# Work with us to design, build and operate the systems your business runs on ## How we work, at every stage - **Idea** — Validate it before you fund it: a discovery week and a written plan. - **MVP** — The smallest version that can take money, shipped in weeks. - **Scaling** — Multi-tenant, payments, video: the parts that break under real load. - **Legacy** — Modernise in slices, with the old system running until the last one lands. ## Services ### [Product engineering](https://matiforge.com/services/product-engineering) Discovery, a shaped scope at a fixed price, then a production system we keep shipping. - A written scope and a fixed price after a one-week discovery - A production system with authentication, billing, admin and monitoring - Weekly demos and a changelog you can forward to stakeholders - Tests, CI and a runbook handed over with the code - Ongoing operations if you want them, or a clean handover if you do not ### [Education platforms](https://matiforge.com/services/education-platforms) Live classes, courses, assessments and fees under your own brand, built on a platform we already run. - A written scope and price after a one-week discovery - Live classes, courses and assessments under your own brand and domain - Fees on your own gateway account, with refunds and reconciliation - An admin panel for your team and a gradebook for your teachers - Operations after launch: monitoring, on-call, upgrades and a monthly cost report ### [AI and LLM integration](https://matiforge.com/services/ai-integration) Assistants, document intelligence and automation, with hard cost ceilings and a human in the loop. - A cost model and allowance design before any prompt is written - The feature itself, with structured outputs and validation - An evaluation set wired into CI so quality is measured, not felt - Rate limits, circuit breakers and a degradation path - Audit logs and a written note on data handling for your legal review ### [Live video platforms](https://matiforge.com/services/live-video-platforms) Interactive rooms, one-to-many broadcast, recording and playback, for products where video is the product. - A format-by-format cost model and a provider recommendation, in writing - The rooms or broadcast surface itself, with roles and admission control - A recording pipeline with confirmed uploads and monitored failures - Playback with access control, on web and mobile - Load-test results at your expected concurrency, and a failover plan ### [Cloud, DevOps and operations](https://matiforge.com/services/cloud-and-operations) Cloud architecture, CI/CD, observability, backups and on-call across every major provider. - An audit of the current estate with risks ranked and priced - Infrastructure as code, with identical environments from one definition - Deployment pipelines with preview environments and automated rollback - Monitoring, alerting, an on-call rota and a severity policy - Tested backups, a disaster-recovery runbook and a monthly cost report