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Industries

Start with the business context.

AI opportunities vary by industry, workflow and operating model. We begin with the priorities and constraints of your organization.

Discuss Your Industry
Where we look firstBefore any solution
01 Decisions The choices your team makes every day.
02 Information The data and knowledge you rely on.
03 Processes The workflows that shape daily performance.
E-commerce & retailConsumer goodsWholesale & distributionHospitalityProfessional services
Where we start

One approach. Different businesses.

Every business is different, but the opportunities follow a pattern: less manual work, better margins and clearer decisions. Here is what that can look like in the markets we focus on.

01

E-commerce and retail

Online and physical stores competing on price, availability and service across many channels.

  • Efficiency Write and maintain product listings, descriptions and translations across marketplaces automatically.
  • Profitability Forecast demand by product and channel to cut stock-outs and excess inventory.
  • Decisions See margin, returns and customer feedback per product in one view before changing price or range.
02

Consumer goods

Brands selling through retailers, distributors and direct channels, with marketing spread across all of them.

  • Efficiency Turn sell-out reports from many retailers and distributors into one consistent dataset without manual work.
  • Profitability Measure which promotions and trade spend actually lift sales, and stop funding the ones that don’t.
  • Decisions Spot trends in reviews, social conversation and service requests early enough to act on them.
03

Wholesale and distribution

High order volumes, thin margins and customers who expect fast, accurate answers.

  • Efficiency Read orders that arrive by email, PDF or spreadsheet and enter them in your system automatically.
  • Profitability Flag low-margin orders, unusual discounts and slow-moving stock before they become losses.
  • Decisions Plan purchasing and routes from forecasts that combine order history, seasonality and supplier lead times.
04

Hospitality

Hotels, restaurants and venues where guest experience and staffing decide the result.

  • Efficiency Answer common guest questions and booking requests instantly, in the guest’s language, around the clock.
  • Profitability Match staffing and purchasing to forecast occupancy and covers to reduce waste and overtime.
  • Decisions Turn reviews and guest feedback into a clear list of what to fix first, by location.
05

Professional services

Firms whose product is expertise and time: consulting, legal, accounting, agencies and more.

  • Efficiency Draft proposals, reports and meeting follow-ups from your own templates and notes.
  • Profitability Track effort against scope on each engagement to catch overruns and unbilled work early.
  • Decisions Search past projects and documents in plain language to reuse what the firm already knows.
Questions we start with

Your context shapes the solution.

  1. 01What workflow matters most?
  2. 02Where does your team spend time gathering information?
  3. 03What decisions need clearer context?
  4. 04Which systems and data sources must stay in place?
  5. 05What regulations or internal policies govern the work?

Tell us about your business, your team and the challenge you want to address.

Start an Industry Conversation