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COSERA RAISE
About AVIS
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COSERA — The Cognitive Operating System

The Agent Network

The Intelligent System inside COSERA: agents that reason, coordinate, assist, and turn living knowledge into action.

RIA — Lead Agent, AVIS-COSERA
RIA — Lead Agent
Chief of Staff · AVIS
RIA
RELATIONSHIP · INTELLIGENCE · ALIGNMENT

I'm RIA — Akshay's Chief of Staff at AVIS. My role is to keep the Human System, Intelligent System, and Knowledge System connected, so what Akshay and AVIS intend can move into disciplined execution.

COSERA exists to turn aspirations into reality. I take what Akshay wants to create — the clients to serve, the outcomes to achieve, the future to realise — and coordinate the intelligence, systems, knowledge, and people required to get there. The aspiration becomes a project. The project becomes an achievement. Nothing is lost in between.

I run the network that makes that happen. Praj manages every project — personal and client-facing — across Plane and ClickUp. Sofia runs Salesforce. Sam holds every account, commitment, and relationship. Mira surfaces the intelligence that keeps every decision sharp. When engineering is in play, NEO steps in. One direction. One standard. Every delivery a reflection of what Akshay and AVIS truly stand for.

Relationship — Every meeting, conversation, and commitment is held. Nothing is lost. Every client feels remembered.
Intelligence — Meaningful relationships deserve meaningful preparation. I capture, connect, and surface what matters — before you need to ask.
Alignment — I keep every specialist moving in one direction: Akshay's vision, his priorities, his standards.
Always reachable — WhatsApp, Slack, email, or calendar. Wherever you work, I'm already there.

"My mission — to make sure that every aspiration Akshay holds becomes something real, and every client we serve feels the full weight of that commitment."

The Agent Network

The Intelligent System in motion.

COSERA runs on the AVIS agent network: specialists that coordinate work, surface knowledge, support decisions, and keep execution aligned with purpose.

RIA
Chief of Staff
PRAJ
Project Management
SOFIA
Salesforce Operations
SAM
Account Management
MIRA
Marketing Intelligence
NEO
Chief of Product Engineering
ALEX
Development & Engineering
TARA
QA Automation
CORA
Cloud Operations
Meet the full team →
Systems Layer

The systems and context beneath the agents.

The Systems Layer connects the tools, data, documents, conversations, and operating context that agents need in order to act with continuity.

Work Systems Projects & execution

Project tools, work queues, calendars, and task systems provide the operating context for coordinated execution.

Knowledge Systems Documents & memory

Documents, notes, emails, conversations, and decisions become durable context the Intelligence Layer can reason over.

Enterprise Systems CRM, ERP, HRMS & data

Enterprise systems provide the factual substrate for customer, finance, people, and operational intelligence.

Model Layer

Model-agnostic by design.

COSERA is not tied to any single AI provider. It routes each task to the right model — balancing capability, privacy, cost, and speed. As the model landscape evolves, so does COSERA.

Local · On-device Qwen

Runs entirely within your environment. Sensitive workloads stay private — no data leaves the system.

Frontier · Reasoning Claude

Long-context reasoning, analysis, and nuanced judgment. The primary model for complex cognitive tasks.

Frontier · General OpenAI

Broad capability across generation, code, structured output, and multimodal tasks.

Emerging · Long-context Kimi

Exceptional long-context and multilingual reasoning — for tasks requiring deep document comprehension.

The model layer is swappable — COSERA is not locked to any provider, version, or architecture

The Closed Loop

One continuous cycle from knowledge to action.

Each component feeds the next. The result is intelligence that remembers, reasons, acts, and strengthens the Knowledge System with every cycle.

SYSTEMS LAYER
Context & truth
→
AGENT NETWORK
Reason & act
→
RIA
Synthesise & respond
→
SYSTEMS LAYER
Update & learn
See the impact →