Temprant
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Custom automation and custom software. Built, not bought.

We map the processes that eat your hours and automate them with n8n, Python and artificial intelligence. When automation is not enough, we build the platform: architecture, code, infrastructure and maintenance, all in-house.

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The real cost of manual work

Every hour spent copy-pasting is salary thrown away.

Repetitive tasks that pile up

Extractions from the management system. Form filling. Invoice sending. Email sorting. Individually they take minutes. Over a month they add up to weeks of work per person.

Human errors that cost dearly

A wrong figure in an order, a missed deadline, a client mistyped into a CRM. It’s not a matter of attention: it’s a matter of volume. Past a certain threshold, error is statistics.

Tools that don’t talk to each other

Management system, CRM, email, calendar, e-commerce, invoicing. Five different systems, five duplicated tables, the same data typed five times over. The problem isn’t the tools. It’s the missing glue.

What you automate today you’ll be thankful for, for years.

6 operating areas

Six areas where manual no longer makes sense.

Administrative processes

Automatic invoicing, bank reconciliation, deadline management, client reminders, document filing. What you do by hand today, at impossible hours.

Lead & sales operations

Lead capture from forms, enrichment with external data, automatic routing to sales, personalised email sequences, scoring and segmentation.

Reporting and data

Extraction from management systems, cleaning, consolidation into dashboards, threshold alerts. The Monday report that arrives on Sunday evening.

Cross-tool integrations

Management system ↔ CRM, e-commerce ↔ invoicing, calendar ↔ task manager. Every tool keeps doing its job. We provide the glue.

Notifications and communications

Appointment reminders, order confirmations, alerts on critical events, personalised transactional emails. No more "I forgot to reply".

Data extraction and scraping

Structured collection from public sources, competitor price monitoring, records updating, contact enrichment. Fresh data every day, with nobody having to collect it.

If you do it by hand every week, it can probably be automated.

Real cases · measured payback

Three automated processes. Payback in days, not years.

Companies that showed us their numbers before and after. Aggregated over the first ninety days from the automation launch.

01
Accounting firm · 12 staff

Tax form extraction and reconciliation.

Three people were extracting PDFs by hand. Now one flow reads, classifies, reconciles, uploads. Zero errors since go-live, payback in six days.

42h/month Time recovered
02
B2B e-commerce · 1,200 orders a month

E-commerce, ERP, courier, all in sync.

Every order is created in the ERP, generates the delivery note, goes to the courier, lands in the CRM, notifies the client. Without anyone clicking. Four people → one.

98% Orders with no human touch
03
B2B travel agency · custom quotes

Automatic quotes, from the first message.

The client writes, the AI reads, the flow queries suppliers, composes the quote. An operator reviews before sending. +340% quotes/day.

6′→12″ Average time · 3.2× conversion

Numbers aggregated over the first ninety days from launch. Your case depends on volumes, current tools and process complexity; that’s what we cover in the analysis.

What we build

Four kinds of systems. All in production.

SaaS platforms

Multi-tenant products with authentication, billing, real-time dashboards, integrations. Microservice architecture, containerised infra, end-to-end CI/CD.

C#/.NETReactSQL ServerOAuthREST API

Data Platforms

Distributed systems for ingestion, normalisation and analytics over millions of records. Columnar storage, async processing, ~50K req/s throughput.

PythonGoClickHouseDockerRedis

AI/ML pipelines

Multi-level classification with traditional models and transformers. Automatic cross-validation, optimised batch inference, >90% accuracy in production.

ONNXModernBERTscikit-learnPython

Custom management systems and CRMs

Sales pipelines, two-way calendar sync, 2FA, KPI dashboards. Zero dependence on external SaaS, zero recurring licences.

PHPSQL ServerJavaScriptOAuth

Every system is written by us, maintained by us, optimised by us.

Projects · in production today

Six live platforms. Three worth telling you about.

Systems running on real load, every day. Architecture, code, infrastructure, built and maintained by us.

01
SaaS platform · Enterprise

InfraCommand, orchestration and monitoring.

One panel for the whole infrastructure. Monitor, release, scale, without switching tools. Five providers, one control room.

24/7 Monitoring · 5 providers
02
Distributed data engine

Distributed Data Engine, millions of records a day.

Aggregation, normalisation, enrichment. Microservices, async processing, columnar storage. Latency under 200 ms.

~50K req/s Sustained throughput
03
Custom CRM · Internal use

Temprant Platform, our own management system.

We use it ourselves first. If it weren’t enough to run our own clients, we wouldn’t sell it to anyone else.

0€/month Zero fees · 2FA · Outlook sync

Not demos. Not POCs. Systems running every day on real load.

How we work

From listening to a system in production.

01 · listening
Before the IDE
1-2 weeks

We understand the process. We interview the people who’ll use the system. We map the existing flows. Code comes later, much later.

02 · architecture
A document before the commit
~1 week

Data models, APIs, sync vs async, performance/cost/maintainability trade-offs. You see a document before the first commit.

03 · development
2-week sprints
ongoing

2-week cycles, a demo at the end of each sprint, CI/CD from day one. Code tested, versioned, documented.

04 · run
Hotfixes and optimisation
ongoing

Monitoring, alerts, hotfixes, optimisation. If the load grows, the system grows. If it breaks at 3 a.m., we’re the ones who wake up.

Four phases. From whiteboard to deploy.

Stack · in production

Forty tools. One rule only: what actually runs.

Six categories. Twenty years of selection. Every choice driven by a real problem, never by fashion.

  1. 01 Languages 9
    C# · Python · Go · JavaScript · TypeScript · PHP · Java · SQL · HTML/CSS
  2. 02 Backend & Data 12
    .NET · Node.js · Docker · REST API · ClickHouse · SQL Server · PostgreSQL · MySQL · Redis · MariaDB · SQLite · Nginx
  3. 03 Frontend 5
    React · Next.js · Tailwind CSS · Chart.js · WebSockets
  4. 04 AI & ML 4
    ONNX Runtime · ModernBERT · Hugging Face · scikit-learn
  5. 05 Automation & Scraping 6
    Selenium · Playwright · Puppeteer · BeautifulSoup · FFmpeg · SMTP
  6. 06 DevOps & Cloud 4
    Git · Linux · Apache · OAuth/OIDC

Every technology is in production today. None of them are here for fashion.

Why invest with us

First we calculate the return.
Then we write the quote.

Before the quote

Audit with estimated ROI.

Before giving you a price, we give you a number. Hours recovered per month, estimated cost of the automation, payback in days. If the maths doesn’t work, we’re the first to tell you.

  • OutputSummary document · one page
  • Time3 days from the call
  • CostZero, in any case
After go-live

Maintenance for the first 3 months.

APIs change. Tools update. Processes evolve. For the first 3 months after go-live we fix every breakage at no extra cost. After that, an optional contract, never mandatory.

  • CoveredBugs, regressions, API changes
  • TimeSLA 24 working hours
  • AfterOptional retainer, never forced
Free audit
20 minutes, no commitment
ROI quoted upfront
Estimated before the start
Visible payback
Days, not years
No lock-in
The code is yours

Our success is when you forget about us. Because everything runs on its own.

Let's talk · 20 minutes · zero commitment

Got a complex system to build?
We start by listening.

Twenty minutes. No commitment. You tell us about the process, we tell you whether it makes sense to build it custom, buy it, or mix the two. An honest answer even if it means sending you to another supplier.

Let's talk