Autonomous Enterprise Operations

Unified Intelligence Layer for Enterprise Operations

Ops Singularity is one orchestration platform for enterprise operations, spanning IT, security, data, finance, process and the wider business. It observes or plugs into the systems you already run, investigates across all of them, and acts through approved, reversible Action Tickets. One closed loop, not another dashboard.

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.

Governed AI
  • Data curated & anonymised before any model
  • Typed least-privilege: Sentinel reads, ProcBot & Sherlock act
  • Every decision explained, with citations
  • Deterministic on regulated decisions
  • Runs in your perimeter (air-gapped or on-prem)
  • Every action via a reversible, audited Action Ticket
What is Ops Singularity

One platform to run
enterprise operations.

Ops Singularity is a central orchestration platform. It connects to the systems you already run, understands what is happening across all of them, and acts to resolve issues through approved, reversible Action Tickets. One closed loop across IT, security, data, finance, process and the wider business.

What it is
A single orchestration platform for enterprise operations, not another point tool.
How it works
Observe or integrate, investigate across systems, act via Action Tickets, then validate.
What it runs on
Sentinel AI, ProcBot, Sherlock, Integration Connectors and the Data Governance Fabric, all included.
What you need
Your existing tools. Take only the pillars you need; native observability fills the gaps.
The cost of tool sprawl

Your ops team is drowning
in tools, not answers.

Tool Sprawl - Disconnected Point Tools

A monitoring dashboard for metrics. A terminal for infrastructure. A distributed tracing tool for traces. A log aggregation platform for logs. An identity provider for access. A SIEM for security events. A cost tool for cloud spend. An ITSM for tickets. Each with its own login, query language, and dashboard. No one sees the full picture.

Manual Investigation - Hours Lost to Manual Correlation

Every incident requires an L2 engineer to manually correlate data across multiple systems. Most tickets escalate from L1 to L2 because L1 lacks tool access or tribal knowledge. Nights and weekends disrupted.

Tribal Knowledge That Walks Out the Door

The person who knows why checkout breaks when pricing deploys. The RBAC model only two people understand. The runbook on a sticky note. When they leave, so does the knowledge.

Compliance Audits That Take Weeks

Compliance evidence requests scatter across five teams. Each team manually exports screenshots and logs. Three weeks of effort, incomplete evidence, auditor findings. Repeat every cycle.

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 AI agent.
Sentinel AI 10 Pillars Zero Silos
Sentinel AI

Your L1. Your L2.
On call. 24/7.

Sentinel doesn't just alert - it investigates, diagnoses, and resolves. Autonomously or conversationally. Your choice.

Detailed RCA, Postmortem & Citations

When an alert fires, Sentinel investigates across systems before any human is notified, then delivers a detailed root cause analysis and an automated postmortem. Every finding carries citations back to the evidence it was drawn from, so anyone can verify the reasoning. Investigation runs in minutes, not hours.

Copilot - Conversational Operations

Your engineers investigate in plain English. "What is happening with order-service?" Copilot queries 4 data sources and responds with a structured answer. No complex query languages, no tool switching.

MOP - Method of Procedure Intelligence

Encode your tribal knowledge once. Sentinel follows it forever. RBAC debugging, onboarding validation, login failure investigation - every business process becomes a procedure that any L1 can execute.

Proactive Agent - Calls and Messages You

Suspicious login from an unknown country? Sentinel calls the user: "Was this you?" SSH brute force on a production server? Sentinel calls the VM owner: "Should I isolate this?" Human in the loop, at machine speed.

Deep Dive into Sentinel AI →
Sentinel AI - Incidents Dashboard
Service outage - payment-service Resolved
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
5
RCA: Memory limit insufficient. Recommendation: raise the memory limit.
SRE
Why is checkout-service latency so high?
Sentinel Copilot
pricing-service accounts for almost all of the latency. Traced to a full table scan on pricing_rules, introduced in a recent deployment. Missing composite index on (region, tier). Fix: create the index or roll back.
Minutes
Time to RCA
Most
L1 deflected
24/7
Coverage

How Sentinel Thinks

Every use case. Every domain. Every incident. The same intelligence loop - applied in seconds.

