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EXIQO - A New Foundation for Enterprise Execution

A shared execution fabric unifying Digital Workers, engineering workflows, and enterprise control

Why Today’s Enterprise AI Falls Short

Work Remains Fragmented

Enterprise workflows still traverse multiple applications, functions, and approval layers before completion. Frequent handoffs across systems—spanning revenue, finance, operations, and service—slow execution, introduce variability, and increase rework. As a result, outcomes remain inconsistent and difficult to predict at operational scale.

Automation Is Brittle and Siloed

Conventional automation built on scripts, macros, or task-specific bots operates within narrow rule boundaries and struggles to adapt to real-world change. When upstream data, interfaces, or business logic evolve, automation degrades and requires continuous maintenance—leaving humans to coordinate the end-to-end workflow manually.

GenAI Copilots Inform but Do Not Execute

Most GenAI deployments enhance summarization, drafting, and conversational assistance but lack governed access to enterprise systems, transactional controls, and exception handling. Without execution authority and policy enforcement, copilots improve individual productivity while core business processes remain incomplete and ungoverned.

Scale Is Constrained by Trust, Risk, and Cost

Autonomous operation cannot expand without auditability, security, and financial predictability. Uncontrolled model usage, opaque decision flows, and uncertain operating costs make it difficult to justify enterprise-wide deployment—particularly in regulated environments requiring accountability and compliance.

A Digital Workforce for the Enterprise in Action

Across cross-functional, industry, and SDLC domains, EXIQO establishes a continuously operating digital workforce where execution flows seamlessly between business processes and engineering systems, enabling autonomy to evolve alongside governance so enterprises can scale speed and scope of execution while remaining observable, auditable, and economically controlled—marking the transition from assistive AI to accountable enterprise execution. This execution fabric manifests through three complementary agent layers spanning enterprise operations, regulated industries, and engineering delivery, together forming a unified, policy-bound workforce capable of completing work end-to-end with full traceability and alignment to enterprise controls.

Digital Workers coordinate execution across interconnected enterprise workflows, maintaining approvals, enforcing policies, managing exceptions, and preserving audit trails across core operational functions.

  • Sales Pipeline & Deal Desk
    Maintains pipeline hygiene, prepares deal summaries, and coordinates approvals across CRM, finance, and legal workflows.
  • Marketing Campaign Ops
    Supports campaign setup, content readiness, compliance validation, and performance follow-ups across marketing systems.
  • Finance / AP & Close
    Automates invoice validation, reconciliation, exception triage, and close checklists with approval thresholds and audit trails.
  • Procurement
    Manages vendor onboarding, approval routing, PO compliance checks, and supplier follow-ups across ERP and sourcing platforms.
  • HR Onboarding
    Coordinates onboarding workflows, policy communications, access provisioning, and HR approvals with governed execution tracking.
  • IT Helpdesk / Runbook
    Triages tickets, gathers operational context, recommends remediation, and executes approved runbooks while logging actions for audit.
  • Customer Service Resolution
    Classifies cases, retrieves contextual knowledge, executes routine actions, and escalates exceptions with full traceability.

EXIQO aligns Digital Workers to domain processes, regulatory controls, and sector-specific execution semantics, ensuring governed autonomy within real industry environments.

BFSI

  • Loan Origination & KYC Agent
  • Collections & Disputes Agent

Insurance

  • Claims Triage & Fraud Agent
  • Policy Servicing & Renewals Agent

Healthcare

  • RCM Denials & Appeals Agent
  • Care Coordination Agent

Retail

  • Inventory & Replenishment Agent
  • Returns & Refunds Agent

Manufacturing

  • Predictive Maintenance Agent
  • Quality & Deviation Management Agent

Hi-Tech / ISV

  • Customer Support Resolution Agent
  • DevOps Incident Automation Agent

Telecom / Logistics

  • Network Optimization & Fault Triage Agent
  • Shipment Exception Management Agent

These examples are illustrative, not exhaustive. The EXIQO fabric remains domain-agnostic and extensible, enabling rapid configuration of additional agents through enterprise context, policies, and integrations.

Within the software development lifecycle, governed Digital Workers embed directly into repositories, pipelines, IDEs, and collaboration environments—bringing policy-bound, observable execution into engineering delivery.

PRD User Stories
Transforms product requirements into structured user stories and Jira tickets with acceptance criteria.

Code Review & Risk
Analyzes pull requests for quality, security risk, and compliance signals, generating actionable review summaries.

Test Generation & Triage
Produces unit and integration tests from code changes and triages failures using root-cause context.

Debugging / RCA
Analyzes logs, traces, and stack signals to identify root causes and recommend remediation.

Release Notes & Changelog
Generates release documentation from merged pull requests, commits, and ticket metadata.

Sprint Reporting
Produces sprint summaries, velocity insights, and engineering performance metrics from repository and Jira activity.

 

Operational Impact, Engineered by EXIQO

Exiqo
EXIQO enables governed, end-to-end execution across enterprise workflows and software delivery—embedding Digital Workers within real work entry points, grounding them in enterprise context and systems, and measuring outcomes through operational and financial impact. Routine work flows straight-through. High-impact decisions remain human-supervised. Execution becomes faster, more reliable, and economically controlled.

Inside the EXIQO
Execution Architecture

Engineered for Trust, Governance, and Cost Discipline

Enterprise autonomy requires execution that remains compliant, observable, and economically predictable. EXIQO embeds governance, evaluation, and FinOps directly into the execution fabric so Digital Workers operate within defined policies, maintain auditability, and sustain controlled runtime behaviour in production environments.

Core control layers

Governance, Security & Risk
Policy enforcement, identity controls, audit trails, data protection, and escalation gates.
LLMOps & Secure SDLC
Versioning, regression evaluation, red-teaming, vulnerability scanning, and supply-chain integrity.
Ops & FinOps Observability
Tracing, incident readiness, anomaly detection, and cost attribution across execution flows.

EXIQO Success Stories

DTC Commerce Leader — AI-Led Refactoring from PHP to Java with Governed People + Platform Execution

Accelerating Report Migration for a Payment Orchestration Platform — People-Led Delivery on the EXIQO Platform

Bill Inspection MVP in 2 Weeks for an ESG Data Leader — People-Led Delivery on the EXIQO Platform

Accelerating Legacy Platform Support with Agentic Workflows for a Warehouse Software Leader

GenAI Transformation for a Global eCommerce Brand: Productivity Up 25–30%, Faster Releases, Fewer Defects — No Extra Headcount

Meet EXIQO Ninjas

AI-trained experts
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Chirag JogChief Technical Officer | Technology & Engineering
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Harshil ShahTechnical Lead | Technology & Engineering
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Kalpak ShahChief Executive Officer | Technology & Engineering
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Kalpak ShahChief Executive Officer | Technology & Engineering
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Neeraj Nayan AbhyankarVice President – Data and AI Services | Technology & Engineering
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Harshil ShahTechnical Lead | Technology & Engineering

EXIQO
by R Systems

Ready to explore governed enterprise execution with EXIQO? Let’s connect.

R Systems partners with enterprises to translate Agentic AI into secure, production-ready execution across business and engineering environments. Engage with our EXIQO specialists to assess readiness, identify high-impact execution opportunities, and design the path from pilot to governed scale.
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