Self Sufficient Production 24x7
Adapt to your existing stack on trust basis, modular model, highly flexible design to your settings.
Trusted by teams running critical infrastructure
Agentic on-call management
The problem
Alert storms bury the signal, and the post-incident paperwork lands on the same engineer who just lost a night to it.
How Regen solves it
Alert Routing & Noise Reduction
Oncall Management
Bidirectional Sync
AI-powered Paperwork
Checkout Service Cascade
checkout-api · payments-api
Root cause found
Missing index on payment_intents.webhook_id — pool exhausted, 8,400 users blocked.
Evidence
Response
Circuit breaker enabled, pool scaled 200 → 800
Rollback verified — error rate 68% → 2.1%
Adaptive Root Cause Analysis Engine
The problem
Deep investigation means slow dashboard splunking and messy troubleshooting, while the incident keeps burning.
How Neuri solves it
Seconds, not hours
Adaptive memory
Steering mode
Human approval
payments-api OOMKill cascade — 2026-07-04
payments-api · payments-worker
91%
Root cause found
Deploy a3f9c2 cut the payments-api memory limit from 512Mi to 256Mi — the container OOMKills under normal load.
Evidence
Reasoning steps
Deploy a3f9c2 lowered the payments-api memory limit from 512Mi to 256Mi
Kubernetes OOMKills the container repeatedly, producing a restart cascade across all 3 replicas
Review history
APPROVED by @priya · 14:31
Auto heal, under approval
The problem
The fix lives as tribal knowledge with one senior engineer, and the runbook that worked last time was never written down.
How Reflex solves it
Runbook builder
Knowledge library
Shadow mode
TelevisionOps
payments-api · OOMKill auto-remediation
Trigger · Neuri diagnosis · confidence ≥ 85%
Execution mode
Actions
Revert deploy a3f9c2
restore memory limit 256Mi → 512Mi
Roll restart payments-api
3 replicas · surge 1, maxUnavailable 0
Verify recovery
OOMKill rate = 0 for 5 min
Post back to incident
attach actions to INC-4821
Talk to production
The problem
Every answer costs another query language, and “not our code” turns into an hour of debate between vendors.
How Gills solves it
Everything at one place
Plain conversation
Act from chat
Gated access
Ask Gills
INC-4821 · payments-api OOMKill cascade
What caused the latency spike recently?
Gills
Deploy a3f9c2 cut the payments-api memory limit from 512Mi to 256Mi. The container OOMKilled under normal load, taking all 3 replicas into a restart cascade — p99 went 120ms → 2.4s.
Suggested
How accuracy is enforced in production
80%
Accurate
Robust Quality Gates
Integrated with the production tools.
Evaluation benchmarks
Accuracy gates with confidence scores. Validated for every reasoning
Human in the loop
Playbook and Runbook with manual approval quality-check layer before it enters the knowledge library.
Steering
Edit and redirect the reasoning steps, then re-execute with the best result.
Guardrails
Hard limits on reasoning loops, tool-use depth and iterations, token usage and LLM response bounds and more.
Redaction
Strictly enforce PII and Sensitive information masking. No data leaks to the LLM.
Shadow mode
Simulate against the live system. Promote to live only once your confidence is high.
Your data, your control
Bring Your Own Key (BYOK)
Bring your own LLM key, with multi-vendor multi-model support.
Data Leakage Prevention
PII and Sensitive information masking with strict data governance layers.
Multiple Deployment Options
On-prem, Air-gapped and Private Cloud, Managed Cloud SaaS Deployments, configured and validated by a dedicated Forward Deployment Engineer.
Access Control and Auditing
RBAC, MFA, Custom SSO/SCIM provisioning and Audit trails
Compliant on
Deploys to
$500k
saved annually
No seat-based pricing on any tier
Based on a 100-engineer team baseline.
Product updates & reliability notes, straight to your inbox.
From the blog
Incident management insights
Top 10 PagerDuty Alternatives for 2026
PagerDuty bills per seat and the cost grows with every hire. Compare 10 alternatives, led by FluidifyAI Regen: no per-seat pricing, AI post-mortems included.
Top 4 Hyperping Alternatives for 2026
Hyperping's on-call stops at fixed escalation chains. Compare it to FluidifyAI Regen, Better Stack, PagerDuty, and UptimeRobot for real incident coordination.
Top 4 xMatters Alternatives for 2026
xMatters charges per seat for automation most teams never use. Compare it to FluidifyAI Regen, PagerDuty, Opsgenie, and incident.io for on-call and incident coordination.
Frequently asked questions
Regen is agentic on-call management. Neuri is the adaptive root cause analysis engine. Reflex is the auto heal engine that rolls out fixes. Gills is the production talker - the chat layer across all three. Together they run the incident cycle end to end, from alert through to validated fix.