Autonomous agents that reason, decide, and act across your business workflows. Not a framework. Not a dashboard. A fully managed service — operated by Websfarm.
From discovery to 24/7 operations, Digenio Tech designs, deploys, and runs the AI agents that keep your business moving while you sleep.
AI agents are the most hyped technology in B2B right now. But between the demo and the deployment, most projects die. Here's why.
LangChain, CrewAI, AutoGen, LangGraph, Semantic Kernel — the landscape shifts weekly. Every framework promises simplicity and delivers complexity. Teams spend months evaluating tools instead of shipping outcomes. By the time a stack is chosen, a new one has emerged.
Which framework? It doesn't matter if no one operates the result.
A Jupyter notebook that answers questions is impressive in a meeting. But production agents need error handling, retries, monitoring, fallbacks, audit trails, and security boundaries. The gap between prototype and production is where 80% of agent projects stall — permanently.
Your demo works. Your production system doesn't exist.
Even if you build an agent that works, who runs it? Who monitors the logs, tunes the prompts, handles model deprecations, retrains on new data, and responds at 2 AM when the API changes? Building is a sprint. Operating is a marathon most teams aren't staffed for.
You built it. Who keeps it alive?
The Solution
Digenio Tech doesn't hand you a framework and a tutorial. We design, deploy, and operate AI agents as a managed service. Three layers, one system, fully managed end-to-end.
Model selection, prompt engineering, and policy-aware guardrails. The agent thinks with the right model for the task — not the one that's trending on Twitter. Human approval gates for regulated decisions. Fallback chains when primary models degrade.
Vector database architecture powers semantic search, RAG pipelines, and contextual memory. Your agent retrieves from your documents, policies, and knowledge base — not generic training data. Multi-tenancy keeps client data isolated and auditable.
API calls, tool use, and workflow triggers. The agent doesn't just answer — it acts. CRM updates, ticket creation, invoice processing, scheduling, approvals. Connected to your existing stack: Salesforce, HubSpot, Zendesk, Slack, Microsoft 365, Stripe, Xero, and 5,000+ more via API.
We do not just build AI systems — we operate them. That is the difference between a vendor and a partner.
Proven deployments across B2B operations. Real outcomes — not slide deck promises.
AI agents qualify inbound leads, book demos, configure quotes, and sync opportunities into your CRM — automatically. No lead goes cold. No follow-up sits in a queue.
Proactive retention. Agents monitor health signals, trigger interventions, resolve Tier 1–2 tickets, and escalate intelligently when human judgment is needed.
Invoice processing, payment reconciliation, HR onboarding, approval workflows, and document processing. Agents handle the repetitive work that buries your team.
When one agent isn't enough. Coordinated AI teams handle complex workflows across sales, success, and supply chain — communicating, handing off, and executing autonomously.
Deep dives into how AI agents work, when to deploy them, and what it takes to scale from single-agent experiments to multi-agent production systems.
A structured process that takes you from concept to fully operational AI agents. Same proven cadence we use across all Digenio deployments.
1–2 sessions
Map workflows, data sources, policies, and KPI targets. Identify which agent loops deliver the highest impact. Define the autonomy boundaries.
2–4 weeks
Design reasoning flows, retrieval architecture, and action layer. Wire integrations to your CRM, ERP, and internal tools. Human-in-the-loop validation built in.
2–4 weeks
Go live with monitoring, alerting, and rollback plans. Roll out to pilot cohorts. Train your team on override and escalation procedures.
Ongoing
Telemetry-led improvements. Prompt tuning, capability expansion, and new skills pushed as your operations evolve. We operate it — you benefit from it.
Fixed scopes issued after Discovery. Enterprise change-control available.
We architect AI Agents with the same discipline we apply to infrastructure, security, and automation governance.
Reasoning stack, retrieval layer, and action graph designed as a unified system — not bolted-on scripts wrapping a chatbot around an API call. See the architecture →
Data residency controls, SOC 2-aware processes, audit logs, and human override switches baked in. Policy-aware prompts and retrieval filters keep agents inside your compliance boundaries. Read governance approach →
Websfarm operates the agents — monitoring telemetry, tuning prompts, handling retraining, and expanding capabilities as your business evolves. You don't manage infrastructure. You manage outcomes.
Four tiers — from architecture audit to fully managed AI workforce.
Answers to the questions we hear before teams green-light their first AI agent deployment.
Book a 30-minute discovery call. We'll review your workflows, identify agent-ready opportunities, and map the fastest path to autonomous outcomes.
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