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Intelligent Automation

Outcome-led patterns for executives who need clear problems, approaches, and ROI language—not just technology lists.

The business problem

Manual processes limit scale while brittle RPA breaks when systems or policies change.

How RevTeq tackles it

Agentic workflows with human-in-the-loop, grounded retrieval, and enterprise integrations.

Technologies we typically use

  • LLMs & tool use
  • RAG
  • Workflow orchestration
  • ERP/CRM connectors

Outcomes and expected impact

Benefits below are qualitative. ROI-style ranges are illustrative and depend on scope—we validate targets during discovery.

  • Higher straight-through processing with oversight
  • Consistent policy adherence
  • Staff focus on exceptions and judgment calls

Touchless processing

Targets often 40–70% for well-bounded workflows

Cycle time

Hours-to-minutes for document-heavy queues is common in pilots

Compliance posture

Machine-readable policies + audit logs per decision

Architecture & workflow visuals

Reserved slots for reference diagrams—we tailor figures after your discovery workshops.

Reference: agent + tools + human approval gates
Placeholder: RAG grounding path (sources → citations → answer)

Explore concrete offerings that feed this solution pattern.

Frequently asked questions

When is this better than traditional RPA?

When policies, documents, or APIs change often—agentic flows reroute and diagnose failures instead of breaking silently overnight.

How do you prevent hallucinations in production?

Grounded retrieval, structured tool calls, evaluation suites, and mandatory human paths for high-impact decisions.

What integrations are typically required?

Identity (SSO), ticketing, ERP/CRM, document repositories, and often a workflow bus. We prioritise APIs over screen scraping.

Next steps

Share your constraints and KPIs—we'll map this solution pattern to your timeline and stakeholders.