01
Observe

Detect the signal before it becomes an outage. Sentinel monitors every metric, log, trace, alert, and security event - continuously, across all pillars.

Alertmanager webhooks
Time-series monitoring
Predictive anomaly alerting
Alert correlation, noise reduction
Security events
Identity management logs
02
Investigate

Query every data source simultaneously. Cluster management commands, distributed traces, log searches, database queries - all executed in seconds by Sentinel, not an engineer.

Cluster diagnostics & logs
Service Ops trace analysis
Automatic severity scoring & routing
Identity system queries
Cross-service log correlation
03
Act

Deliver complete root cause analysis. Resolve autonomously where safe. Escalate to a human when judgment is needed - with all the evidence already compiled.

RCA reports with evidence
Auto-remediation (ProcBot)
Slack/Teams guidance, auto-ticketing
User verification calls
Compliance audit packages
04
Optimize

Every fix is validated, not assumed. Sherlock continuously monitors resolved incidents to confirm stability. Patterns encoded, MOPs improved, recurrences caught before they repeat.

Sherlock fix validation
Auto-generated post-incident reports
Recurrence detection
MOP effectiveness scoring
Capacity planning recommendations
Ops Pillars

Ten operations domains.
One intelligence across all of them.

Each pillar is a module. Switch on the domains you run, skip the ones you do not: the fixed core stays the same underneath. Ops Singularity integrates with the tools you already have and adds native observability where you have gaps.

Telemetry Ops
OpenTelemetry-native logs, metrics and traces, unified at petabyte scale.
Collectors for most languages & stacks
Petabyte-scale storage & fast query
Dashboard builder for every signal
Service Ops
End-to-end service observability, from user request to database query.
Distributed tracing & dependency mapping
Cross-service log correlation
Query performance monitoring
Infra Ops
Infrastructure and workloads, healthy at enterprise scale.
Cluster & resource health
Workload lifecycle analysis
Capacity & remediation automation
AI Ops
Keep models and AI pipelines healthy and trustworthy in production.
Model & pipeline monitoring
Drift & data-quality checks
Inference performance & cost
Data Ops
Healthy data pipelines. Quality issues caught before they reach a decision.
Pipeline health & failure alerts
Data quality & drift detection
Ingestion lag monitoring
Fin Ops
Cloud cost intelligence. Anomalies caught before the invoice arrives.
Real-time cloud spend monitoring
Cost anomaly detection & alerts
Resource rightsizing recommendations
Process Ops
See how work actually flows across systems, and fix where it breaks.
Process discovery & mining
Bottleneck & SLA-breach detection
Cross-system process orchestration
Security Ops
SIEM-grade threat detection with enterprise compliance built in.
Threat detection & correlation
MITRE ATT&CK threat mapping
Compliance evidence automation
DevSec Ops
Security and delivery in one loop, from commit to production.
Pipeline & build health
Vulnerability & policy checks
Change risk scoring & rollback
Managed Ops
Run the managed application estate. Every incident ranked by real business impact.
Incident command with blast-radius impact
SLA & error-budget governance
Governed service-to-process mapping
Core components

The fixed core,
in every deployment.

Sentinel AI and these components are the core of Ops Singularity. Every deployment includes all of them, whichever pillars you switch on. Nothing here is a separate purchase or an add-on.

