AI Solutions That Actually Ship

AI solutions and automation services have moved from demo-week novelty to production-critical infrastructure in 2026 — but only for businesses that approach AI with engineering discipline rather than slide-deck enthusiasm. Devintek builds AI for businesses that need real ROI, not pilots that die quietly after leadership offsites. Every AI engagement starts with a 90-minute discovery to identify the top three workflows where AI has the highest ROI in your business. We score by frequency, manual cost, error rate and data availability. From there we ship two to three pilots in eight weeks, with eval suites scoring outputs against labelled gold sets, telemetry capturing latency/cost/refusal/user feedback, rate limiting and secret management, prompt injection defences, versioned prompts and models, and a rollback plan documented before production deployment. Successful pilots scale into your production stack with documentation, internal training and clear ownership. We have shipped AI for customer support triage (30–50% first-response time reduction), sales call summarisation, internal knowledge RAG over docs and runbooks, lead enrichment with intent scoring, editorial content production paired with human editors, contract review with risk flagging, code assistance with governance, ecommerce catalogue enrichment at SKU scale, n8n + AI workflow automations, and decision-support agents for leadership. Deployment options span Azure OpenAI, AWS Bedrock, GCP Vertex AI, OpenAI direct, Anthropic direct, and self-hosted open models on Kubernetes for data sovereignty requirements.