AI & Automation
AI integration for real workflows: classification, extraction, routing, summarization, and assistants.
- On-prem or cloud models
- Prompt + evaluation harnesses
- Guardrails, logging, and cost controls
Independent engineering since 1995
Custom software, AI integration, and secure infrastructure for organizations that value control, longevity, and technical depth.
We focus on work that benefits from experienced engineering: long-lived systems, integrations, and operational reliability.
AI integration for real workflows: classification, extraction, routing, summarization, and assistants.
Web and backend systems designed for maintainability, audits, and sane deployment.
Design, migration, and optimization across SQL platforms and reporting pipelines.
Visibility first: logs, metrics, traces, and actionable alerting for real operations.
A typical engagement results in a clean separation of concerns, testable components, and reliable operational hooks.
This diagram is intentionally generic - we tailor it to your constraints: on-prem, hybrid, or cloud.
We work across generations of technology - modern stacks and legacy systems - to integrate, stabilize, modernize, or replace safely.
If you want the legacy list, put it on a "Technology" page - not the landing page.
Since 1995, Softec Systems has supported customers across 170 countries with pragmatic engineering and long-term maintenance.
Describe what you're building, fixing, or replacing. Include constraints (on-prem, cloud, budget range, timeline) if you want a faster first response.
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Privacy stance: no resale of contact information. Minimal tracking.