Unified Intelligence Layer for Enterprise Operations

Ops Singularity observes, investigates, resolves and optimizes across your production systems, so operations recover faster and stay in control. It unifies telemetry, operational knowledge and your existing tools under one governed AI core, where every action is approved, reversible and audited.

Signals from the ten Ops Pillars or the tools you already run feed Sentinel AI, the governed intelligence core that acts across your execution and communication channels.

01End Tool Sprawl

Your ops team is drowning in tools, not answers.

A dashboard for metrics, a terminal for infrastructure, a SIEM for security, a cost tool for spend, an ITSM for tickets. Each with its own login, query language and half of the truth. Ops Singularity puts one governed layer over the production stack you already run, so every signal lands in one place and nobody rebuilds context console by console.

One layer, not another tool

Integrates with or replaces what you run today. Nothing is ripped out on day one.

Cross-platform federated detection

Correlates across ITSM, ERP, CRM, HR and identity, incidents no single-platform AI can even see.

Open by design

OpenTelemetry-native ingestion, so your telemetry stays portable.

2,000+
governed integration connectorsevery production signal source, wired once into one intelligence layer
Today's Reality vs. Ops Singularity
Infrastructure
Monitoring Dashboard + Cluster Tools + Terminal
APM / Traces
Distributed Tracing Platforms
Logs
Log Search & Aggregation Platforms
Security
SIEM + WAF + IAM + SOAR
Deployments
Helm + ArgoCD + manual notes
Support
ITSM platform + Jira + Slack + email
━━━ INTEGRATE OR REPLACE ━━━
Ops Singularity One platform. Every operation. One agent framework.
Sentinel AI 10 Pillars Zero Silos
02Resolution, Not Detection

Detection is table stakes. Resolution is the job.

Your stack is very good at telling you something broke; it cannot fix it. When an alert fires in production, Sentinel investigates every connected source at once, before anyone is paged, and delivers evidence-backed root cause with citations in minutes. Known incident patterns are resolved autonomously; your engineers are engaged only where judgment is needed.

RCA, postmortem and citations

Every finding traces back to its evidence, so anyone can verify the reasoning.

Conversational operations

Engineers investigate in plain English; L1 resolves what used to escalate to L2.

Proactive, human in the loop

Suspicious login? Sentinel calls the user. Brute force on a production server? It calls the owner before isolating.

43%
MTTR reduction, measured in productionwithin six months of go-live at a carrier-scale telecom deployment. Reference available under NDA.
Sentinel AI · live investigation
Service outage · payment-serviceResolved
1
Service diagnostics → out of memory, process restarted
2
Service logs → OutOfMemoryError overnight
3
Service Ops traces → latency degradation confirmed
4
Time-series monitoring → traffic spike overnight
RCA: memory limit insufficient for the new traffic profile. Recommendation: raise the memory limit. Fix executed via reversible Action Ticket; Sherlock verified stability.
time to RCAMinutes
L1 deflectedMost
coverage24x7
03Production Hardened

Production hardened, from day one.

This platform was not built in a lab. It was built by a team that runs carrier-scale NOC and managed services operations for a living, and shaped by live production incidents, change freezes and audits. Security is the default, not an add-on, and the architecture is sized for the estates it came from.

Built by people who run production

The same team operates carrier-scale NOC and managed services estates today. The platform ships with that operational muscle memory built in.

RBAC & ABAC from day 1

Zero-trust foundation with role and attribute-based access control, key vault and runtime protection as the baseline, not a roadmap item.

Scalable by design

Petabyte-scale data foundation and containerized, parallel execution, sized for carrier workloads, comfortable in yours.

6 & 12
months live in productionacross enterprise deployments at carrier-scale telecoms. Hardened where downtime actually costs money.
✓ Hardened in production ✓ In production with enterprise customers today ✓ Built by a team that runs carrier-scale NOC & managed services operations
The stack underneath · hardened from day one
carrier-scale NOC & managed services DNAProduction Hardened
RBAC · ABAC · key vault · runtime protectionZero-Trust Security
petabyte-scale foundation · 1,000s of parallel runsCarrier-Grade Scale
change-freeze aware · 24x7 · built for the pagerOperational Discipline
RBACABACKey vault24x7
04Governed AI

AI you can trust with production data.

Your telemetry, tickets and identity data are the crown jewels, and most AI platforms ask you to hand them over blind. The Data Governance Fabric curates and anonymises data before it reaches any model, access is typed least-privilege, and every decision the platform makes is explained, with citations you can verify.

Curated & anonymised before any model

Raw production data is never handed to a model; the Data Governance Fabric filters and masks first.

