AI for any team

What Soren takes on

Where the work slows down for teams in any industry

Where Soren usually starts for teams in any industry. Your team reviews and approves; Soren does the collecting, checking, drafting, and routing.

01 / 04Where we start

Overview

Every engagement starts with an assessment: we map your team's work and rank what to build by value against effort.
The examples here come from teams outside our core industries: e-commerce, a marketing agency and a manufacturer.
We build inside the systems you already use, usually starting with a company brain.
If your team runs on several systems with manual work between them, there's likely a fit.

Your teamEvery decision stays with your people; the agent does the handling in between.

Your assessment roadmapSoren

1Campaign and order data entryFirst build
2Company brain over shared drives
3Weekly operations report
4Vendor onboarding

Ranked by value against effort. The first one goes live in 2–3 weeks.

02 / 04Workflow

Marketplace campaigns

Reads your pricing sheets and campaign rules
Fills each marketplace's template, even where there's no API
Exports files ready to upload

Your teamYour team approves every submission

Campaign submissionsSoren

Read the master price sheet in OneDrive
Filled TikTok Shop, Shopee and Lazada templates
2 prices below the margin floor
Flagged
Exported upload files for each seller center
Waiting for approval
Needs you

03 / 04Workflow

An agency brain

Connects campaign results across every client
Answers strategy questions with the data behind them
Keeps each client's data walled off from the others

Your teamAccount leads decide what goes to clients

Agency brainSoren

Which subject lines worked best for retail clients last quarter?

Short, benefit-first lines with a number. They averaged a 31% open rate against 22% for the rest, led by the holiday campaigns.

SourcesQ3 campaign data, 15 clientsHoliday recap

04 / 04Workflow

Quality data

Collects results from lab instruments and batch records
Builds one daily view of every test
Flags anything out of spec as soon as it lands

Your teamQuality leads decide on every flagged batch

Quality testing · TodaySoren

Tests run: 74
Passed: 71
Out of spec: 3

Batch 2291: viscosity out of spec

Built fromLab instrumentsBatch recordsQA log

Review batchQuality decides on every flagged batch

How it works

How we work with teams in any industry

01
AI Transformation Assessment
A 30-minute call, then a working session with your team. You leave with a one-page roadmap: what we build first, the timeline, and how we'll measure it.
02
First workflow live in 2–3 weeks
Our engineers build inside the systems you already use, usually starting with your company brain, and your team approves every step it takes.
03
Engineers stay embedded
We run what we built, measure it against the roadmap, and move on to the next workflow that matters most for your business.

Don’t see your workflow? We build a company brain and workflows for any team. Let’s talk.

Frequently asked questions

Do you work outside these industries?

Yes. Beyond our core industries, Soren has built for e-commerce, marketing agencies, manufacturing and more. If your team runs on several systems with a lot of manual work between them, there's likely a fit.

Where do we start?

With an AI Transformation Assessment: a 30-minute call, then a working session with your team. You leave with a one-page roadmap, ranked by value against effort, and the first workflow usually goes live within two to three weeks.

Who owns what you build?

You do. Everything is deployed in your own environment, the code is yours, and it keeps running if you stop working with us.

Other industries