Bring one workflow

Logicly · AI engineering, UK

Messy work in.
Working agents out.

AI engineering for teams with real work to do. We build AI agents that do operational work inside your business, and we build with them: the composable platforms and applications they plug into.

Bring us one workflow

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Street level on the avenue at night: a white direction sign over the road, the LED band across the tower ahead reading Every business runs on a beautiful mess.

Every business runs on a beautiful mess.

Where to find us

  • Build AI agents Operations, finance, customer service
  • Composable applications Headless · MACH · Commerce
  • AI engineering Built with agents
  • Reconciliation
  • Invoice processing
  • Inbox triage
  • Meeting booking
  • Agent workshops

Platforms we work with

  • Contentful Street
  • Storyblok Lane
  • Sitecore Place
  • Headless Shopify Row
  • Next.js Way
  • Vercel Yard
  • Azure Avenue
  • AWS Wharf
  • Salesforce Square
  • Dynamics 365 Court
  • Microsoft 365 Mews
  • Google Workspace Gardens

C14 2.40

The lit desk at night: two monitors, a laptop, a binder, an invoice, a phone and a sticky note under a desk lamp

One source.
Every screen.

We build headless, composable platforms: your content and data live in one place and reach the web, apps, phones and print through clean APIs. Your team and your agents use the same ones.

  • The supplier price list open in a spreadsheet, row 14 flagged with a comment

    Automate your reconciliation

    Price lists, statements and orders matched for you. Only the mismatches reach you.

  • An email inbox with the supplier’s invoice query at the top

    Organise your inbox

    Supplier queries filed and answered. The two that need you sit at the top.

  • The Graft website open on a laptop: Everyone’s selling you AI. Nobody’s proving it pays.

    Find where AI pays off, with Graft

    Graft finds where AI actually pays off in your business.

    Visit graft.bot

  • A phone lock screen at 17:47 with a notification from Fold & Ship Ltd

    An AI assistant that asks before it acts

    It reads the supplier's message and files the invoice for you, and asks before anything is paid.

  • Invoice 4471 from Fold & Ship Ltd, stamped received: lines 1 and 2 ticked, line 3 (Cartons, 400mm at £2.40) highlighted with a question mark, and a coffee ring across the prices

    Generate and check invoices

    Every line checked against the purchase order before anyone pays.

  • The open binder at Agents: the divider on the left page, the copy on the right, five coloured tabs down the edge

    What we build and how we work

    What we build, how we work, and how your data stays yours.

  • A desk calendar for October 2026, Friday circled for the close

    Book client meetings

    It finds a time that works for everyone and sends the invite.

  • A yellow sticky note that reads: build AI agents!!

    Build AI agents

    And the website. We do both, and we build with agents.

Book client meetings

Pick a time for an agent workshop

A person confirms it by email.

Request a time

The phone on the desk, its lock screen showing the time

An assistant that only interrupts when it matters.

It reads the supplier's message, files the invoice and only asks you when a decision is needed.

The yellow sticky note on the monitor bezel beside the spreadsheet

Two jobs on one sticky note.

Build the AI agents. Build the website. We do both, and we build with agents.

Invoice 4471 on the desk, line 3 highlighted, beside the keyboard

Nobody pays line 3 until someone's looked.

Each line is matched against the purchase order. The ones that don't match come to you, with the reason.

The open binder on the desk, its five coloured tabs down the edges: Agents, Platforms, AI engineering, Security and How we work

What we build and how we work.

  • Agents

    Hand over the jobs that eat the week.

    Every business has work too fiddly for software and too dull for people: matching statements, checking invoices, sorting the shared inbox. We build AI agents that take those jobs on inside your systems. They follow your rules and stop for a person whenever a decision needs one.

    Jobs an agent can own

    • Reconcile price lists, statements and purchase orders
    • Read, generate and check invoices
    • Triage and answer a shared inbox
    • Book client meetings across calendars
    • Answer questions from your own documents

    Start with one. Bring us the job that's lived on a sticky note for months

  • Platforms

    Change one part without rebuilding the rest.

    Your content, products and customer data live in one place and reach every screen through clean APIs. We build with Contentful, Storyblok and Sitecore for content, headless Shopify for commerce, and Next.js on Vercel or Azure. When something needs to change, you replace that piece, not the whole site. Because every part speaks API, your agents can use it too.

    Planning a rebuild? Talk to us before you commit to the next one

  • AI engineering

    We don't just build agents. We build with them.

    Our engineers work alongside agents that write tests, run migrations and review code. You get the speed without the shortcuts: every change is versioned, tested and signed off by a person before it ships. It's the same discipline whether we're building your website, your platform or your agents.

