Operational AI
Nurami Tech builds AI agents that do real work inside your systems—triage, drafting, routing, and review—without turning your team into part-time model operators.
You get outcomes. We handle the machinery: tool selection, integrations, hosting, monitoring, and updates.
We design, build, and operate production-grade agent systems that improve day-to-day operations. Not demos. Not “AI for AI’s sake.” Systems that hold up when inputs are messy and the edge cases show up.
Inbox triage, request routing, structured extraction, drafting, review loops, and “last mile” actions inside your existing tools.
Given a new request, classify → route → draft → request approval. If confidence < threshold: escalate with context.
We’re not married to one model or vendor. We pick what works for your workflow based on reliability, total cost, latency, and maintainability.
Sometimes the right answer is a smaller model. Sometimes it’s a rules step before a model call. Sometimes it’s no model at all. The goal is ROI.
Agent systems can bleed money quietly. We build with explicit guardrails:
The AI stack changes constantly—models, APIs, pricing, and behavior. We stay on top of it so you don’t have to.
That means ongoing updates, compatibility fixes, quality checks, drift control, security reviews, and improvements as better tools become available.
We map the workflow, success criteria, failure modes, and access boundaries.
A real slice that runs end-to-end with real inputs.
We measure quality, latency, and cost. Then iterate with evidence.
Least privilege, approvals where needed, audit trails, and safe fallbacks.
Monitoring, updates, and ongoing optimization as your tools and requirements evolve.
One process that’s slowing your team down → one agent with clear boundaries → measurable wins.
Book a callNurami Tech is an engineering-led team focused on deploying agents that work under real-world conditions—unclear inputs, changing tools, strict access controls, and the occasional weird edge case.
We’re opinionated about the fundamentals:
Built with boundaries from day one. Security isn’t a “phase.” It’s part of the build.
If you have specific requirements (SOC 2, internal vendor review, compliance constraints), we’ll align the implementation and documentation to your process.
Tell us what you want the agent to own, which tools it touches, and what constraints matter (security, latency, budget, compliance). We’ll come back with a concrete plan: what we’d ship first, how we’ll measure it, and what it costs to run.
No. We remove repetitive work and give people cleaner context and better first drafts.
They can, but we usually start with draft-and-approve. If auto-send is required, we add tighter rules and monitoring.
A pilot can be live quickly once scope and access are clear. Then we tune based on real usage.
No. We’ll recommend an approach, keep it flexible, and adjust as better options appear.