API design
Clean REST or GraphQL surfaces with versioning, pagination, and consistent error shapes, designed for the consumers you actually have, not a generic style guide.
Custom APIs, webhook architectures, system integrations.
Clean REST or GraphQL surfaces with versioning, pagination, and consistent error shapes, designed for the consumers you actually have, not a generic style guide.
Webhook fan-out, retries, idempotency, and dead-letter handling, so cross-system data stays consistent even when one side flaps.
SOAP-to-REST shims, file-drop polling, screen-scraping where there is no other option, all hidden behind a sane modern interface for the rest of your stack.
We pick the right model for your integration & api build, then blend providers behind a single internal interface.
GPT and embeddings. Broad ecosystem, strong structured-output and tool use, the safest default for general production.
Anthropic's frontier model. Our default for agents and long-context work where reasoning matters more than raw speed.
Google's long-context multimodal family. Excellent for document and video pipelines, especially at scale.
xAI's model with live-web reasoning and a different blend of strengths. Useful for research-style and edge-case workloads.
Open-weight models with strong cost-to-performance. We use it self-hosted when residency or unit economics demand it.
Citation-grounded search API for live-web augmented agents. Drops cleanly into RAG pipelines that need fresh sources.
All three, picked per use case. REST for most internal and partner APIs, GraphQL when consumers genuinely benefit from selective fetching, webhooks for event push. The hybrid stack is normal.
OAuth 2 with PKCE for user-facing flows, signed JWTs or short-lived API keys for service-to-service, scoped tokens with rotation. Auth design happens before the first endpoint, not after.
Idempotency keys for write paths, exponential backoff on the consumer side, server-side rate limits with informative headers. Resilience patterns are baked into the integration, not bolted on.
Yes. We have wrapped SAP, Dynamics, AS/400, and a fair share of internal tools written before some of our team were born. We hide the legacy contract behind a clean modern API the rest of the stack can rely on.
A 30-minute call to map the highest-impact automation and AI opportunities in your business. You leave with a prioritised list, whether you hire us or not.