Solution
Build intelligent systems that can reason, act, and escalate
Multi-step tasks need planning, tools, and escalation—not brittle RPA alone.
XELARVIS builds AI agents that combine language models, tools, business rules, APIs, and human oversight to plan and execute multi-step work—with clear guardrails and escalation paths.
Practice areas
This solution combines the following XELARVIS service capabilities—each links to how we staff, engineer, and govern delivery.
A consistent path from business problem to production outcomes.
01
Understand the business problem, data, systems and desired outcome.
02
Define the solution architecture, operating model and success criteria.
03
Develop the required AI, analytics, data or technology components.
04
Connect the solution with existing systems, workflows and data.
05
Evaluate performance, security, quality, governance and usability.
06
Move the solution into its target production environment.
07
Monitor performance and continuously improve the solution.
Design agents with tools, retrieval, and multi-step orchestration.
Define escalation, evaluation, monitoring, and access controls.
Higher task completion with controlled tool use and escalation quality.
Reduce cycle time while keeping humans accountable for critical decisions.
How we evaluate progress—without inventing vanity metrics.
Technology stack
Curated for this outcome theme—not inherited from the full service catalog.
Core language for AI, analytics, and automation.
Foundation models and APIs for generative AI applications.
Model hub and NLP tooling.
Orchestration for LLM applications and agents.
Integration and service interfaces across systems.
Containerized application delivery.
Orchestration at enterprise scale.
Product and engineering leaders building agentic workflows with clear guardrails and escalation paths.
Related
Next step
Tell us what you are trying to solve. We can help identify the right capabilities, solution approach, technology foundation, and delivery path.
