Services · AI Integration & Automation
TechEniac's AI integration and automation services enable organisations to add LLM-powered features, intelligent workflow automation, and AI-driven decision-making to SaaS products already in production without disrupting your existing architecture, your users, or your deployment pipeline.
Trusted to build
Capabilities
AI-powered features added to your existing product intelligent search, content generation, automated classification, predictive analytics, and natural language interfaces. Each feature is built as a separate service layer connected via APIs, ensuring your core product code remains unchanged.
Automated workflows that combine AI reasoning with system actions trigger detection, data retrieval from connected systems, AI-powered classification and decision-making, automated action execution, and human escalation when confidence is below threshold. Manual processes that took hours become automated pipelines that run in minutes.
AI-powered decision-making embedded directly into business workflows. Decision Nodes receive execution context from previous steps, make structured routing decisions, log reasoning to an audit trail, and pass results to the next step. Decision types include lead qualification, compliance checking, risk scoring, content moderation, and priority routing.
AI capabilities connected to the enterprise systems your team already uses insurance CMS platforms, healthcare EMR systems, banking APIs, e-commerce platforms, and productivity tools. Each integration is production-hardened with error handling, retry logic, rate limit management, and graceful fallback behaviour.
AI content generation engines integrated into existing e-commerce and marketing platforms generating personalised product descriptions, email campaigns, customer communications, and social content at scale. Each integration connects to your existing product catalogue, customer data, and communication channels.
AI financial analysis capabilities integrated with banking and financial data sources aggregating account data, analysing tax efficiency, modelling financial goals, and generating proactive alerts. Integrations with Open Banking, investment platforms, and pension providers create a unified financial intelligence layer.
Delivery process
We review your API structure, database schema, authentication system, deployment pipeline, and frontend framework. The goal is not to judge your architecture it is to understand where AI fits most naturally within it. Which workflow would benefit most? Which user pain point would AI resolve most effectively? Which integration requires the least change to deliver the most value?
We build every AI capability as a separate service deployable, updatable, and scalable independently without touching your core product code. This architectural separation ensures the AI feature can evolve rapidly without creating risk for your existing system. WorkflowAI's AI Decision Nodes were built as a separate FastAPI service. Zero changes to the existing workflow engine just a new endpoint to call.
Our production integration experience includes Guidewire ClaimCenter and Duck Creek Claims (REST + SOAP adapters for insurance CMS), Epic and Cerner via SMART on FHIR (healthcare EMR integration), TrueLayer Open Banking API (financial data aggregation from 350+ UK banks), Shopify and WooCommerce (e-commerce catalogue and order APIs). Each integration includes configurable rate limiting, exponential backoff, dead-letter queues for failed operations, and monitoring dashboards.
Once the AI service layer and integrations are operational, we build automated workflows that chain these capabilities together. The automation handles trigger detection, data retrieval from integrated systems, AI processing (classification, generation, decision-making), action execution, and human escalation when confidence falls below threshold. WorkflowAI serves 120+ enterprise clients with a 97.3% success rate.
Industries served
AI content generation integrated with Shopify and WooCommerce. Product catalogue sync, personalised descriptions, email campaigns, and WhatsApp commerce messaging. Brand voice consistency across 100,000+ SKUs.
AI claims agents integrated with legacy CMS platforms (Guidewire, Duck Creek). FCA-compliant communication records generated automatically. Bidirectional data flow between AI and CMS.
AI financial analysis integrated with Open Banking (TrueLayer). Multi-account aggregation from 350+ UK banks, tax optimisation, goal modelling, and proactive financial alerts. FCA compliance boundary management.
AI decision nodes embedded in workflow platforms. Lead qualification, risk scoring, compliance checking, automated routing, and human-in-the-loop approval. 50+ connector ecosystem.
AI capabilities integrated with EMR systems via SMART on FHIR. Patient data retrieval, clinical documentation, operational coordination, and multi-facility agent orchestration.
Tech Stack
| AI service layer | Python FastAPI, Node.js Express, LangChain, LangGraph |
| Integration patterns | REST APIs, SOAP adapters, Webhook listeners, OAuth 2.0, HL7 FHIR R4 |
| Workflow engine | Bull queues on Redis, DAG-based execution, Dead-letter queues, Human-in-the-loop (Slack/email) |
| Monitoring & observability | Datadog APM, Sentry, Custom dashboards, PagerDuty |
Why TechEniac
AI runs as a separate service your core product code stays unchanged.
We identify the single highest-value integration point first.
Every integration includes error handling, retry logic, and graceful fallback.
Book a free 30-minute strategy session. We’ll review your product idea, discuss architecture options, and map a realistic path from idea to launch.
