AI Integration Services for Your Product

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Triminage provides AI integration services that add generative AI features to a product you already run: in-product assistants, AI-written content, structured analysis, and MCP servers that let customers use your app from Claude or ChatGPT. Features ship as additive services, not a rebuild. A full AI feature typically takes 3 to 5 weeks.

Generative AI inside products we have shipped

02Deliverable

AI companion with memory (DejaThink)

Solo chat with persistent memory, team chat with the AI taking part live, and a goal-driven mission mode. The user approves each memory before it is saved. Built in about 15 weeks by 3 engineers.

03Deliverable

AI market read (Floret)

The last few minutes of a commodity's price ticks go to an OpenAI model, which returns a structured read of trend, confidence, key points and a summary inside the trading app. It informs the trader and never places an order.

Working process

Scope one feature

We agree the user, the job and the metric, and design the smallest version that solves it before writing code.

Integrate

The feature ships as an additive service your app calls. The model answers against a strict schema, so free text never feeds another system.

Monitor and tune

We track cost per call and quality on real traffic, keep a non-AI fallback, and turn each manual fix into a code fix.

AI Feature Development

What’s included in AI Feature Development

LLM Integration ServicesGenerative AI Development ServicesIn-product Assistants and ChatAI-written Content and CopyMCP Servers for Your APIStructured Analysis and ClassificationImage Generation FeaturesCost and Quality Monitoring
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

Workflow automation takes over operational work your team does, such as lead replies and catalogue updates. AI integration adds AI capabilities to your product itself, such as assistants, generated content, analysis or an MCP server your customers use.

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