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Catalog scale, peak-day traffic, and the long tail of promotions and returns hit the same systems. Legacy commerce platforms buckle under composable expectations.

Headless commerce with an honest inventory contract, payment failover, and observability that exposes revenue loss before marketing notices. Personalization is a gradient tuned with the team, not a switch.

Exam windows and enrollment spikes are the real load profile. Student data is regulated, instructor workflows are idiosyncratic, and learning analytics only matter if they drive intervention.

Scale-tested exam infrastructure, multi-tenant LMS cores, and analytics pipelines that feed teaching decisions, not just dashboards. KVKK and parental consent are first-class concerns.

Grid reliability is the operating constraint. Legacy SCADA systems, operator workflows, and compliance audits shape every technology decision.

Integration-first thinking with SCADA and legacy protocols, compliance-ready audit layers by default, and operator-first UIs designed for 24/7 control rooms rather than marketing demos.

Banking integrations surface years of accumulated complexity. Core systems speak their own dialects, regulators have opinions on every transaction, and downtime translates directly into penalty exposure.

We bring PCI-DSS awareness into day-one architecture decisions, treat idempotency and reconciliation as core product requirements, and design audit trails regulators can actually follow, rather than retrofitting them later.

Clinical software carries real consequences. Decisions land in a patient chart and stay there. Interoperability standards are unforgiving and fragmented; every integration surface is also a safety surface.

HL7/FHIR is the backbone, not a translation layer bolted on at the end. Audit, consent and role scoping are written first; telehealth UX is tuned for clinicians working under time pressure, not marketing screenshots.

Field reality diverges from the SCM screen within minutes. Trucks, warehouses, and IoT devices produce more state than any dashboard can absorb without real engineering.

Event-driven architectures with back-pressure, offline-first mobile apps for drivers and picker teams, and SAP integrations that respect the order of operations. Real observability beats slideware KPIs.

Editorial workflows, video pipelines, and subscription economics pull the stack in different directions. Traffic is spiky, content is structured, monetization is personal.

Structured content pipelines, CDN-first video delivery, and subscription systems that handle trials, dunning and churn in one coherent model. Analytics tied to the editorial calendar, not just vanity metrics.

Public procurement carries layered rules, longer timelines, and accountability to auditors and citizens at once. Legacy systems, paper workflows, and regulatory change are the normal operating surface. We have shipped enough in this sector that the defaults in our process are already shaped by it.

We treat procurement requirements as architectural inputs. Deliverables match the documentation the tender asks for. Integration with state platforms and legacy systems is planned from day one; audit trails, KVKK data handling, and accessibility are written into the first architecture document rather than patched in before acceptance.

Multi-tenant architecture carries decisions forward forever. Pricing tiers, usage metering, and self-serve onboarding either compound revenue or compound friction.

Tenant isolation chosen explicitly (schema, database, or hybrid), usage metering built into the core model, and self-serve flows that reduce sales touch without cheapening the product.

Some products sit across sectors or invent their own: research instruments, vertical SaaS for a niche trade, internal tools that replace ten spreadsheets. The common thread is that copy-paste templates don't apply.

We start with the actual operator and the actual workflow, not a reference architecture. Discovery is heavier, the brief is written first, and the stack is chosen for the smallest thing that survives production, not the one trending this quarter.