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Curious Context Labs

Industry

AI for logistics and distribution

AI reads incoming orders, shipping documents and supplier emails, keys them into your systems and flags the exceptions, so your team handles problems instead of data entry.

use cases
34
tools
8

known issues

Where the time goes today

  1. Orders arrive as PDFs, spreadsheets and emails, and each one is typed into the system by hand.

  2. Errors in customs and shipping paperwork cause holds at the border or the port.

  3. Customers call for delivery updates that already sit in a carrier portal.

  4. Supplier quotes in different formats make like-for-like comparison slow.

start here

Top use cases

The jobs we would usually look at first for logistics and distribution, best first.

  • Operations

    Order intake into the ERP

    Purchase orders that arrive by email, PDF or spreadsheet are read, checked against your catalog and entered into the ERP for a quick review.

    Automation
  • Operations

    Shipping and compliance paperwork

    Prepares commercial invoices, packing lists and customs forms from your order and product data, ready for a person to check and sign off.

    Agent
  • Operations

    Supplier quote comparison

    A purchasing tool that pulls supplier quotes from email into one like-for-like table, with freight, lead times and terms side by side.

    Custom app
  • Operations

    Stock and reorder alerts

    Watches stock levels and sales across your channels, warns you before items run out and drafts reorders that take lead times into account.

    Automation
  • Customer service

    Email and chat support agent

    An AI agent answers routine customer emails and chats from your help docs and order data, then hands anything unusual to your team with notes.

    Voice/chat agent
  • Finance

    Invoice capture and posting

    Supplier invoices are read from the inbox, matched to the right supplier and account, and drafted as bills in Xero or QuickBooks for a person to approve.

    Automation
  • Leadership

    Daily business brief across systems

    Each morning, AI pulls yesterday's sales, cash, jobs and support figures from your systems into one short brief that flags what needs a decision.

    Automation

27 more entries

More use cases for logistics and distribution

  • Sales

    Proposal and quote drafting

    Turns call notes and site details into a priced first-draft proposal using your own templates, rate card and past wins, ready for a salesperson to check.

    Agent
  • Sales

    Pre-meeting account briefs

    Before each sales call, reps get a one-page brief on the account: who is attending, past emails, open deals, support issues and recent company news.

    Company assistant
  • Sales

    CRM logging and clean-up

    Logs calls, emails and meeting notes to the right CRM record, fills in missing fields and merges duplicates, so the pipeline reflects what really happened.

    Automation
  • Marketing

    Competitor and market monitoring

    Tracks competitor pricing pages, product launches, ads and reviews, then sends a short weekly digest of what changed and why it might matter to you.

    Agent
  • Marketing

    Lead enrichment and segmentation

    Adds company size, industry and role details to new contacts, sorts them into the right segments and routes them to the right nurture list or salesperson.

    Automation
  • Marketing

    Product descriptions and catalogue enrichment

    Supplier spec sheets and rough product data become complete listings: titles, descriptions, attributes and tags, ready for your store and marketplaces.

    Automation
  • Customer service

    Ticket triage and routing

    Every new ticket is tagged, prioritized and sent to the right person or queue, so urgent issues stop sitting in a shared inbox.

    Automation
  • Customer service

    Returns and refund handling

    Return requests are checked against your policy and the order, labels and refunds are prepared, and only the edge cases reach your team.

    Agent
  • Customer service

    New customer onboarding

    Each new customer gets a tracked onboarding plan: kickoff booked, documents and data collected, setup steps chased, and stalled accounts flagged.

    Agent
  • Operations

    Scheduling and dispatch

    Proposes the day's job schedule from skills, locations and parts, then updates crews and customers when plans change.

    Agent
  • Operations

    SOP assistant for frontline staff

    Staff on the floor, in the kitchen or on site ask how to do a task and get the steps from your own procedures, on their phone.

    Company assistant
  • Operations

    Quality and inspection reports

    Inspection checklists, photos and readings from the floor become clear reports, with failures raised as actions and trends shown to managers.

    Custom app
  • Finance

    Collections follow-up by risk

    Overdue invoices are sorted by risk and each customer gets a reminder that fits their history, written in your tone and sent after a person signs off.

    Agent
  • Finance

    Month-end close support

    A close workspace that tracks every task, flags odd balances and drafts accruals and variance notes, so the month closes on time with fewer surprises.

    Custom app
  • Finance

    Purchase order and invoice matching

    Supplier invoices are matched to purchase orders and goods received, line by line, so only mismatches need a person before payment.

    Automation
  • Finance

    Supplier onboarding and bank detail checks

    New suppliers send forms, tax IDs, insurance and bank details once; everything is checked against public registers and your rules before set-up.

    Agent
  • HR and people

    Resume screening with written reasons

    Every application is scored against the job's must-have criteria, with a written reason for each score, so hiring managers can check the reasoning.

    Custom app
  • HR and people

    Interview scheduling

    Candidates book, move or cancel interviews by email or text with an assistant that sees your interviewers' real calendars and confirms in minutes.

    Voice/chat agent
  • HR and people

    Timesheet and payroll checks

    Timesheets are checked against rosters, leave and pay rules before each pay run, and odd entries go to the manager with a plain reason.

    Automation
  • IT

    Joiner and leaver account setup

    An agent that reads new starters and leavers from your HR system, then builds or removes their email, app logins and devices to a checklist.

    Agent
  • IT

    Incident updates

    Turns the noise in your incident channel into clear updates for staff, customers and your status page, on a steady schedule while engineers fix the issue.

    Automation
  • IT

    Internal knowledge search

    An assistant that answers staff questions from your wikis, shared drives and old tickets, links to the source, and says so when it does not know.

    Company assistant
  • Legal and compliance

    Contract review against a playbook

    Reads incoming contracts, compares each clause with your playbook, and drafts tracked-change redlines and a risk note for your lawyer to approve.

    Agent
  • Legal and compliance

    Regulatory update digests

    Watches the regulators and sources you follow, filters out what does not apply, and sends a short weekly digest linked to the policies affected.

    Automation
  • Leadership

    "Ask your data" KPI assistant

    Ask questions like 'Which product lines lost margin last quarter?' in Slack or Teams and get an answer from your own data, with the working shown.

    Company assistant
  • Company-wide

    Document search and Q&A

    Search contracts, manuals, specs and past files by asking a question, and get an answer that quotes the exact page it came from.

    Custom app
  • Company-wide

    Know-how capture from long-serving staff

    Experienced staff answer guided interviews; their know-how becomes searchable notes and how-tos the rest of the team can ask questions of.

    Company assistant

integrations

Tools we connect to

Systems businesses like yours commonly run. Wherever it can, the AI works inside the tools your team already uses. If yours is not listed, ask: most tools with an API can be connected.

  • NetSuite
  • SAP Business One
  • Microsoft Dynamics 365 Business Central
  • CartonCloud
  • Descartes
  • ShipStation
  • Unleashed
  • Outlook

Tell us how your business runs. We'll tell you where AI fits.

A free 30-minute call. You talk, we ask questions, and you leave with a few concrete ideas — or an honest answer that AI isn't the right fix yet.

Working with teams in the United States, United Kingdom and Australia.