AI Automation Services for Business Workflows

Stuck on something?

Describe the idea, bug, or feature you need a hand with. A senior engineer replies within 24 hours with a clear next step.

 

Our AI automation services are for small and mid-sized teams who lose hours every week to repetitive sales, catalogue or content work inside tools they already pay for. We connect a language model to your CRM, inbox, Slack or store so the routine part runs on its own, while a person still approves anything a customer will see. You start with one workflow, see the before and after numbers, and then decide whether to expand.

Sound familiar?

Most teams who call us are not short of ideas for AI. They are short of hours, and the same few jobs eat those hours every week.

Illustration of an overloaded office desk with an overflowing inbox tray, the same form copied into several stacks and scattered sticky notes
01

Leads sit in the inbox until someone has a free minute.

By the time a person replies, the buyer has often booked a call with whoever answered first. Nobody is being lazy. The reply just keeps losing to everything else on the list.

02

We copy the same details between four tools every day.

Order details, product specs and customer notes get retyped from email into the CRM, the store and the project board. Every copy is a chance for a mistake, and checking for mistakes becomes a job of its own.

03

Only one person knows the rules, so everything waits for them.

Listings, briefs and reports queue up behind the one expert who can check them properly. Their week goes on checklists instead of the decisions only they can make, and when they are away the work stops.

04

We tried an AI tool and nobody uses it.

A chatbot or a no-code flow went up in a weekend, gave a few strange answers, and the team quietly went back to doing it by hand. Now AI feels like a risk to manage rather than help.

What changes

We do not promise percentages before we have measured how your workflow runs today. Here is what is different once an automation is live, problem by problem.

Illustration of the same desk made orderly, with envelopes moving along one conveyor into sorted trays and a hand reviewing a card on a raised stand

What we build

You get working software in your own accounts, not a slide deck. Depending on the workflow, an engagement includes:

Illustration of a pipeline linking a mail tray, a filing cabinet, a shop counter and a chat bubble, passing through a glass checkpoint where a hand inspects a card

How it works

Pick and measure

We choose one workflow with a named owner and one metric that decides go or no-go, then measure how it runs today. If nobody can name all three, we say so before any code is written.

Build into your stack

We connect the automation to your existing tools and run it on a small slice of real work. It drafts, your team approves, and we tune it on what they change.

Measure and decide

We publish the before and after numbers side by side. You then expand to the next workflow in the same system, adjust what is there, or stop.

Work we've done

These automations run for a client and for our own business today. Each one keeps a person in the loop where it matters.

Screenshot of the Classical Scallop Fan Floor Mosaic product page on mecartworks.com, with the mosaic photo, design, size, color and technique attributes, price, categories and tag

Product pages from photos

MEC Artworks

The problem
Every new mosaic needed copy, attributes, tags, alt text and SEO fields written to each site's template, then checked by hand against the store's rules.
What we built
Claude reads the product photos and writes the listing into a hidden WooCommerce draft. Code sets the price from size and technique within a set band, links come from an allowlist, and categories come from the store's real list.
The result
38 product pages across 5 collections reviewed and published in one session. An end-to-end test checks about 28 rules per site in about 4 minutes, replacing a 40-minute manual check, and a person publishes every page.
Illustration of a website's pages being scanned by a light beam that produces an outline checklist on a clipboard

SEO briefs and draft reviews

MEC Artworks

The problem
Writers needed briefs that knew what the site already covered, and every draft needed the same careful review before it went live.
What we built
Briefs are built from a crawl of the client's own site: existing pages, weak links, search queries, keyword gaps, and every published heading as a do-not-duplicate list. Drafts come back with numbered fixes rather than a score.
The result
Briefs take about 80 seconds each. The writer applies the fixes, and an SEO reviewer makes the go-live call.
Illustration of envelopes on a conveyor passing a sieve that removes junk mail, then each envelope gets a folder and a calendar card before it is sent

