifications, phone verification
  • ✅ Retailer Demo Portal Built — New app: kanban fulfillment, Tesla trunk control

Deferred / Changed

  • 🟡 External Pen Test: Kicked out until baseline SOC2 work is completed

This Week — Week 11 (Mar 10-14)

  • 🔴 All Hands Presentation (Mar 12) — Q1 progress review, direct delivery strategy
  • 🔴 Merge Direct Delivery PRs — Foundation, auth, fleet CRUD, domain logic
  • 🟡 Vehicle Registry Auth & Schemas — Complete API key auth, Ent schemas, codegen

Week 12-13 Sprint (Mar 17-28)

Critical Work Items:
  • Direct Delivery Orchestration: Distance matrix, route optimization, batch dispatch — merge draft PR #183
  • Vehicle Coordination Service: Begin implementation from spec
  • Reolink Camera Sign Deployments: First deployments starting end of March
  • Harbor Locker Integration: Begin BLE SDK integration development
  • Retailer App Updates: Start updating for direct delivery flow

Week 11-16 Focus Areas

Timeline Primary Task Deliverable
Week 11 (Mar 10-14) Merge direct delivery PRs, All Hands DD service core functional
Week 12 (Mar 17-21) DD orchestration, VR deployment Batch dispatch working
Week 13 (Mar 24-28) First Reolink sign deployments Updated signs in field
April Harbor locker integration, VC service Locker integration MVP
May Consumer app updates, E2E testing Full direct delivery flow
June Production hardening, load testing July 1 readiness

⚠️ Risk Assessment - Week 11

Risk Status Matrix

Risk Week 6 Status Week 11 Status Mitigation
July 1 Launch Readiness — MEDIUM 111 days to be launch-ready with pilot QSR + grocery customer. Service scaffolded with 9 active PRs. Specs complete. Rauf added to team. Aggressive but achievable
Harbor Locker Integration — MEDIUM Gap analysis complete, answers from Harbor received. BLE SDK integration not yet started. Hardware dependency
Vehicle Registry & Coordination — MEDIUM Specs complete but implementation early. Two new Go services to build. VR scaffolded, VC not started
Hardware Reliability (Cameras) MEDIUM ✅ LOW Camera testing validated at Stanford Feb 13. Reolink short-term, Enster Electronics long-term. Shenzhen trip successful
AV Ride-Hail Detection MEDIUM ✅ VALIDATED End-to-end pipeline fully validated. Vertex AI + CosmosReason2-8B. Departure detection added
Self-Delivery MVP ✅ COMPLETE ✅ COMPLETE 100% complete. Simon demo successful. Board demo complete. Foundation for direct delivery
Team Health ✅ EXCELLENT ✅ EXCELLENT Team expanded with Rauf. All engineers productive. Bi-weekly 1:1s working well
Infrastructure ✅ COMPLETE ✅ COMPLETE All infra production-ready. GKE, mTLS, telemetry, Cloud Deploy operational
Partnerships ✅ STRONG ✅ STRONG Uber MSA signed. Nvidia expansion. Enster Electronics secured

Major Wins Since Week 6

  • ✅ AV ride-hail detection pipeline end-to-end validated — production ready
  • ✅ Camera hardware finalized — Reolink short-term, Enster long-term
  • ✅ Shenzhen supplier trip successful — Enster Electronics, commerce gate resolved
  • ✅ Direct delivery service scaffolded with 9 active PRs — rapid progress
  • ✅ Ops Portal shipped — ready for rapid zone scaling
  • ✅ Team expanded — Rauf onboarded for Direct Delivery backend
  • ✅ Mobile app hardened — push notifications, Sentry, 5 releases

Key Focus Areas

Areas Requiring Attention:
  • July 1 Launch Readiness: 111 days to have self-delivery + direct delivery operational with pilot QSR and grocery customer. Aggressive but well-planned
  • Harbor Locker Hardware: Integration designed but development not started. Hardware dependency could impact timeline
  • SOC2 Baseline: Pen test deferred until SOC2 baseline work is completed
  • ML Lead Hiring: Still delayed to Q4 — Chad covering ML work

👥 Team Status & Allocation

Current Team (Week 11)

Role Name Current Focus Week 11 Status Capacity
CTO / Technical Lead Chad Self-Delivery refactor, DD architecture, hardware Picking up self-delivery refactor + potentially ecommerce backend flow. DD specs, Shenzhen trip, camera validation, ML coverage 100%
Senior Full-Stack Architect Aswad Ali Vehicle Registry & Vehicle Coordination Shifting focus to VR and VC services full-time. Previously: admin portal, notifications, security hardening — 20+ PRs merged 100%
Full Stack Engineer Numan Autolane Portal & Insights Ops portal, insights dashboard, AV detection UI integration 100%
Mobile Engineer Nabeel Mobile App Push notifications, phone OTP, Sentry, retailer search — 5 releases shipped 100%
Full Stack Engineer (NEW) Rauf Direct Delivery Backend 🆕 Onboarded — backend focused on Direct Delivery service development 100%

Team & External Partners

Area Status Notes
Engineering Team (5) ✅ All Performing Well Chad, Aswad, Numan, Nabeel, Rauf — expanding Pakistan team
Robotics (Outsourced) ✅ Rose City Robotics Unitree G1, Isaac Sim training pipeline
Hardware (Outsourced) ✅ Enster Electronics + Marco Camera manufacturing, assembly, QA/QC, engineering
Ukraine Hardware Team ✅ Making Progress IoT device development ongoing
ML Lead Hiring 🟡 Delayed to Q4 Chad covering ML work until hire

Work Distribution (Week 11 → July 1)

Engineer Mar (Wk 11-14) April May June
Chad Self-delivery refactor, ecommerce backend, sign deployments Self-delivery platform extraction, DD integration E2E integration, production hardening July 1 readiness validation
Rauf DD service core (merge PRs, orchestration) DD batch dispatch, webhooks DD customer tracking, testing Production hardening
Aswad Ali Vehicle Registry & Vehicle Coordination build VR/VC deployment, OEM provider interface Integration testing Production prep
Numan Portal enhancements, DD dashboard Customer tracking UI Retailer dashboard Final polish
Nabeel Mobile app refinements Consumer app DD flow Mobile testing & edge cases App deployment

Team Health

✅ Team Operating at High Performance:
  • Team Expanded: Rauf onboarded — 5 engineers now, expanding Pakistan team
  • Bi-weekly 1:1s: Regular check-ins established and working well
  • Independent Execution: Team delivering without constant oversight
  • Quality Focus: Code Rabbit CLI for pre-commit checks, security hardening
  • Healthy Dynamics: Team morale excellent, communication effective