# We build the tools your company can't buy.

> Forward-deployed AI engineers who build the tools your company can't buy: AI agents, custom software, automated accounting and marketing that brings clients.

URL: https://thenichesociety.ro/en/

Forward-deployed engineers on your team. AI in production, custom software and distribution, delivered in weeks, with the code and infrastructure handed over to you.

## AI that works inside your company.

We don't sell licenses. We join the team, learn the processes, build agents and systems on the company's data, and stay until they run on their own. Below, exactly what that means.

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[Service page](https://thenichesociety.ro/en/ai-engineering/computer-use-agents)

### The AI takes over the screen and finishes the task.

Today's models see the screen, move the cursor, type and navigate through applications like a person: filling in forms, moving data between systems with no API, preparing reports, checking orders. We give them controlled access, rules, and a human who approves what matters.

- 01**Repetitive operations** in ERP, CRM, email and Excel, done by the agent, verified by a human.
- 02**Old software, no API**: the agent works directly in the interface.
- 03**Full log** of every action, emergency stop, role-based permissions.
[Service page](https://thenichesociety.ro/en/ai-engineering/ai-agents)

### Not a chatbot. A team of agents.

The orchestrator receives the goal, breaks it into tasks and hands them to specialized agents. Each has its own tools and shared memory. The control agent checks before anything reaches a human.

[Service page](https://thenichesociety.ro/en/ai-engineering/document-assistant)

### All of the company's knowledge, connected.

Procedures, contracts, legislation, history from the ERP and email, turned into a living graph that agents read before they answer. Drag the nodes. Scroll to watch it breathe.

[Service page](https://thenichesociety.ro/en/ai-engineering/ai-training)

### From zero to the top 25% of users.

The curriculum is built around roles, not demos. Every department leaves with workflows built on its own documents, during the session. Five levels, which we go through at the team's pace.

**Fundamentals**
How a model thinks, what context is, what it can and can't do. No mysticism.

**Prompting & context**
Good instructions, projects, memory, files. Repeatable results, not lucky ones.

**Tools**
Claude Projects, Claude Code, Skills, MCP. Connecting to Excel, Chrome, email.

**Your own automations**
Recurring workflows, agents on department tasks, verification and handover.

**Governance & measurement**
Usage policies, confidentiality, hours saved measured month by month.

[Service page](https://thenichesociety.ro/en/ai-engineering)

### Typical projects, in weeks.

**Assistant on the company's documents**
Search and answers with citations from procedures, contracts, legislation. RAG on your own data, hosted in the EU.

**3-day workflows in 3 minutes**
Agents that take a process end to end: quoting, reconciliation, onboarding, reporting.

**Extensions alongside the ERP, without touching it**
SAP, SAGA, WMS: we read, calculate, propose; the core system stays clean.

**Forecast + optimization**
Demand forecasting and production planning with a solver, approved by a human.

**Evaluations and anti-hallucination**
Test batteries on real cases before an agent reaches production.

**Automatic triage**
Requests, tickets, emails and documents sorted, tagged and routed correctly.

**MCP servers and controlled access**
Secure bridges between models and internal systems, with permissions and an audit log.

**Copilots per department**
Finance, sales, production, HR: each with its own assistant, on its own data.

## Built for a single purpose: yours.

From a website to an enterprise platform. Scroll: each card is a line of work we deliver with the code, infrastructure and training handed over.

### Custom applications

Web and mobile apps built around your business's real workflow, not a template. Authentication, roles, data isolation, reporting.

### Websites

Showcase and ecommerce sites that convert: identity, speed, technical SEO, video, animation. No template look.

### Web Apps & Portals

Consumer portals, campaign systems, dashboards for teams. Tens of thousands of users, or five people, daily.

### Enterprise tools

Internal tools that replace spreadsheets, emails and manual work: approval, planning, control, audit. Integrated with your existing ERP.

### Tools for AI & Infrastructure

MCP servers, data pipelines, evaluations, hosting for open-weight models in the EU or on-prem. The foundation agents run on.

### Optimizations

Slow systems, cloud costs, heavy databases, legacy code. We measure, rewrite what needs it, and leave the rest alone.

### RPA & Automation

Process bots for what has no API: invoicing, extractions, reconciliations, reports. With agents where fixed rules fall short.

### Consulting

A paid two-week discovery: we map the processes, choose what's worth building, and deliver a scope with a fixed price. No estimates that double.

## Content that looks like a brand, not like AI.

Carousels, reels, UGC ads, hero videos and apartment tours from photos. Ready-to-deliver assets, with our AI + direction process. Swipe through.

**Studio packshots, without a studio.**
The real, untouched product, placed in premium light and context. Jewelry, cosmetics, peptides, model kits: the same method, verified across hundreds of SKUs.

**The ring, in motion.**
A product clip generated from a render: rotation, light, reflections. For the product page and ads.

**Bottles, boxes, lab.**
A complete set of product images for the site and ads, from labels and references, no photographer.

**Synthetic actors that pass for real.**
AI-generated testimonials and demos, directed like a real shoot. Click for sound.

**Cinematic, no film crew.**
Milk pouring for Albalact: light, texture, real product in frame. Generated, directed, edited.

**Ago Filo, bespoke tailoring.**
A hero video and site that look like a real workshop, not a template. Fabrics, fitting room, products.

**Suits, shirts, leather.**
Product photography and materials for the workshop's site, in the same light as the film.

**From 13 phone photos, one continuous tour.**
Apartment 108: 49 seconds, no Matterport, no filming. For agents and developers.

**Educational series, in the brand's voice.**
In-house design, verified figures, one pillar post a week.

## Distribution for what we've built.

A system with no traffic is just an expensive brochure. Drag sideways to see every line, and exactly what we deliver.

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## Let's talk about what you want to build.

You pick the day and time, you get the calendar invite with a Meet link. We talk about what you want to build and tell you honestly if it makes sense.

office@thenichesociety.ro · Bucharest

- Fixed price on a written scope, not hourly billing
- The code and the infrastructure stay yours
- You can stop after discovery, report delivered