Typed least-privilege

Sentinel reads; ProcBot and Sherlock act, each under explicit, scoped grants. No component holds more access than its job.

Explained, with citations

Every finding traces back to the evidence it was drawn from. You verify the reasoning, you do not take it on faith.

100%
of decisions explained, with citationsnothing the platform concludes or does in production is a black box
Governed
AI core
every decision cited & auditable
Curate & anonymise
Least-privilege access
Explained with citations
Deterministic rules
Human approvals
Full audit trail
05Knowledge Retention

Tribal knowledge that stops walking out the door.

The person who knows why checkout breaks when pricing deploys. The RBAC model two people understand. The runbook on a sticky note. Ops Singularity encodes that production knowledge as versioned, governed MOPs that ProcBot executes and Sherlock validates, so the procedure outlives the person and every fix makes the next one smarter.

Encode once, execute forever

Every business process becomes a procedure any L1, or the platform itself, can run.

Validated, not assumed

Sherlock checks every fix against live metrics and scores procedure effectiveness.

Faster onboarding, calmer on-call

New engineers execute proven procedures on day one instead of learning by outage.

85%
automation of routine manual operations, measured in productionacross live enterprise deployments of Ops Singularity. Reference available under NDA.
The life of a procedure
1
Encodea runbook becomes a versioned, governed MOP
2
ExecuteProcBot runs it via reversible Action Tickets
3
ValidateSherlock verifies the fix against live metrics
4
Learnevery run feeds the next investigation
06Sovereign by Design

Your perimeter. Your data. Your rules.

Most AI platforms need your data to leave; regulated production environments cannot allow it. Ops Singularity runs entirely inside your perimeter, air-gapped included, with the Data Governance Fabric curating and anonymising data before it reaches any model. Sovereignty here is not a deployment option bolted on later; it is how the platform was designed.

Air-gapped and on-prem ready

Full capability inside your perimeter, no callbacks, no data egress.

No lock-in

OpenTelemetry-native with a built-in ITSM layer; your data stays portable.

Compliance evidence, continuously

Audit trails and lineage generated as operations run, not compiled for three weeks before the audit.

0
data egress requiredfull capability inside your perimeter, air-gapped included. Your telemetry, your knowledge and your models stay home.
Your perimeter
full platform, air-gapped readyOps Singularity
OpenTelemetry-native, portableYour telemetry
curated & anonymised inputsYour models
everything under one roofBuilt-in ITSM
0 data egress · nothing leaves

Built for the demands of
enterprise operations.

Ops Singularity is designed for industries where uptime, compliance, and security are not negotiable.

Financial Services

Trading platforms, core banking, payment systems. Where every minute of downtime costs millions and a single compliance gap costs careers.

Autonomous incident response for payment service outages
Real-time brute-force and credential attack detection
SOX and regulatory compliance evidence automation
Cloud cost anomaly detection for trading infrastructure
Pre-deployment risk scoring for core banking changes

Professional Services

Consulting, audit, and advisory firms managing enterprise client platforms across hundreds of engagements simultaneously.

Client portal access debugging (RBAC) without L2 escalation
New engagement onboarding validated in 30 minutes
Compliance audit evidence in 30 minutes
Privilege escalation detection with manager verification
Multi-tenant platform operations across client engagements

Technology & SaaS

Microservices at scale. Continuous delivery. Platform engineering teams responsible for the systems that power everything else.

Zero-touch incident lifecycle for overnight production issues
Conversational RCA replacing 4 separate investigation tools
Deployment impact assessment before every release
Service topology analysis for microservice latency
Fin Ops cost anomaly detection for cloud-native workloads
Why Ops Singularity

Most AI platforms build agents for one system.
Sentinel orchestrates across all of them.

ITSM platforms have their own AI. ERP, CRM, HR - each is powerful inside its own walls. But enterprise problems do not stay inside one platform. Sentinel is the master orchestrator that sits above your stack, connects the agents you already run, and resolves the problems no single platform can.

01

Federated detection

Correlates signals across ITSM, ERP, CRM, HR and identity to find root causes that span four platforms.

02

Agent-to-agent orchestration

Coordinates the platform-native AI you already run - no rip-and-replace, no retraining your teams.

03

Cross-system execution

Resolution, not just detection. Sentinel executes the fix end-to-end across every system involved.

04

Purpose-built for AMS

50+ pre-built agents covering Incident, Change, Problem, SLA, ERP automation - ready on Day 1.

05

Built-in governance

Every decision is auditable with a confidence score and a natural-language explanation. Not bolted on.

06

2,000+ connectors

Wire any system - REST, MCP, RFC, webhooks, event-driven - without custom integration work.