Services · Deploy
AI wired into your stack
Integration is where many AI programs stall: auth between services, streaming responses, rate limits, and graceful degradation. We implement robust glue code and platform patterns so AI features behave like the rest of your product—observable, secure, and scalable.
Integration pillars
Cloud and on-prem aware; we meet your networking and compliance constraints.
APIs & contracts
Stable interfaces between apps and model services with versioning, timeouts, and typed errors.
Security & identity
OAuth/OIDC, service accounts, secrets rotation, and least-privilege access to data sources.
Eventing & streaming
Async patterns for long-running inference, webhooks, and backpressure handling.
Observability
Distributed tracing, metrics, and structured logs that tie user journeys to model calls.
Services
Assessments, builds, and hardening for existing integrations.
Connector development
ERP, CRM, data warehouses, vector stores, and message buses—tested and documented.
Edge & hybrid
Patterns for regulated data residency and offline scenarios.
Platform enablement
Internal developer portals and templates for teams adopting AI safely.
Migration
Move from vendor experiments to supported pathways with minimal downtime.
Why teams engage us
Solid integrations reduce incident noise and make AI features dependable for peak traffic.
- Predictable latency and error budgets for AI calls
- Fewer secrets sprawl and clearer blast-radius on changes
- Easier audits with consistent auth and logging
- Faster feature teams via reusable templates
Who benefits
Platform engineering, SRE, and product teams shipping AI into customer-facing paths.
Related services
Pairs with MLOps and generative AI programs.
Integrate AI like any critical service
Tell us about environments, traffic, and compliance—we will design integration that fits.