Software engineered foryour operations — and your AI.
We build the software your business actually runs on — internal platforms, dashboards, e-Factura flows, custom HR, transport and document management. Then, where it earns its place, we wire AI into it: RAG grounded in your real documents, agents inside your ERP, copilots embedded in the workflow. Software first. AI where it delivers measurable value, not where it merely modernises a presentation.
Software comes first. Without solid software underneath, AI stays a demonstration with nothing behind it. We build the platforms, integrations and operational apps your team opens before email — and where AI earns its place, we engineer it in: retrieval that respects your access controls (ACLs), prompts versioned like any other code, evaluations on every commit, observability per token. We don't replace your ERP, your CRM or your accounting. We extend them.
Grounded AI
AI grounded in your real data, not generic outputs from a public model. Retrieval, ranking, agents, evaluations, cost ceilings. Not a chatbot in a sidebar, but the integration layer that lets a language model query your own data — with the latencies, access controls and audit trails production demands.
- 01RAG pipelines (Qdrant · pgvector · BM25 hybrid)
- 02Agents with tool-calling & MCP servers
- 03LLM gateways (Claude · OpenAI · self-host)
- 04Eval harnesses & regression suites
- 05Per-tenant cost & rate-limit ceilings
- 06OCR for invoices · contracts · SAP exports
- N° 02
Customer and team interfaces
Where the software meets your customer or your team — marketing sites, B2B e-commerce with proforma and bank transfer, operational dashboards with copilots embedded in the workflow. Next.js, React, Tailwind. Core Web Vitals treated as a committed performance budget, not an aspiration.
- 01Marketing & corporate sites (Next.js)
- 02B2B e-commerce (Stripe · proforma · wire)
- 03Dashboards with embedded copilots
- 04Headless CMS (Payload · Sanity)
- 05Core Web Vitals as a budget
- 06Internationalization (i18n)
- N° 03
Engineered Integrations
ERP to e-commerce, CRM to ticketing, ANAF SPV to your accounting, Payload to ClickHouse. Event-driven architecture, idempotent operations, retries with backoff and dead-letter queues monitored with alerting. Not scheduled scripts that fail unattended.
- 01ETL & streaming pipelines
- 02Event-driven (RabbitMQ · Kafka · NATS)
- 03MCP servers & API orchestration
- 04Idempotent webhooks with replay
- 05Oracle EBS · SAP · Odoo connectors
- 06ANAF · e-Factura · e-Transport · SPV
- N° 04
Operational Software
HR, payroll, invoicing, transport management, document management, approval flows. Built around your actual process, not a SaaS template forced onto it. The kind of software your operations team opens before email.
- 01Custom HR & payroll
- 02e-Factura · SAF-T (D406) · e-TVA
- 03Transport & logistics platforms
- 04Document management & retention
- 05Workflow & approval chains
- 06Reporting, exports & audit trails
- N° 05
Data & Knowledge
The data your AI reads from and your CFO reports on. Warehouse design, dbt models, real-time analytics on ClickHouse, knowledge graphs and embedding stores feeding the models. Oracle Analytics, PowerBI, Metabase. We work with your finance team directly, not through intermediated tickets.
- 01Warehouse & dimensional modeling
- 02Oracle Analytics · Hyperion
- 03PowerBI · Metabase · Superset
- 04dbt transformations & lineage
- 05Real-time analytics (ClickHouse)
- 06Knowledge graphs & embedding stores
- N° 06
Runtime & Operations
We don't ship and disappear. Kubernetes, CI/CD, Terraform, observability per request and per token, on-call rotation. A service going down becomes a recorded incident, with a post-mortem and corrective actions we own.
- 01Kubernetes & containers
- 02CI/CD (GitHub Actions · GitLab)
- 03Terraform & infra as code
- 04OTel · Grafana · LLM token tracing
- 05Incident response & pager rotation
- 06Automated security & dependency scans
We design platforms that compound for years — from a single agent in production to a national-scale AI deployment, with the same engineering discipline. If the problem is software, we solve it. If it's AI, we engineer the layer between your systems and the model.
- N° 01 · Distributed by design
- Event-driven architecture, idempotent operations and transactional boundaries verified under load. Built to run in production for years.
- N° 02 · MVP to national platform
- Same delivery discipline at every scale: observability from day one, defined SLOs, controlled rollout and a tested rollback procedure. Scale becomes a planned decision, not an operational surprise.
- N° 03 · Resilience as default
- Retries with backoff, circuit breakers, dead-letter queues, feature flags and canary releases. An outage is treated as a documented incident, with root-cause analysis and preventive measures.
- N° 04 · Integration, not lock-in
- Versioned API contracts, backward compatibility and online migrations planned to keep interruption to a minimum. We work with the ERP, the CRM and the systems you already have — we don't replace them to lock you into our decisions.
AI to put in production?
Tell us what you want grounded, automated or modernized. We come back with a clear architecture, the right team and the next steps, with verifiable deliverables at each stage.