Lead reply and follow-up

Our own site

The problem
Every enquiry needed a fast, relevant reply and an easy way to book a call, without someone watching the inbox all day.
What we built
Rules filter spam first, code picks the most relevant case study, and Claude writes a short reply with that link and a booking page that reads free slots from our calendar. Timed follow-ups go out afterwards.
The result
It answers every enquiry to this site. The team sees each lead in Slack and ClickUp, and sending stops on a booking, an unsubscribe, a bounce, or a won or lost deal.
Illustration of job cards from an email tray sorted into four trays from orange to grey, with a hand picking one card and holding a pen

Job triage and proposal drafts

Our own sales pipeline

The problem
Freelance job alerts arrive by email all day, and deciding which ones are worth answering was taking real time away from the work itself.
What we built
Every minute the workflow reads new alerts, Claude rates each job for fit with a reason and the matching services, and a color-coded card lands in Slack. On request it drafts a short proposal that cites one real project.
The result
A person picks the job, edits and sends every proposal, because the platform does not allow bots and we do not automate around a platform's rules.

Timeline and what drives cost

Every engagement is scoped and quoted after a short call about your workflow, so you know the cost before any work starts. A focused pilot that includes baseline measurement and shadow mode typically runs 2 to 6 weeks.

Single-workflow sprint

Typically 1 to 2 weeks

One narrow workflow, such as lead replies or a triage step, connected to the tools you already use, with a review step and a handover.

Full AI feature

Typically 3 to 5 weeks

A larger automation that touches several systems, or AI built into your own product, with tests, monitoring and documentation.

Embedded AI developer

Ongoing

A developer working inside your team and tools, for companies with a backlog of workflows rather than a single one.

Running costs are separate and usually small, depending on the model and how much it has to read. We estimate the cost per task during the pilot, before anything goes live.

What pushes cost up

  • More systems to connect, especially ones without a clean API
  • Strict checks on output that must never ship wrong, such as prices
  • Scattered or messy input data that needs cleaning first
  • Several approvers or review steps in the flow

What keeps cost down

  • One workflow, with one owner and one metric
  • Tools with good APIs, such as Slack, Gmail, ClickUp or WooCommerce
  • Sample data and API access ready in the first week
  • Starting with human review rather than full autonomy
Shape

Testimonials

The team stuck to their word and worked overtime to deliver my project as quickly as possible, arranged meetings to keep me updated, and even when my scope shifted they worked around it to get the job done. 5 stars from me.

SaaS Founder

SaaS Founder

Verified Upwork review · United Kingdom

Triminage has been with us the whole way. They built our first website back when we were still Floret Commodities, and when we rebranded to Floret Capitals they redid the whole thing and did a really nice job. It just kept going from there — they built a promotional app for our commodity business that helped bring in a lot of new clients, and now they’re building a full trading app for the stock market that we think will really set us apart. They built our backend dashboard that ties everything together, and they even handle our Google Workspace. What I like is they actually get the business side of things — we don’t have to spell out why something matters, they just understand what we’re trying to do. And we don’t have to chase them for anything; they just handle it. If you’re thinking about going with Triminage, I’d say go for it.

Ahsan Naeem

Ahsan Naeem

Chief Operating Officer · Floret Capitals

I’ve worked with the team on an AI product for about three months, and the partnership was well structured and organised. They provided weekly updates and communicated clearly, which made the whole process smooth and straightforward. The final product works and is fully functional. I chose the team for the clarity of communication they provide and the way they structure and organise the work — notably more confident than with other providers. They arrive at meetings on time and manage expectations realistically; the punctuality and quality of communication that other providers were missing. I wish you the best of luck working with them.

Marcus

Marcus

AI Product · DejaThink

Harun came in and took our systems to a whole new level — it’s like night and day, the difference.

Daniel

Daniel

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Frequently Asked Questions

We quote each engagement after a short call about the workflow. A single-workflow sprint typically takes 1 to 2 weeks, and a larger AI feature typically takes 3 to 5 weeks. Running costs per task are small and we estimate them during the pilot. The main drivers are how many systems the automation touches, how strict its checks need to be, and how clean your data is.

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