DeepChatBI Product Evolution — Version 3.6

Strategic Milestone

Validated globally, accelerating toward autonomous profit decisions

This iteration marked significant progress in building the next generation of AI-native analytics for commerce operators.

Following successful validation with key partners in the US and Europe, DeepChatBI is accelerating its roadmap to unify multi-channel commerce data into autonomous profit decisions.

The platform is evolving from insight delivery into actionable intelligence—where attribution, inventory, and ad economics connect inside one operating loop.

---

AI Agent & Platform Evolution

Advanced AI Pipeline Distribution

We successfully upgraded the AI Pipeline architecture. This is not just faster queries—it is personalized decision intelligence at scale.

New capabilities:

• Context-aware workflows: User-level initialization ensures the AI Agent understands each store’s business nuances from day one
• Scalable agent deployment: Enhanced framework support for high-frequency, complex decision tasks across attribution and inventory management

MCP (Model Context Protocol) Readiness

DeepChatBI is actively integrating with the Model Context Protocol.

Strategic direction:

• Ecosystem interoperability: Exposing SKU analysis and profit logic via MCP
• Commerce Decision Brain: Transitioning from a standalone tool into infrastructure that can power third-party AI agents and platforms

---

Expanding the Data Universe

Amazon Integration (Coming Soon)

By popular demand from Fractional CFO partners and multi-channel brands, we are finalizing the Amazon Direct Connector.

Planned capabilities:

• Unified profitability: SKU-level contribution margins bridging Shopify brand-building and Amazon fulfillment
• Full-funnel visibility: Amazon inventory and order data integrated to prevent ad waste on out-of-stock items

Klaviyo Lifecycle Attribution

We are expanding Klaviyo integration to move beyond last-click attribution.

The goal:

Truly understanding how email engagement interacts with paid Meta/Google touchpoints to drive long-term LTV—not just campaign-level ROAS.

---

Reliability & Data Governance

Security Architecture Hardening

As part of our commitment to enterprise-grade security, we completed a comprehensive refactoring of the data persistence layer.

Improvements:

• Safe data masking: New DTO-based desensitization layer keeps sensitive user credentials immutable and secure during system-wide administrative syncs
• Proactive defense: Strengthened transactional integrity to maintain 100% data reliability under high-concurrency environments

Historical Accuracy Optimization

We refined backfill logic for Google Ads metadata.

DeepChatBI now better distinguishes between transient campaign states and immutable historical performance—ensuring Action History remains a perfect record of truth.

---

Market Traction & GTM

Partner Case Study Validation

Recent validation from a $5M+ ARR brand partner showed a 99% reduction in wasted brand-ad spend within 24 hours of implementing DeepChatBI’s AI recommendations.

Market signals:

• Inbound momentum: The “Technical Truth” approach is driving interest from top-tier Meta/Google creative strategists and Fractional CFOs globally
• Strategic expansion: Evaluating partnerships with leading agencies in India, Vietnam, and the UK to bring Profit World Model into client portfolios

---

What’s Next for June

Upcoming focus areas

• Public release of Amazon Connector: Completing final beta testing for multi-channel profit tracking
• Attribution Dashboard v2: Complete UI redesign focused on evidence-based decision making
• Global SDR team expansion: Recruiting technical sales talent to support the growing pipeline in North America

---

Core Vision

DeepChatBI is building:

An AI operating system for Shopify & Amazon brands — where advertising decisions, SKU profitability, attribution, and operational actions connect into one intelligence loop.

Helping brands understand real profit beyond ROAS.