Abstract neural data visualization
AI Operations Assistant

Tia.

The first AI operations assistant built natively into a Digital Product Passport platform. She investigates, retrieves, generates, and stages. Every action under your approval. Every action with full audit.

Not a chatbot. An operator.

Most enterprise AI assistants are search bars with personality. They read a help centre. They fill in form fields. Tia is something different. Tia operates the platform. She traverses the product graph. She retrieves authoritative answers from live regulatory documentation through retrieval-augmented generation.

She generates cryptographic serial numbers at scale. She audits product lines for EU ESPR compliance gaps. She stages the corrections for your team to review. The investigation, the diagnosis, the fix preparation: Tia completes them in seconds. The decision stays yours.

No other Digital Product Passport platform on the market today operates this way. Tia is a first.

Precision technology

What Tia does.

Passport Truth and Identity Resolution

Drop a Passport ID into Tia. She traces the product graph. She verifies the identity at the moment of minting. She detects subsequent data drift. She surfaces every active Market Pack assignment and every configured lifecycle module.

Approval-Gated Staged Actions

Ask Tia to audit a product line for EU DPP compliance gaps. She finds the missing operators and incomplete declarations. She stages mutations as Action Cards with precise before-and-after diffs. Tia executes only on explicit human consent.

Enterprise-Scale Serial Generation

Ask Tia for fifty thousand cryptographic serial numbers. She delegates to purpose-built backend infrastructure for secure, deterministic generation. Returns a signed CSV URL engineered for the scale of enterprise manufacturing.

File-to-Action Bridge for Bulk Operations

Upload messy supplier CSVs directly to Tia. She maps columns to DPP fields, validates against regulatory schemas, and stages bulk updates for hundreds of products at once, collapsing weeks of work into seconds.

Regulatory Knowledge Retrieval

Tia uses RAG against live documentation and EU ESPR frameworks. She retrieves authoritative answers for compliance requirements without hallucination. Every answer cites its source.

Scan Behaviour Investigation

Analyses scan telemetry from the resolver layer to identify counterfeiting or grey-market diversion. Translates raw data into actionable intelligence for brand protection teams.

Architectural boundaries, not policy promises.

Tia's safety properties are enforced by the platform itself. They are not a rulebook. They are not a configuration setting. They are properties of the system.

No autonomous writes.

Tia cannot mutate compliance data without explicit human approval. The boundary is architectural, not policy-based.

Immutable auditability.

Every tool Tia uses and every query she runs is durably logged in append-only ledgers for flawless reconstruction.

Tenant-scoped memory.

Isolation is enforced at the database engine level. Brand A's interactions are physically invisible to Brand B.

Security and data flow

For the operator, the analyst, the compliance officer.

Tia is not a consumer feature. She lives inside Mission Control, the operational command surface of TieBack. Operators ask. Tia investigates, retrieves, and proposes. Humans approve. The platform executes. This is how Digital Product Passport operations should work in 2026 and beyond.

Your next supply chain hire is an AI. And she is already at work.