Solutions
Solutions
The future of your space is now !
Pod stuck in CrashLoopBackOff after being OOMKilled
A pod that keeps restarting because it runs out of memory: how to tell a limit that is too low from a leak, and how 2501 handles it within your rules.
Disk partition full
Freeing a full partition is easy; freeing it without removing something that mattered is the job. How 2501 recovers space safely, within limits you set.
Resizing an EC2 instance
Changing an instance's size means stopping it, and a stop can cost more than people expect. How 2501 resizes it and brings it back, within limits you set.
Systemd service failing to start
A service that failed and will not start again, even after the fault is fixed. How 2501 finds the real cause, fixes it and confirms the service stays up.
CPU spike above threshold
A high CPU alert fires and the busiest process is not always the one to stop. How 2501 confirms the real cause and brings usage back down, within limits you set.
Service failing on a broken dependency
A service fails and the error points at the wrong place, because something it depends on broke first. How 2501 traces the chain and fixes the real cause.
Guardrails: what an agent may never touch
Five independent layers bound what a 2501 agent can do, and the strongest of them is not the instruction it is given. What each layer stops, in plain terms.
Read-only AI investigation
An AI agent that investigates and reports but cannot change anything, enforced by a second engine rather than the agent's cooperation. How it works and when to use it.
LVM logical volume full
When an LVM volume fills, extending it is the tempting fix. How 2501 frees space safely first, never grows the volume itself, and says whether growing it is warranted.
Vulnerability alert triage: is it really exploitable here?
A CVSS score rates a flaw, not your exposure. How 2501 finds out whether a vulnerability alert on RHEL-based hosts is really exploitable there, and changes nothing.
User cannot log in to the domain
A password reset is the reflex when a user cannot log in. How 2501 finds the real cause first, from a locked account to DNS or replication, and fixes what you allow.
SSL certificate expiring on an HAProxy ALOHA load balancer
Swapping a certificate on a load balancer looks routine until a mismatched key breaks a live site. How 2501 replaces it on HAProxy ALOHA and makes the change stick.
Azure VM unreachable
An Azure VM stops answering and a restart is the reflex. How 2501 finds whether the network, the VM or the system inside it is at fault, and fixes it within your limits.
Rundeck job chain stopped partway
A nightly Rundeck chain stops at one job and nothing after it runs. How 2501 finds why, fixes the cause and reruns the whole chain without bending a control.
Cisco ISE authentication failure
A failed login shows up in Cisco ISE, but the cause often sits elsewhere. How 2501 reads the reason ISE recorded, fixes what belongs in ISE and routes the rest.
Compute Engine instance unreachable
A Compute Engine instance stops answering and the quick fixes are blunt ones. How 2501 finds where the connection fails and makes the most precise fix, within your limits.
Elasticsearch cluster red
Deleting the red index or forcing a stale shard turns a cluster green and can lose data. How 2501 finds why each shard is unassigned and recovers what is safe to recover.
Failed CI run: flaky or real?
Rerunning a failed pipeline until it passes wastes build time and hides real breaks. How 2501 retries transient CI failures once and sends real ones to their owner.
Setting up a site-to-site VPN on a FortiGate
A site-to-site VPN needs matching security settings at both ends. How 2501 configures the FortiGate end from your ticket and reports what is missing instead of guessing.
IIS application pool keeps stopping
A site is down because its IIS application pool keeps stopping. How 2501 finds out why and restarts only that pool, never all of IIS, within limits you set.
NetApp ONTAP volume full
Deleting snapshots frees a full NetApp volume fast, and the wrong one can break SnapMirror replication. How 2501 finds where the space went and fixes it within your limits.
Noisy alert that keeps firing
An alert keeps paging and someone wants it silenced. How 2501 finds out whether it is real, recovered, a misfiring rule or missing data, and keeps silences narrow.
Oracle archived logs filling the disk
Deleting archived logs by hand frees the disk and leaves Oracle's backup records out of step. How 2501 clears them in step with those records, within limits you set.
Adding a security rule on a Palo Alto firewall
On PAN-OS a commit can carry every pending change. How 2501 adds the rule your ticket asks for, previews each commit and never commits edits it did not make.
PostgreSQL running out of connections
Raising the connection limit hides whatever is holding PostgreSQL connections. How 2501 finds it, frees stuck sessions gently and leaves configuration and restarts to you.
