Custom AI systems and integrations, built for you and watched in production.
When your use case doesn't fit a template, we do custom AI development end to end — LLM app development, AI integration services, and bespoke systems that connect models to your data and tools — and wire everything into Obsivara so you see cost, failures, and health from the first run. Not sure what you need yet? We'll help you scope it, honestly.
- Scoping call + a clear fixed plan and timeline before any work starts
- Systems built on your infrastructure, models, and accounts
- Read-only Obsivara connection — cost, failures, and health across the system
- Error handling, retries, and alerting wired in, not bolted on later
- Full handoff — you own it; we maintain or hand over entirely
Custom AI Systems & Integrations, done for you.
Bespoke LLM applications
Custom apps and internal tools built on LLMs and your data — from a proof of concept to a production system your team relies on day to day.
AI integrations
Wiring models into your existing products, databases, and SaaS via APIs and function calling, so AI works inside the tools you already use.
Scoping, fixes & hardening
If you're not sure what's possible, we scope it honestly — and we audit or rescue existing AI builds for cost, reliability, and safety.
OpenAI / Claude · function calling · vector DB · REST / GraphQL · webhooks · your stack
Build → connect → monitor.
Scope & build
On a short call we scope exactly what you need, then design and ship it around your stack, data, and guardrails — with a fixed plan and timeline before any work starts.
Connect to Obsivara
Every system we build is wired into Obsivara read-only from day one — via native n8n, SDK, OpenTelemetry, or webhook. No proxy in your request path, so it never adds latency or a failure point.
Monitor & improve
You get cost intelligence, health scoring, silent-failure alerts, and a weekly audit — and we keep it reliable and tune it as your usage grows, or hand it over entirely.
Built by us. Watched by Obsivara.
Because we build the AI observability platform these systems run on, monitoring isn't an afterthought — every custom build ships connected to Obsivara via one read-only API key, with per-call cost attribution, silent-failure detection, and health scoring live from day one. Nothing sits in your request path, so nothing we add can slow your system down.
Custom AI Systems & Integrations — common questions
What if we're not sure what we need yet?
That's fine — start with a scoping call and we'll map your use case to what's realistic, honestly, including when the answer is a smaller build than you expected. You leave with a clear plan before any work or cost is committed.
How much does a custom AI system cost to build?
It's scoped and quoted per project — there's no standard price because no two custom builds are the same. You get a fixed quote and timeline on the scoping call before any work starts. The Obsivara monitoring has a free tier, so observability isn't an extra line item to begin.
Can you integrate AI into our existing product?
Yes. We wire models into your product, databases, and SaaS using your accounts, and connect Obsivara read-only so you can see cost and failures across the whole system. You keep ownership of the code and the data it touches.
Ready to build your custom ai?
Tell us what you want built. We'll scope it, quote it, and ship it observable — with a clear plan before any work starts.