AI Intelligence

Meet Sparrow.
Your AI Freight Assistant.

Ask questions in natural language. Get instant, contextual answers about your consignments, spend, carrier performance, and more. No reports. No waiting.

Sparrow AI — Online
What's our DIFOT to Bunnings Tamworth over the last 30 days?
freight_search
Your DIFOT to Bunnings Tamworth is 94.7% across 312 consignments. 16 late deliveries — 11 carrier delays (Allied Express), 5 receiver-not-available. I've flagged the Allied pattern for review.
Break that down by carrier.
analytics_query
Allied Express: 87.2% DIFOT (178 cons) — 11 late
StarTrack: 98.5% DIFOT (134 cons) — 2 late
Allied is underperforming by 11.3pts. Want me to pull their open cases?
Ask anything about your freight...

Intelligence That
Understands Freight.

Sparrow AI isn't a generic chatbot. It's an AI agent purpose-built for freight operations — with tool-calling capabilities that query your live data.

TRACKING

Shipment Tracking

Track by consignment number, order ID, or reference. Get current status, location, ETA, and full event history.

ANALYTICS

Performance Analytics

Ask about DIFOT, transit times, exception rates, and cost breakdowns — by carrier, client, lane, or time period.

CASES

Case Management

View open cases, critical escalations, and carrier-specific issues. Filter by priority, status, or client.

AT-RISK

At-Risk Identification

Surface the top at-risk shipments prioritised by severity. Get context on why each consignment is flagged.

MULTI-TURN

Contextual Follow-Ups

"Break that down by carrier." "Compare to last month." Sparrow AI maintains context across a conversation.

ACTION

Actionable Priorities

"What should I focus on today?" — Sparrow AI generates prioritised action lists grouped by severity and carrier.

Real Questions.
Real Answers.

Here's what your team can ask Sparrow — and the kind of intelligence they'll get back.

Operations Manager
"What are the top 5 at-risk shipments right now?"
Returns a prioritised list with consignment numbers, days overdue, carrier, and current status. Offers to drill down on any item or filter by carrier.
Customer Service
"Where is order 373765000481?"
Resolves tracking number to consignment, shows current status (In Transit — Toll), last scan location, and estimated delivery. Offers to check for open cases or pull POD.
Procurement Lead
"How much have we spent on pallets between Sydney and Melbourne this month?"
Breaks down spend by carrier, service level, and weight band. Flags any surcharge anomalies and compares to previous period.
Account Manager
"Cases per 100 shipments by carrier this quarter?"
Cross-domain calculation: combines case data with consignment volumes. Returns ratio by carrier with trend indicators. Highlights outliers.
Executive
"How are we doing overall this week?"
Summary: delivery rate, volumes, at-risk count, and open cases. Highlights week-over-week changes and flags anything requiring attention.
Logistics Manager
"What should I focus on today?"
Generates a prioritised action list: critical cases first, then at-risk shipments grouped by carrier, then performance alerts. Actionable and specific.

Page-Aware.
Role-Aware. Secure.

Sparrow AI appears on every page of TwinShip with context-aware behaviour. On the Operations Dashboard, it answers operational queries. On the Commercial Dashboard, it surfaces commercial insights.

Every query is scoped to the user's role and tenant. Client users only see their own data. Tenant admins see their tenant. Sparrow AI enforces the same access controls as the platform itself.

Under the hood, Sparrow uses a tool-calling architecture — it queries your live TwinShip data through secure API endpoints, validates responses, and formats them into clear, actionable answers.

All interactions are logged for analytics and continuous improvement — but chat sessions are ephemeral for users. No conversation history is stored on the client side.

01

User Asks a Question

Natural language input from any TwinShip dashboard page.

02

Context Injection

Page context, user role, and tenant ID are injected automatically.

03

Tool Selection

Sparrow selects the right API tools — freight_search, analytics_query, case_lookup.

04

Data Retrieval

Live queries against TwinShip's API with tenant-scoped WHERE clauses.

05

Intelligent Response

Results summarised into clear, contextual answers with follow-up suggestions.

Your Choice of Engine.

Sparrow supports multiple AI providers. Choose the model that fits your requirements for performance, compliance, and cost.

GPT-4o / GPT-5
OpenAI
Claude Sonnet / Opus
Anthropic
Gemini Pro
Google
Grok
xAI

Ready to Ask
Smarter Questions?

See how Sparrow AI transforms the way your team interacts with freight data. No reports. No waiting. Just answers.