AI services for your business
We integrate AI into existing products and business processes: AI agents, intelligent document processing, chatbots, automated reports and connections to CRM, ERP, CMS and internal systems. We start with one process and a measurable result before expanding the solution.
Discuss an AI pilot See how AI agents work
Vibe Code Fixing & Refactoring
AI coding tools build fast, but the result is often fragile architecture, hidden bugs, and technical debt that compounds quickly. We transform chaotic codebases into stable, scalable products - without a full rebuild.
Codebase Audit & Discovery
We map the full codebase - architecture, technical debt, hidden bugs, and inconsistent logic - and give you a clear picture of what to fix and in what order, before a single line changes.
Refactoring & Modernization
We restructure the parts that matter most - improving architecture, cleaning code, expanding test coverage, and optimising performance without freezing your feature delivery.
Results You Can Rely On
Faster, safer releases. Stable production performance. Predictable development workflows. Lower long-term maintenance costs. Code your whole team can reason about.
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Understand the Problem
We analyse the current product and uncover the true sources of instability - not symptoms, but structural root causes hidden in the codebase.
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Fix the Foundation
We refactor systematically, replacing fragile patterns with intentional architecture. No quick patches that create new debt six months later.
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Build for What's Next
Once stable, the codebase scales confidently. Your team ships without fear and the product evolves cleanly over time.
How We Approach It
Three focused phases that stabilise your codebase without stopping delivery.
AI Integration & Development
We help businesses integrate AI where it creates real value - not trend-chasing, but targeted solutions that improve efficiency, revenue, and user experience with compliance built in from the start.
Conversational AI Integration
Connect OpenAI, Anthropic, and other AI models into your product as chatbots, agents, and assistants - tailored to your data, tone, and compliance requirements.
Data-Driven Intelligence
From data audit and pipeline development to predictive analytics and continuous learning loops - we make your existing data work harder with AI.
Automation That Scales
Intelligent document processing, automated reporting, and AI-optimised workflows that run 24/7 - reducing manual effort and freeing your team for higher-value work.
Our Process
From discovery through to production - we validate value before committing resources to full-scale development.
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Discovery & Strategy
We identify where AI creates genuine business value, aligning opportunities with your objectives before writing a single line of code.
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Prototype & Validate
We build minimal AI proofs-of-concept - chatbots, agents, automation pilots - to validate the approach before committing to full-scale investment.
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Integration & Scaling
Embedding AI into your product and workflows with secure connections, scalable deployment, and a smooth adoption path for your team.
An AI pilot for one business process
We start with a limited scenario where saved time, accuracy, cost or service speed can be measured. We check the data, integrations, permissions and risks, then build a pilot with clear acceptance criteria and human control.
The pilot includes
a description of the current process and the people involved
a review of the data and available integrations
a choice of model and architecture for the task
one limited working scenario
roles, permissions and human approval
tests with real examples
an assessment of the result
a plan for production rollout
Suitable first scenarios
document processing and classification
analysis and routing of incoming requests
search across company documents
preparation of reports
extracting information from a CRM or ERP
adding AI functionality to an existing product
A short description of the process, the systems you use and the result you want is enough for the first assessment.
How we measure success
Every AI pilot starts from a baseline and acceptance criteria. The result is judged against the real business process, not against how impressive the demo looks.
time to complete the task before and after the pilot
share of cases handled correctly
human intervention still required
cost per processed task
technical failures and escalations
Why Sirius Software
software development since 2011
experience with custom systems, CRM, ERP and external integrations
the client owns the code we write
QA and human review before production
the AI model is chosen for the specific task
phased rollout and support
Questions before the first pilot
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How does an AI project start?
We start from a specific business process, the data you have, the systems you use and the result you can measure. After the first analysis we define a limited pilot, the integrations it needs and the acceptance criteria.
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Can the AI solution work with our CRM or ERP?
Yes, if the system exposes a suitable API, database or another controlled interface. We check permissions, data quality and technical limits before development.
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Will we own the code?
Yes. Ownership of the code, the infrastructure used and any dependency on external AI services is stated clearly in the project scope.
Learn more about how AI agents work and connecting AI to business systems with MCP.
See also custom software development, delivered projects and the contact form.
AI-Driven MVP Development
Move from concept to a high-quality, scalable MVP in a matter of weeks. We pair AI-assisted coding with rigorous senior engineering oversight - drastically reducing time-to-market without accumulating technical debt.
Speed to Market
Accelerated coding pipelines, rapid low-cost prototyping, and faster user feedback loops - so you learn what works before the competition does.
High-Quality Codebase
Human-in-the-loop QA, enterprise-grade architecture, and strict security controls. AI handles boilerplate; experienced engineers shape the logic, security, and infrastructure.
Full IP Ownership
100% proprietary ownership from day one. No third-party AI wrapper lock-ins. Clean, transferable code your team can run, fork, or hand off freely.
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No AI Wrappers
We build proprietary platforms where AI accelerates development speed. No fragile dependencies on unstable third-party prompts or changing external APIs.
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Engineering Craft
AI generates boilerplate. Experienced engineers shape the architecture, security, and product logic - every commit reviewed before it ships.
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Data-Driven Decisions
Low-cost prototypes test ideas first. We invest resources in solutions with proven demand, so your budget goes where it creates real value.
What Sets It Apart
Three principles that keep AI-driven development from becoming the vibe-coded mess you were trying to avoid.
Ready to Build with AI?
Whether you are integrating AI into an existing product, building something new, or stabilizing a codebase - we are ready to help. Let us talk about what you need.
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