Wilab
Decision Intelligence Agent · Telco

Ask your network data anything
Decide in minutes

Train the agent on your data, your business rules and your knowledge.

Live in a 15M-subscriber network Your NOC's AI network analyst Detect anomalies, correlate alarms, metrics and logs, and automate operational workflows — so engineers stop waiting on the data team. Reads the alarms, logs, metrics and topology from the OSS you already run — no rip-and-replace.
Built for Tier 1 telco · industrial operations · critical infrastructure
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Clients & data engineering heritage
See the problem it solves↓
The problem

Too many dashboards, too much noise, and the only person who understood them just moved to another team

Your team follows procedures. Alarm fires → L1 tries → escalates to L2 → escalates to vendor. Meanwhile, the data team is swamped, dashboards nobody understands keep piling up, and your engineers — the ones who actually know the network — can't self-serve a single analysis without filing a request. Days of waiting for an answer they could have found themselves.

Why not just use Grafana or Datadog?
  • ✕every new detection or correlation requires your data team — your engineers can't do it themselves.
  • ✕you have more dashboards than eyes — and the only person who understood them just moved to another team.
  • ✕when 900 alarms fire in 2 seconds, they all look the same: no context, no correlation, no recommended action.

The tool isn't the hard part. Turning operational noise into a decision is.

What your team can do

Your engineers, self-sufficient

No data engineering degree required. Pulse gives the people who understand the infrastructure the tools to build, detect, and act — on their own.

Set up anomaly detection in a few clicks

Pick any metric, set upper/lower bounds and minimum severity. Done. No SQL, no code, no ticket to data.

Build alert logic by dragging boxes

Combine detection jobs with AND, OR, and threshold conditions. Route only the alerts that matter to Email, MS Teams, Slack, or any webhook.

Ask the agent what's critical now

"What's the most critical issue across the network today?" — answered in seconds, with context. No dashboard hunting, no waiting on a report.

Correlate traffic across the network

Compare throughput and KPIs across nodes and equipment in one query — spot degradation against baseline in seconds. 2-minute granularity, not 15.

AI alarm correlation

Turn 900 raw alarms into one enriched alert with region, root cause, and recommended action — so your team acts, not triages.

AI automation

Chain detection, reasoning, and action into a workflow: trigger on a threshold, let the agent decide, and fan out to tickets in your current systems, or any webhook. Insight isn't the last step.

All of it without calling the data team — because they're already swamped.
What makes us different

Built for operations engineers
Not for data engineers

Grafana and Datadog are powerful. They're just not built for your team to use alone.

We've spent 8 years building real-time data infrastructure for Tier 1 telco operators — where a 15-minute delay costs millions. Pulse brings that same infrastructure-grade reliability to your operations team, wrapped in tools anyone can use without a data engineering specialist.

Your metrics, alarms & logs
Your operational rules
Your team's domain knowledge
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What we do
Collect · normalize · correlate
real-time ingestion, dedup, and secure exposure to AI via MCP
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Result
A self-serve operations platform your engineers actually run & an AI agent that understands your network
Detection, correlation, and AI analysis — owned by your team. AI-provider agnostic.
Live in a 15-million-subscriber network and a mining operation
See it in action

900 alarms in 2 seconds, one alert that tells you what to do

When an avalanche of alarms hits, Pulse correlates and enriches them in real time — so your team gets signal, not a flood.

Alarm correlation Demo · see it in action
↓ correlated & enriched ↓
900 dying-gasp alarms received in 2 seconds — northern region, 3 nodes affected. Probable root cause: city-wide blackout.
In a 15M-subscriber network, 900 alarms can fire in 2 seconds · Pulse turns them into 1
Real product behavior · anonymized data
Security & fit

Runs inside your infrastructure
Connects to what you already have

For critical infrastructure, security isn't a badge — it's where the software runs. Pulse deploys on-prem, in your environment, and speaks to your network the way your engineers already do.

Security & deployment

  • ✓Runs fully on-prem. For telco, you provide a VM with Kubernetes and we deploy there. Your data never leaves your environment.
  • ✓Read-only, never trains a model. The agent reads your sources and nothing more. Your data is never used to train anything.
  • ✓Data residency by design. Because it runs in your infrastructure, your data stays in your territory — no third-party cloud in the path.

Built for your stack

  • ✓Connects directly to your network elements. Nokia, Cisco, and Huawei equipment — built on 8 years extracting real-time data from 4G and 5G core networks.
  • ✓Ingests however your data flows. SNMP traps, Kafka, syslog, REST APIs, direct database, files — and CLI straight to the equipment.
  • ✓Routes into your workflow. Alerts and tickets fan out via webhook to your existing systems, Slack, or MS Teams.
Sources we already ingest
Core network (CMM/CMG) Fault management CDR / EDR / PM files Energy · SNMP traps IP telemetry (BBIP) Internet border Transmission Service experience

See it on your operational data

All we need is access to your data sources and a technical contact during onboarding. No migrations. We connect your metrics, alarms, and logs — and your team starts building.

Start with the capacity you need. Scale as you grow

Pick a time for your demo Or reach out by email
You'll see it working live on real data You can talk to our current clients