Proxmox VE VM will not start
Retrying or clearing a lock rarely gets a Proxmox VE VM running. How 2501 finds why it will not start, starts it within your limits, or says exactly what is in the way.
Reverse proxy cannot reach the server behind it
The proxy is up but the site behind it is not. How 2501 tells a server that is really down from a routing mistake on nginx or Traefik, and fixes only the mistake.
Redis running out of memory
Flushing Redis or lifting its memory limit clears the alert and can lose data. How 2501 finds what is filling the memory, deletes nothing, and leaves capacity to you.
SQL Server transaction log full
Deleting old log backups frees a SQL Server drive and can break the backup chain a restore needs. How 2501 frees space only once that chain is confirmed intact.
Infrastructure drifting from its Terraform configuration
A plan shows changes nobody made in code, and applying it can undo a deliberate fix. How 2501 finds why Terraform drifted and reconciles only when it should.
Veeam backup job failed
Re-running a failed Veeam job only helps when the cause was temporary. How 2501 finds why each machine failed, retries only when it should, and reports real restore points.
VMware datastore full
Deleting the biggest files is the quick fix for a full datastore. How 2501 removes only the snapshots your policy allows and keeps files that only look orphaned.
C: drive full on Windows Server
Deleting shadow copies, dumps or logs frees a Windows drive fast and can cost a restore or a crash analysis. How 2501 clears only what is safe and reports the rest.
Windows server running slowly
Rebooting a slow Windows server hides why it slowed down. How 2501 finds the cause over PowerShell and WinRM and, out of the box, reports it without changing anything.
XCP-ng host reported busy
On XCP-ng the load you see may be the control layer's, not the host's. How 2501 finds the guest behind a busy host and leaves changes to running guests to a person.
Incidence Auto-Resolution
Let our AI agents take the heavy load for you ! Level 1~2 incidence still represent a majority of the cases.
Maintenance Automation
Deleguate small maintenances of your infrastructure to our optimized agents.
Universal Gateway
Connect to any source. ITSM, Telemetry, everything can trigger 2501 agents.
MCP / A2A plugins
Connect our agents to your latest server features !
Industries
Industries
Bring AI to your company
Finance and Insurances
Maintain complex infrastructure.
Heavy industries
Maintain complex infrastructure.
Managed Services Providers
Modernize the way you deal with maintenance and incidence ! Instant ROI !
Research
Research
2501.ai and Cloud Temple Announce a Strategic Partnership to Deploy Autonomous AI Agent Solutions in Highly Secure Cloud Environments
2501.ai and Cloud Temple Announce Strategic Partnership to Deploy Autonomous AI Agent Solutions in Highly Secure Cloud Environments
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Introducing Supershell
Enter Supershell, the next evolution of terminal interaction. More than a copilot, it’s a real-time assistant that transforms your command-line experience.
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Understanding autonomous reasoning AI agents
At 2501, we've researched and created autonomous reasoning AI agents who use advanced decision-making and adaptability. Let’s look at their architecture, current use cases, and future potential.
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AI automated penetration testing
Discover how AI is impacting penetration testing by automating vulnerability scans, intelligent exploitation, and superior testing methodologies.
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News
News
2501.ai available on AWS Marketplace
2501.ai available on "Buy with AWS"
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2501.ai Partners with Cisco to Bring Autonomous AIOps to Enterprise IT and Network Infrastructure
2501.ai joins Cisco Scale Hub to bring autonomous AIOps to enterprise IT and network infrastructure.
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2501.ai Agents Now Compatible with NetApp ONTAP Shell
2501.ai agents can now connect to and operate autonomously within NetApp ONTAP clustershell environments for storage infrastructure remediation.
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2501.ai Agents Now Compatible with Fortinet FortiOS Shell
2501.ai agents can now connect to and operate autonomously within Fortinet FortiOS shell environments for network infrastructure remediation.
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Partners
Partners
Cloud Providers
We're helping Cloud Providers enhancing their customers experience, increase uptime,
quality of deliveries and use the best way their GPU infrastructures.
IT Integration Partners
Integration partners can upgrade their offer with AI using 2501 engine, helping their customers
in their daily management of infrastructure and respond competitively to offers.
Vision
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