Sentinel AI
The intelligence component. Observes, correlates, decides and explains across every pillar, autonomously or on request.
ProcBot
Executes procedures at scale. Every MOP versioned and run through an approved, reversible Action Ticket.
Sherlock
Validates every fix. Closes the RCA loop and catches recurrence before it repeats.
Integration Connectors
The connectivity layer. 2,000+ governed connectors to the systems you already run.
Data Governance Fabric
Curates and anonymises data before it reaches any model, and governs it end to end.
Alerts & Rule Engine
Deterministic rules and alerting for the known and the regulated, no guesswork.
Data Ingestion & Transformation
Ingests and transforms data at big-data scale: batch, streaming and change-data-capture, ready for the platform.
Built-in platform foundation

Enterprise controls are part of the platform, not bolt-ons.

RBAC ABAC Builders Reports framework Audit & Governance framework

Built on Real Enterprise Scenarios

View All 14 Use Cases →
Business · Supply Chain

Supply Shock to Revenue Protected

A supplier slips two weeks. Ops Singularity maps the delayed part to the customer orders and revenue at risk, finds an alternate source, and raises the purchase order through an Action Ticket. Revenue protected before anyone calls.

Minutes
impact sized
Tier-1
orders protected
Reversible
every action
Business · HR + IT

Employee Onboarding, Day One

A new hire lands in the HR system. Ops Singularity provisions identity and app access by role, enrols global payroll, and books the resource, across HR, identity and IT as one flow. Productive on day one, least privilege by default.

Day one
access ready
Least
privilege by role
Audited
every grant
Finance · Business

Procure-to-Pay Invoice Exception

An invoice does not match its purchase order. Ops Singularity runs the three-way match, investigates the variance against the contract, and posts the clean invoices for payment through an Action Ticket. AP sees only the true exceptions.

Auto
three-way match
Fewer
exceptions to AP
Reversible
postings
Infrastructure · Autonomous

Autonomous Incident Lifecycle - 2 AM Service Outage

Payment service crashes at 2:47 AM. No engineer is paged. Sentinel investigates across logs, traces and monitoring, and delivers a complete RCA in minutes. Zero human involvement.

Minutes
to full RCA
Hours
saved per incident
Zero
Engineers woken
Security · Proactive Agent

Unusual Login - Sentinel Calls the User

Login detected from São Paulo at 3 AM for a New York-based user. Sentinel calls their verified number: "Was this you?" User says NO. Account locked, sessions killed, security alerted - in seconds.

Seconds
detection to lock
Hours
exposure prevented
Zero
Analyst needed
Business Process · MOP

RBAC Debugging - "User Can't See GIS Module"

L1 types the ticket into Copilot. Sentinel loads the RBAC debugging MOP, queries the identity system, compares with a working user, finds the missing groups - in seconds. No L2 escalation. No tribal knowledge needed.

Seconds
resolution time
No
L2 escalation
Zero
Escalations
Security · SIEM

SSH Brute Force - VM Owner Called to Isolate

Repeated failed SSH attempts from a known scanner IP on a production database server. Sentinel calls the VM owner: "Isolate from public access?" Owner confirms. Firewall rule applied, SSH locked to bastion - in seconds.

Seconds
containment
Zero
dwell time
Zero
Dwell time
Compliance · Automation

Compliance Audit Evidence - Weeks to Minutes

Auditor requests evidence across multiple control areas. Sentinel queries the identity system, deployment records, SIEM, and Incident records - compiling the evidence with metadata and compliance control mapping. Ready in minutes.

Minutes
evidence ready
Zero
manual effort
Zero
Audit gaps
IT Support · Copilot

Service Topology RCA - 5 Hops to the DB

"Checkout is slow." Copilot traces every service hop, from gateway to pricing service to database, and identifies a full table scan from a missing index in the latest deployment. Root cause in minutes.

Minutes
full RCA
End to end
auto-traced
One
chat interface

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.

See it run on your stack

Operations that
run themselves.

See Sentinel investigate a real production incident, run a live Copilot session, and walk through the ROI for your specific environment. No deck. Just the platform.

Enterprise-ready. Custom demo environment. A short, focused session.