How we work

Start small. Prove it. Then scale.

  1. Find the work. We map one workflow or platform as it runs today.
  2. Design it composable. Each part can be swapped on its own, and every agent plugs into clean APIs.
  3. Build it like software. Version control, automated tests and evaluations for every prompt. A person signs off every change.
  4. Connect it to what you use. Microsoft 365, Dynamics 365, Salesforce, Contentful, Storyblok, Sitecore and Shopify.
  5. Ship it and run it. In your own cloud, with checkpoints where an agent stops and asks, and the cost of every run tracked from day one.

Bring us one workflow. We'll map it with you in a free workshop

The inbox

  • Fold & Ship Ltd Re: Invoice 4471 query Invoice 4471 attached. Same price as last time.

    Hi,

    Invoice 4471 attached. Same price as last time.

  • Your assistant Booked: client review, Tuesday 10:00 I found a time that works for everyone and sent the invite.

    I found a time that works for everyone and sent the invite. The agenda is attached, and I've moved your 10:30 to Wednesday. Nothing else needs you.

  • Invoice agent Reconciliation: three lines need a look Everything else matched the purchase orders.

    Everything else matched the purchase orders. Three lines didn't, and I've attached each one with my notes and the clause I checked. I haven't paid any of them.

  • Inbox agent Sorted: two need you today Supplier queries are filed and answered where the answer was already agreed.

    Supplier queries are filed, and answered where the answer was already agreed. Two need a decision from you today; they're at the top.

  • Logicly Bring one workflow Pick the job your team likes least.

    Pick the job your team likes least. We'll map it with you in a free workshop and show you exactly where an agent would take over and where it would stop and ask. You leave with the agent designed and the sign-off points marked.

  • Logicly Headless, without the big rebuild Replace one part at a time.

    A composable platform keeps your content, products and customer data in one place and serves them to every screen through clean APIs. We build with Contentful, Storyblok and Sitecore for content and headless Shopify for commerce, with Next.js front ends on Vercel or Azure. When one part needs to change, you replace that part. The rest keeps running, and your agents use the same APIs as your team.

  • Logicly Why we test every prompt Agents are software. We build them like it.

    Every prompt is versioned and evaluated like code, and every change is tested before it ships. Our engineers build alongside agents that write tests, run migrations and review code, and a person signs off every change. You own all of it: the code, the prompts and the tests.

  • Calendar Friday close Month-end checklist.

    Month-end close is on Friday. Please have all supplier invoices coded by 3pm so we can run the payment batch.

The spreadsheet as a landscape: rows of Fold & Ship prices, three versions of Cartons, 400mm, cell C14 outlined

Three versions of the truth.

Reconciliation is exactly the work an agent should own.

AI Agent: Discrepancy identified: PO 22918 agreed £2.25.

C14 £2.40

PO 22918 £2.25

£180.00 over the purchase order.

  1. Read invoice 4471 from the accounts payable inbox
  2. Matched purchase order 22918, three lines
  3. Line 1 matches. Line 2 matches.
  4. Line 3: invoice says 1,200 cartons at £2.40. The PO agreed £2.25. That is £180.00 over.
  5. Checked supplier terms, clause 14.2: prices are fixed for the term of the PO.
  6. Rule: variances under £50 pay themselves. This one needs a person.
  7. Stopped. Authorisation requested.
The agent, built from folded paper pyramids, on a dark platform ringed by its five steps

We build the agent that does the work.

And we build with agents, so the same engineering ships your websites and composable platforms.

  • Runs in your own cloud
  • You own the code, prompts and tests
  • We sign your NDA first
  • Cost per run tracked from day one
  1. Find the work
  2. Design it composable
  3. Build it like software
  4. Connect
  5. Ship it and run it

You keep the decision.

Authorisation needed

Invoice 4471 · £180.00 over the purchase order

Suggested: pay at the PO price and send the supplier clause 14.2.

Waiting for a decision.

Design your first agent with the people who build it.Bring us one workflow.

Bring the inbox nobody wants to triage, or the reconciliation that takes every Friday. In a free workshop we map how it runs today, design the agent that would own it, and mark exactly where a person approves its work. You leave with a design your team can judge on its merits. If we build it, the agent is yours.

The inbox nobody wants to triage. The reconciliation that eats every Friday. Tell us how it runs today and we send back a written agent brief, free: what the agent does and where a person stays in charge. The agent we build is yours.

Bring us one workflow

Invoice 4471 is still waiting for your approval ↑