We build the tools your company can't buy.

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.

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Who we build with
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01 · AI Engineering

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.

AI Engineering page
Drag to rotate · click a card to bring it to the front
Computer-use agents

Service page

Agents that use the computer

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.

  • 01Repetitive operations in ERP, CRM, email and Excel, done by the agent, verified by a human.
  • 02Old software, no API: the agent works directly in the interface.
  • 03Full log of every action, emergency stop, role-based permissions.
agent · computer-use · session recorded
demo · a model controlling a computer
Agent swarm

Service page

Agent swarm

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.

orchestratoragentstools (ERP, email, browser)
Second brain

Service page

Second brain

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.

hubs (domains)documentsentities
AI Workshops for Teams

Service page

AI Workshops for Teams

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.

0

Fundamentals

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

1

Prompting & context

Good instructions, projects, memory, files. Repeatable results, not lucky ones.

2

Tools

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

3

Your own automations

Recurring workflows, agents on department tasks, verification and handover.

4

Governance & measurement

Usage policies, confidentiality, hours saved measured month by month.

What a forward-deployed engineer builds

Service page

What a forward-deployed engineer builds

Typical projects, in weeks.

Knowledge

Assistant on the company's documents

Search and answers with citations from procedures, contracts, legislation. RAG on your own data, hosted in the EU.

Operations

3-day workflows in 3 minutes

Agents that take a process end to end: quoting, reconciliation, onboarding, reporting.

Integration

Extensions alongside the ERP, without touching it

SAP, SAGA, WMS: we read, calculate, propose; the core system stays clean.

Decision

Forecast + optimization

Demand forecasting and production planning with a solver, approved by a human.

Quality

Evaluations and anti-hallucination

Test batteries on real cases before an agent reaches production.

Classification

Automatic triage

Requests, tickets, emails and documents sorted, tagged and routed correctly.

Infrastructure

MCP servers and controlled access

Secure bridges between models and internal systems, with permissions and an audit log.

Adoption

Copilots per department

Finance, sales, production, HR: each with its own assistant, on its own data.

02 · Custom Software

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.

Software page
01

Custom applications

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

Next.jsSupabase EUReact Native
Consumer Voice · the engine, from the inside
02

Websites

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

premium designWooCommercetechnical SEO
AutosWorld · ecommerce replatforming
03

Web Apps & Portals

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

portalscampaignsadmin
ComfortMap · care home ↔ family portal
04

Enterprise tools

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

SAP side-by-sideRLSaudit trail
Apollo outbound agent · public TNS repo
05

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.

MCPRAGopen-weighton-prem
MCP servers · the open-source registry
06

Optimizations

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

performancecostsrefactor
Grafana · monitoring and costs, in real time
07

RPA & Automation

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

RPAagentse-Factura
n8n · automation flow with an AI agent
08

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.

discoveryarchitecturefixed price
FOX discovery · the clean core principle on SAP
03 · Social Media & Content Creation

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.

Content page
01Product visualization
Product visualization · High Art

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.

02Product showcase · ring
Product showcase · High Art

The ring, in motion.

A product clip generated from a render: rotation, light, reflections. For the product page and ads.

03AestheticLabs · products
Product visualization · AestheticLabs

Bottles, boxes, lab.

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

04UGC ad · AestheticLabs
UGC ad

Synthetic actors that pass for real.

AI-generated testimonials and demos, directed like a real shoot. Click for sound.

05Hero video · Albalact
Brand hero video

Cinematic, no film crew.

Milk pouring for Albalact: light, texture, real product in frame. Generated, directed, edited.

06Workshop film · Ago Filo
Site + workshop film

Ago Filo, bespoke tailoring.

A hero video and site that look like a real workshop, not a template. Fabrics, fitting room, products.

07Ago Filo · products
Product visualization · Ago Filo

Suits, shirts, leather.

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

08Real Estate Walkthrough
Real Estate Walkthrough

From 13 phone photos, one continuous tour.

Apartment 108: 49 seconds, no Matterport, no filming. For agents and developers.

09LinkedIn Carousels
LinkedIn Carousels

Educational series, in the brand's voice.

In-house design, verified figures, one pillar post a week.

04 · Marketing

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.

Marketing page
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Free Session · 30 Minutes

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
September 2026Monday–Friday · 10:00–17:30

We reply the same business day, to the email you leave here.

+40 733 045 833