Agentic AI and Autonomous Systems
Agentic AI moves beyond chatbots and copilots — we design autonomous, goal-driven AI agents that plan, act, and collaborate across your business systems. Data Verticals builds production-grade agent platforms that combine large language models, tool use, retrieval, memory, and human-in-the-loop controls to automate complex knowledge work.
From sales development agents that qualify and follow up with leads, to operations agents that resolve tickets across CRM, ERP, and ticketing systems, to research agents that compile reports from internal and external data — we deliver agents that take action safely, transparently, and at enterprise scale.
Strategy for success
We start by mapping the workflow you want an agent to own end-to-end, then design the smallest reliable agent that can do the job with measurable guardrails.
Use-case discovery: identify high-value, repeatable workflows where an autonomous agent outperforms RPA or a copilot.
Tool and data inventory: catalog the APIs, databases, and SaaS systems the agent needs to read, write, and reason over.
Model strategy: select the right foundation model mix (GPT, Gemini, Claude, open-source) per task — balancing cost, latency, and accuracy.
Safety and governance: define guardrails, approval gates, audit logs, PII handling, and rollback paths from day one.
Evaluation framework: create golden datasets, regression tests, and quality metrics before a single agent ships to production.
Change management: design the human-in-the-loop experience so your team trusts and steers the agent.
Implementation process
We build agents as production software, not demos — versioned, observable, and continuously evaluated.
Workflow Mapping
Document the target workflow, decision points, edge cases, and success criteria.
Agent Architecture
Choose single-agent vs multi-agent topology, planner-executor splits, and memory strategy.
Tool Integration
Wrap your CRM, ERP, ticketing, and data systems behind typed, permissioned tools the agent can call.
RAG and Memory
Build vector and hybrid retrieval over your knowledge base with citations and freshness controls.
Guardrails and Approvals
Implement policy engines, content filters, spend limits, and human approval for high-impact actions.
Evaluation and Observability
Trace every step, score outputs against golden sets, and alert on regressions.
Pilot and Rollout
Launch with a contained user group, measure impact, then scale across teams and regions.
Why Data Verticals
We deliver agents that ship to production and stay there — not stalled prototypes.
Model-agnostic builds across OpenAI, Google Gemini, Anthropic, and open-source — no vendor lock-in.
Enterprise security: SSO, RBAC, audit trails, regional data residency, and SOC 2 / ISO 27001 aligned controls.
Deep integration experience across Salesforce, HubSpot, NetSuite, SAP, Zendesk, ServiceNow, Slack, and Microsoft 365.
Built-in evaluation, tracing, and cost monitoring so you always know what the agent did and what it cost.
Human-in-the-loop UX patterns that make agents reviewable, correctable, and trustworthy.
Production track record across sales, support, operations, finance, and research teams.
Proven outcomes in Agentic AI and Autonomous Systems
Ready to get started?
Let's discuss how we can help transform your business with agentic ai and autonomous systems.