Ship production AI in weeks—not quarters.
Nevriq helps founders and CTOs build and deploy reliable AI features and automation—complete with evaluation, guardrails, monitoring, and a clean handoff so your team can own it.

Real-time monitoring dashboard with actionable metrics
"Nevriq helped us reduce call transfers by 70%. The staged rollout approach meant zero disruption to our existing workflows."
"Our support team handles 40% more tickets without adding headcount. The confidence gating means we trust it to run autonomously."
"Daily VoC insights changed how we prioritize. We're responding to negative reviews within hours instead of discovering them weeks later."
"The ROI was clear within the first month. Our agents now focus on complex cases while the AI handles routine inquiries perfectly."
"What impressed us most was the evaluation framework. We could see exactly how the AI was performing and where to improve."
"We went from idea to production in 6 weeks. The monitoring dashboard gives us confidence to scale without worry."
Outcomes, not experiments
We focus on high-impact workflows that drive measurable business results. Each engagement ships production AI with monitoring, guardrails, and a clean handoff.
See how we've helped teams ship AI to production → View case studies
Productized delivery that closes fast
Fixed-scope sprints for speed, then monthly AI Ops to keep systems accurate, safe, and improving.
One workflow deployed with guardrails, evals, and monitoring—so you can measure impact immediately.
- Discovery + KPI definition
- Integrations + access controls
- Evaluation harness + acceptance tests
- Guardrails + staged rollout
- Monitoring dashboard + ROI report
- Runbook + handoff
Monitoring, evaluation refresh, tuning, and workflow expansion—so production performance doesn’t drift.
- Monitoring + alerting
- Evaluation refresh cadence
- Prompt/model tuning
- Knowledge base hygiene loop
- Monthly KPI + ROI reporting
- Roadmap for expansion
Safer rollouts. Measurable outcomes.
Your AI system is only valuable if it’s trustworthy in production. We build with guardrails, evaluation, and monitoring from day one.
- Grounded responses + citations (where applicable)
- Confidence thresholds + safe escalation
- Human-in-the-loop controls
- Audit logs for decisions and actions
- Evaluation harness with acceptance tests
- Monitoring dashboards + alerts
- A/B experiments for workflows
- Monthly ROI reporting + improvement roadmap
From pilot to production—in 1–3 months
A phased approach that balances speed with safety. We ship incrementally so you see value early and confidence grows with each phase.
- Define the workflow, success metrics, data sources
- Set guardrails (privacy, tone, escalation)
- Access review + integration requirements
- Connect to your tools (helpdesk/CRM/KB)
- Implement retrieval/agents and workflows
- Create evaluation harness + test set
- Baseline performance, run acceptance tests
- Roll out gradually (shadow → limited → scale)
- Tune based on real-world feedback
- Monitoring dashboards + alerting
- Runbooks, training, documentation
- Plan to expand to the next workflow
We can deliver a tightly scoped pilot in 4–6 weeks when requirements and integrations are straightforward.