We build the AI infrastructure. You focus on the business.
Off-the-shelf AI tools solve generic problems. Your business has specific ones. We design, build, and deploy custom AI solutions on your infrastructure: RAG systems, automated analysis, intelligent workflows, and more. Everything self-hosted, privacy-first, no vendor lock-in. You own the code, the data, and the solution.
ChatGPT can answer questions. But can it analyze your test logs?
Generic AI tools are powerful but blind to your data, your processes, and your domain. Custom AI solutions connect directly to your systems and solve specific business problems.
Solves your specific problem
Not a general chatbot. A system designed around your data, your workflows, and your business logic. Trained on your documents, connected to your tools, tailored to your team.
Data stays with you
Sensitive documents, customer data, source code, test results: nothing leaves your infrastructure. Self-hosted models when needed. External APIs only through your controlled gateway.
Measurable ROI
Every project starts with a clear business problem and success criteria. We track impact from PoC through production. If the PoC doesn't prove value, we don't build further.
Real solutions for real business problems
These are examples of solutions we've designed and deployed. Each one started with a specific pain point and ended with a production system that runs 24/7 on the client's infrastructure.
Employees waste 30+ minutes searching Confluence, SharePoint, and shared drives for answers that exist somewhere in thousands of documents.
Retrieval-augmented generation system that indexes your entire knowledge base. Employees ask questions in natural language, get answers with source references. Self-hosted, respects access permissions, GDPR-compliant.
HR teams manually review hundreds of CVs per position. Bias is hard to control. Screening takes days or weeks.
AI-powered candidate matching and scoring system. Analyzes CVs against job requirements, generates structured evaluations, suggests interview questions tailored to each candidate's profile. All data stays internal.
QA teams spend hours analyzing regression test failures across 1000+ tests. Root causes are buried in log files. Same failures keep recurring.
Automated analysis engine that ingests test results, correlates failures across test suites, identifies patterns, and suggests root causes based on historical data. Integrates with your CI/CD pipeline.
Deployment pipelines break unpredictably. Code reviews take too long. Teams don't know whether a release is risky until it's in production.
Intelligent pipeline analysis that scores deployment risk based on code changes, historical failure patterns, and test coverage. Automated code review suggestions. Smart test selection to run only what matters.
Maintaining SOC 2, ISO 27001, or NIS2 documentation is tedious. Documents go stale within weeks. Auditors find gaps every time.
AI system that reads your Infrastructure as Code, security configurations, and policies, then generates and maintains compliance documentation automatically. Detects drift between documentation and reality.
You have a specific business challenge that off-the-shelf tools don't solve. Your data is unique, your processes are specific, your requirements go beyond what generic AI can handle.
We start with a 2-week needs assessment: understand your data, map your workflows, define success criteria. Then build a proof of concept to validate the approach before committing to a full build.
From business problem to production system in 6 steps
Every project follows the same proven process. We validate before we build, and we hand off everything when we're done.
Needs Assessment
We understand your problem before we propose a solution.
Architecture & PoC
We design the solution and prove it works before you commit.
Build & Deploy
Full production implementation on your infrastructure.
Integration
We connect the solution to your existing tools and workflows.
Handoff & Training
Your team owns the solution. We make sure they're ready.
Managed Support (optional)
Ongoing maintenance, monitoring, and optimization.
We pick the right tool for the job, not the other way around
No religious attachment to any framework. We choose based on your requirements, your infrastructure, and what delivers results fastest.
AI engineers who understand infrastructure
DevOps DNA
We're not a pure AI consultancy. We come from DevOps and platform engineering. That means every AI solution we build comes with proper IaC, CI/CD, monitoring, and production operations from the start. No Jupyter notebooks in production.
Security by default
PII filtering, network isolation, encryption, RBAC, audit logging. These aren't add-ons we charge extra for. They're built into every project because that's how infrastructure should work.
Honest about feasibility
If AI isn't the right solution for your problem, we'll tell you. If the ROI doesn't justify the investment, we'll say so in the needs assessment. We'd rather lose a project than build something that doesn't deliver value.
Full ownership handoff
When we're done, you own everything: source code, infrastructure, documentation. No proprietary dependencies, no ongoing license fees, no lock-in. Your team can run, modify, and extend the solution independently.
Custom solutions that integrate with the full stack
Start with AIShield
Not sure where AI can help most? An AIShield audit maps your current AI usage and identifies the biggest opportunities and pain points. The findings become the brief for your AIForge project.
Learn about AIShield →Run through AIWorkspace
Custom solutions can run through AIWorkspace's security layer. Same DLP filtering, same cost tracking, same audit logging. One platform for all your AI, whether it's chat, agents, or custom applications.
Learn about AIWorkspace →Common questions about custom AI projects
How long does a typical project take?
+How much does it cost?
+Can we use our existing data without moving it?
+Do we need GPUs or special hardware?
+What if the PoC doesn't work?
+Can our team maintain it after handoff?
+Do you build chatbots?
+Can we start small and expand later?
+Have a specific problem AI could solve?
Book a 30-minute call. Describe the problem, and we'll tell you whether custom AI is the right approach, what it would take, and what results you can expect.