Agentic AI
Agents that take action, safely at scale
Move beyond chatbots. We design and deploy agentic systems that plan, use tools and execute real work across your stack — with guardrails and observability built in.
AgentsRAGToolsEvalsGuardrailsObservability
Agentic AI
Why Liplyn Information Group for your sector
Workflow automation
Agents that handle multi-step processes end-to-end.
Tool integration
Connect agents to your CRM, ERP, data and internal APIs.
Guardrails & governance
Policies, approvals, evals and audit trails by default.
Observability
Tracing, evals and quality monitoring for every agent run.
What we build
Production agentic systems — not demos — with the evaluations, controls and operations to run them with confidence.
Agent architecture: planner, tools, memory and policies
Integrations with your CRM, ERP, data and internal APIs
Evaluation framework and continuous quality monitoring
Human-in-the-loop, approvals and policy controls
Tracing, logging and incident response playbooks
Change management and operator enablement
Scope your agent
Tell us about a process you want to automate. We'll come back with an agent design and a path to production.
Trusted by leading brands
Frequently asked questions
A chatbot responds to messages. An agent plans multi-step work, calls tools and APIs, takes actions in your systems and reports back — with guardrails, approvals and observability around every step.
Repetitive multi-step workflows with clear inputs and outputs: lead qualification, document processing, internal helpdesks, RFP responses, data enrichment, ticket triage and operational reporting. We start where ROI is measurable within one quarter.
Every agent ships with guardrails: scoped tools, allow-lists, human-in-the-loop approvals on sensitive actions, evals on each release, full tracing and audit logs, and incident playbooks. Nothing runs unmonitored.
Yes. We integrate agents with your CRM, ERP, data warehouse and internal APIs through secure connectors. Agents act through your existing permissions model — they don't get a backdoor to your stack.
Typically 4–8 weeks from scoping to a first agent serving real users behind feature flags, with evals and monitoring already in place. We expand from there based on measured outcomes.
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Stop running unmonitored prompts. Deploy agentic systems with guardrails, evals and clear ROI.
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