Capabilities

Deep benches.
One accountable team.

Every service below is delivered by senior engineers — practitioners, not account managers. Pick one lane or let us run the whole stack.

Fixed scope Dedicated team Build + operate

01 — Applied AI & ML

AI that ships through your API, not a pitch.

LLM products

Copilots, assistants and generative features with retrieval, streaming and evaluation harnesses around them.

  • RAG & hybrid retrieval
  • Agentic workflows
  • Streaming UX patterns

Evaluation & guardrails

Baselines, evals sets and guardrails so "good enough" is defined in numbers — not vibes.

  • Offline + online evals
  • Prompt & model routing
  • Cost-per-output control

MLOps

Training, fine-tuning and serving pipelines on your infra — GPU-aware, versioned and reproducible.

  • Fine-tuning workflows
  • Model registry & serving
  • Drift monitoring

02 — Cloud platform engineering

Platforms that are boring to operate.

Kubernetes & serverless

Clusters, CDNs and serverless estates tuned for cost, latency and developer happiness.

  • Multi-region topologies
  • Auto-scaling strategies
  • CDN & edge caching

Infrastructure as code

Terraform and Pulumi codebases with CI gating, drift detection and a single source of truth.

  • 80%+ test coverage
  • Drift-free pipelines
  • Disaster recovery drills

FinOps

Cloud cost treated as a product: budgets, alerts and monthly reviews with real savings attached.

  • Unit-cost dashboards
  • Workload right-sizing
  • Commitment planning

03 — Security & trust

Security as a feature, not a fire drill.

Zero-trust architecture

Segment, verify and audit everything. Identity-first designs that survive insider and supply-chain threats.

  • IAM & least privilege
  • Network segmentation
  • Secrets management

Compliance readiness

SOC 2, ISO 27001 and GDPR evidence built into the platform — so audits become a formality.

  • Control mapping
  • Evidence collection
  • Vendor reviews

Continuous testing

DAST, dependency scanning and scheduled red-team exercises with a real remediation track.

  • OWASP-aligned testing
  • Supply-chain scanning
  • 60-day SLA on findings

04 — Data engineering

From raw events to decisions you trust.

Real-time pipelines

Streaming ingestion with Kafka, ClickHouse and Flink — sub-second freshness without the warehouse tax.

  • Change-data-capture
  • Stream processing
  • Backfill tooling

Warehouse modelling

dbt models, semantic layers and naming conventions that make "what's the number?" a one-word answer.

  • Modular data contracts
  • Lineage & freshness tests
  • Reverse-ETL to CRM

Metrics foundations

One metric store, one definition of revenue, LTV and retention — trusted by every dashboard.

  • Metric layer design
  • BI enablement
  • Anomaly alerting

05 — Game services

Backends that survive
launch day.

Realtime infrastructure

Matchmaking, presence and live ops on infrastructure that holds at 100k concurrent players.

  • WebSocket & UDP gateways
  • Matchmaking services
  • Load-shedding patterns

Economy & live ops

Economy simulation, currency ledgers and anti-cheat-adjacent logic built to be audited.

  • Currency ledgers
  • Economy simulation
  • Live-ops tooling

Telemetry at scale

Event pipelines that tell you exactly how players behave — session by session, funnel by funnel.

  • Game analytics schema
  • Funnel & cohort tooling
  • Real-time dashboards

06 — Product studio

From napkin sketch to global product.

Discovery & design

Research, flows and prototypes tested with real users before a line of production code is written.

  • User research sprints
  • Design systems
  • Interactive prototypes

Web & mobile builds

React, Next.js, TypeScript and native mobile — accessible, fast and measurable out of the box.

  • Core Web Vitals green
  • WCAG AA baseline
  • CI + preview deploys

MVP in 8 weeks

A fixed-scope launch path for founders: one bet, one build, one go-to-market window.

  • Fixed price, named dates
  • Weekly demo cadence
  • Founder-level access

Not sure which lane you need?

Send us the problem. We'll come back with an architecture sketch and a three-line quote — free, within five working days.

No discovery fee Senior engineers only