AI systems that rearchitect how you operate.
Altor is an AI services company. We identify the workflows where AI can create measurable impact, then build and deploy the systems — live in production, not demo. Starting with your highest-cost manual process.
Systems we connect to
The problem
Most AI never reaches production. We build systems that do.
The industry AI failure rate is 95%. Not because the models are bad — because the systems around them are wrong. Point solutions layered on broken processes. Demos that never ship. Vendors who hand off code and disappear.
We don't layer AI on existing processes. We rearchitect the processes themselves — then stay until the system is in production, delivering measurable impact.
Your engineers spend hours per ticket manually querying systems that machines can query in seconds
Your AI pilots are in demo environments, not production — 95% of enterprise AI projects never ship
Your team lacks the time to identify which workflows AI can actually transform, let alone build them
Your existing vendors build around your current processes instead of redesigning them
Our work
One system in production. More in progress.
Next engagement
We're taking on 2–3 new engagements in 2026.
If your team has a high-volume manual workflow and the engineering foundation to connect it, we want to talk.
How we work
Forward-deployed. Outcome-aligned. Production-grade.
Production AI Systems
We build AI systems that connect to your existing infrastructure and reason over live data — not systems that search docs or generate generic answers. Every system we deploy is in production, not demo.
Forward Deployment
We don't hand off code and disappear. We embed alongside your team — mapping your stack, connecting your systems, building the playbooks. You own the outcome. We own the path to get there.
Weeks to Production
Most AI projects take months to reach production. We scope the right problem first, then move from audit to live system in 3 weeks. Portkey's investigation engine was live in 14 days.
Self-Improving Systems
The systems we build get smarter with use. Investigation playbooks refine against real data. After 200 tickets at Portkey, 80% of investigation logic was reusable across ticket types — without retraining.
Audit
We map your stack, identify the highest-cost manual workflow, and define what "production" looks like for your team.
Build & connect
Read-only integrations live. First investigations running on real data from your systems. No synthetic test cases.
Tune & hand over
System logic refined against actual data patterns. Your team trained. Median impact measured and benchmarked.
"Altor diagnosed in 2 minutes what used to take our engineers 45 minutes of copying data between tabs. Nobody else could even attempt to answer them automatically."
Who we work with
B2B engineering teams with high-cost manual workflows.
We work best with companies that have a clear, high-volume process costing real money — and the engineering foundation (logs, APIs, production data) to connect to. We are not a good fit for companies wanting incremental improvement or a SaaS tool.
AI infrastructure and gateway companies
Every customer ticket is a multi-system investigation. You have the logs. Your team shouldn't be running them manually.
API-first developer tools
SDK errors, webhook failures, and latency spikes require live data from 4–6 systems. That's our exact capability.
Data and analytics platforms
Pipeline failures and query issues live in your logs. Altor reads them, not your engineers.
Companies wanting a SaaS tool to self-configure
We are a services company. We build, deploy, and maintain. If you want software to deploy yourself, we are not the right fit.
Get started
Tell us about the workflow you want to rearchitect.
We'll ask you about the workflow, the systems involved, and the cost of the current process. If it's a fit, we'll scope an engagement and be in production within 3 weeks.