AI and data systems for finance and industry.
We put AI into production at large companies and build the systems that process their data as it arrives, from transactions to sensor readings.
What we do
Large companies usually have the data and a few AI pilots. What’s missing is the engineering in between: pipelines that hold up at volume, tests before every release, controls an auditor can follow. That’s what we build.
What we build
Enterprise AI
For companies rolling AI out team by team, with data access, answer quality and spend governed from one place.
More on enterprise AIFinance
Monitoring that decides inside the payment path and keeps its latency when volume peaks.
More on financeIndustry
Quality, maintenance and output, seen early enough to act on, for manufacturers and industrial operators.
More on industryData platforms
For teams that disagree on the numbers: shared definitions, tested pipelines and costs that stay in line at volume.
More on data platforms
How we work
Runs on your infrastructure.
Cloud, data center or edge, under your security policies. We don’t host your data.
You own the code.
Code, pipelines, prompts and test sets live in your repositories from the first commit, and stay when we leave.
A person decides.
AI drafts, scores and routes. Anything with consequences waits for a person, and each decision is logged with its evidence.
Measured before and after.
Each project starts from a baseline we measure with you, and is judged against it. Your numbers, not ours.
How a project runs
Assessment
Three weeks, fixed scope. We map systems, data and controls, and build one working prototype.
Build
Milestone by milestone. Each one ends with working software, not a report.
Handover
Documentation, runbooks and training, so your team can run it without us.
Common questions
What does Stelcorp do?
Stelcorp is a software and engineering company that builds enterprise AI and large-scale data systems for large companies in finance and industry. It builds four kinds of systems: enterprise AI platforms, real-time transaction monitoring for financial companies, AI and data systems for industrial operations, and large-scale data platforms.
Which companies does Stelcorp work with?
Large companies in finance and industry. In finance: banks, fintechs, exchanges, payment companies and brokers. In industry: manufacturers and industrial operators. The enterprise AI and data platform work is for large companies rolling AI out team by team, or whose teams disagree on the numbers.
Can Stelcorp deploy AI in our own cloud?
Yes. Stelcorp’s systems run on your infrastructure: your cloud account, your data center or edge servers, under your security policies. Stelcorp doesn’t host your data. Models run there or through providers you already contract with.
How does an engagement with Stelcorp start?
With an assessment: three weeks, fixed scope. Stelcorp maps your systems, data and controls, measures a baseline with you and builds one working prototype. The build then runs milestone by milestone, each ending with working software, and closes with a handover of documentation, runbooks and training, so your team can run the system without Stelcorp.
Who owns the code Stelcorp writes?
You do. Code, pipelines, prompts and test sets live in your repositories from the first commit, and stay when Stelcorp leaves. AI drafts, scores and routes, but anything with consequences waits for a person, and each decision is logged with its evidence.