Enterprise AI Systems Partner
Enterprise AI systems that actually ship.
We build secure, AI-native platforms for document-heavy, decision-heavy teams in advisory, finance, and compliance. Our systems handle document intelligence, workflow automation, and decision support — deployed with the governance that regulated environments demand.
Enterprise Deployments
15+
Data Points Secured
4B+
Tenant Isolation
100%
Proprietary Engines
3
Core capabilities
From dense documents to clear decisions.
Our expertise: structuring chaotic data, automating tedious decisions, and keeping every process behind a zero-trust security wall.
Automated Document Analysis
Your team spends days reading dense contracts and moving data into spreadsheets....
Workflow Automation
Stop managing operations through email chains and disconnected spreadsheets. We ...
Governed Decision Analytics
Your leaders wait days for data teams to write SQL queries. We let them ask ques...
Data Security & Discovery
Before you connect AI to your data, you need to know what that data contains. We...
System Analysis
Running
Why Dotnitron
Engineered for teams that cannot afford mistakes.
Access control, audit logs, and data sovereignty are the most important parts of our systems — not an afterthought.
You talk to engineers, not salespeople
When you bring us a problem, we diagram the architecture, map the data flow, and tell you exactly what it will cost and how long it will take. No pitch decks.
We use our own battle-tested engines
InsightGale, SemeLabs, and Pelestra are products we built because we kept solving the same painful problems. They accelerate your build dramatically.
We understand enterprise paranoia
Security is not a feature we bolt on at the end. It is the reason our clients hire us. We only build systems that give CISOs complete peace of mind.
strictCompliance: true,
autoScale: true
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Deployed ↵
Our Process
Every engagement follows a deliberate sequence.
We don't skip steps. Discovery, scoping, architecture, build, and handover — with checkpoints that keep your team in control.
Find the heaviest burden
We sit with you and locate the exact manual process burning the most time and money. If AI will not measurably fix it, we say so.
Lock down the perimeter
Before writing a single line of logic, we define the security boundary. Your data is isolated — on your servers or in a private cloud tenancy.
Build the system
We construct the data pipelines, configure the models, and design the interface your team will actually use to get their work done faster.
Hand over the keys
We deploy a fully functional, hardened system into your environment, train your staff, and provide every audit log your compliance team needs.
Products born from real client problems
Our proprietary engines accelerate every build.
InsightGale, SemeLabs, and Pelestra exist because we kept solving the same painful problems. They are proof of our execution depth.
InsightGale
Stop reading thousands of pages to find a few data points. InsightGale extracts information from massive, complex documents accurately and fast.
SemeLabs
Let your leaders query internal data with natural language, backed by the rigorous security and access controls your IT team requires.
Pelestra
You cannot safely use AI if you do not know where your sensitive data lives. Pelestra discovers, classifies, and restricts access rigorously.
0+
Enterprise Deployments
0B+
Data Points Secured
0%
Tenant Isolation
0
Proprietary Engines
Who we serve
Built for high-trust, document-heavy enterprise teams.
We specialize in industries where the data is sensitive, the workflows are complex, and the cost of mistakes is unacceptable.
Advisory & Consulting
Document volume exceeds human review capacity
Financial Services
Compliance blocks AI adoption over data leakage fears
Legal & Compliance
Regulatory review timelines are shrinking while volume grows
Private Equity & VC
Due diligence data rooms demand weeks of manual extraction
Corporate Operations
Leadership waits days for data teams to run queries
Common questions
What it looks like to work with us.
We prefer blunt honesty. When leaders evaluate us, these are usually the first things they want to know.
Are you a SaaS product or a custom engineering firm?
Both. We are an engineering partner that builds a custom system for your exact workflow. But we don't start from scratch — we use our own proven engines as the foundation, which saves you significant time and cost.
We have extremely strict data privacy rules. Can we still use AI?
That is specifically why clients choose us. If you cannot use ChatGPT or public cloud AI because of data privacy, we build a private system that runs entirely on your servers or in your isolated cloud tenant. Your data never leaves.
How do we know if our problem is worth solving with AI?
Look at what your most expensive people spend their time doing. If highly-paid analysts are spending 20 hours a week pulling numbers out of PDFs, you have a very expensive bottleneck. That is exactly what we eliminate.
Is your team drowning in documents or blocked by compliance?
Talk to someone who knows how to fix complex workflows with secure software.