EXIQO - A New Foundation for Enterprise Execution
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
Cross-Functional Agents
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.
Industry Agents
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.
OptimaAI SDLC Agents
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
Measurable Outcomes
- Reduced cycle time and faster decisions
- Fewer manual touches through straight-through processing
- Lower errors and rework with consistent policy enforcement
- Stronger compliance and auditability
- Optimized cost per transaction via governed automation
- Improved CSAT / NPS through faster resolution







