Roadmap

Where ExPow is headed

AI agent for e-commerce — automating sales, consultations, and support. 2026 goal: first paying customer and unit-economics validation by end of Q3.

Priority

  • Critical
  • Important
  • Nice to have

Status

  • In progress
  • Planned
  • Research
  • Done

Phase · Foundation

Q2 2026

  • CriticalIn progress

    Chat history and state

    Persistent threads across sessions with correct state recovery.

  • CriticalIn progress

    Bot logic

    Prompt and flow refactor, provider errors and timeouts.

  • Nice to havePlanned

    User settings

    Tenant-level defaults, preferences, and feature flags.

  • Nice to havePlanned

    Roles

    Seller, consultant, director, advisor — distinct prompts and permissions.

  • CriticalPlanned

    OpenAI + Claude (and more)

    Multi-provider integration, routing, spend limits, and key protection.

Phase · Operations

Q2 2026

  • CriticalPlanned

    Hosting

    CI/CD, dev/staging/prod, secrets management, and health checks.

  • CriticalPlanned

    Rate limiting and hardening

    Per-user/IP limits and defenses against prompt injection and jailbreaks.

  • ImportantPlanned

    Human fallback and leads

    Escalation to humans with lead capture (name, email, summary) for sales.

Phase · First client

Q2–Q3 2026

  • CriticalPlanned

    Pilot workspace

    Isolated workspace to exercise API and UI before a wider rollout.

  • CriticalPlanned

    Shopify

    Catalog synchronization.

  • ImportantPlanned

    BotLabs

    A/B prompts and scenario simulation without touching production.

  • ImportantPlanned

    Testing

    Smoke, regression, and load testing before each milestone.

Phase · Analytics

Q3 2026

  • ImportantPlanned

    Advanced analytics

    Funnels, drop-off points, conversion, basket size, model usage.

  • Nice to havePlanned

    Landing iteration

    Clarity, conversion, and trust based on early customer feedback.

Phase · Launch

Q3 2026

  • CriticalPlanned

    Public launch

    Documentation, support channel, status page, and runbooks.

  • ImportantPlanned

    Paid acquisition

    Campaigns after validating tracking and attribution.

Phase · Integrations

Q4 2026

  • ImportantPlanned

    WooCommerce

    REST integration or a WordPress plugin for Woo stores.

  • Nice to havePlanned

    Other CMS

    Abstract integration layer and demand-prioritized connectors.

  • Nice to havePlanned

    Magento

    Integration when qualified demand appears.

Phase · Custom model

Q1 2027

  • Nice to haveResearch

    Proprietary model option

    In-house or fine-tuned model among providers with clear pricing.

  • Nice to haveResearch

    E-commerce fine-tuning

    Dataset and pipeline: product Q&A, objections, upsell.

  • ImportantResearch

    Latency optimization

    Prompt caching, streaming, and infrastructure profiling.

Phase · Intelligence

Q2 2027

  • Nice to haveResearch

    Recommendations

    Product suggestions from catalog and shopper behavior.

  • Nice to haveResearch

    Learning from orders

    Feedback loop on completed orders to improve bot quality.

Ordering and dates may shift as we learn from customers.

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