Introducing Olbrain
'The Machine Brain' for AI Agents
The Cognitive Substrate providing Identity, Capabilities, and Boundaries—enabling 'epistemic Autonomy', 'Accuracy', and 'Accountability' <eA³> in AI Agents!
What is Cognitive Substrate?
A cognitive substrate is the foundational system that:
  • Supports the existence and functioning of an agent.
  • Defines the agent's Identity, Capabilities, and Boundaries.
  • Provides the resources (data, computation, rules) that "nourish" the agent's cognition.
  • Imposes constraints and mechanisms for "Accountability".
—
Raise: Seeking $1.2M Pre-seed Round for 18-month runway till PMF.
The Problem: Agents Lack Cognitive Grounding
"130+ platforms claim to offer agentic AI. Most are just wrappers on LLMs—with no identity, capabilities, or boundaries."
Today's agents are cognitively incomplete:
Statelessness
No persistent identity
Ill-equipped
No internal tools or structured capabilities
Impunity
No boundaries to ensure explainability or alignment
↳ Gartner predicts 40%+ of AI agent deployments will fail by 2027 due to lack of persistence and coherence.
"Most agents today are goldfish—not elephants. They forget everything you teach them." — Autonoly Blog
Why Cognitive Grounding Matters
Without a cognitive substrate, agents remain incomplete.
✓ Identity
Pick up where they left off—even weeks later
✓ Capabilities
Adapt to user behavior, environment, and feedback
✓ Boundaries
Behave responsibly within defined scope
These foundations enable:
1
CONTINUITY
Persistent memory of past experiences
2
TRUST
Predictable, coherent behavior
3
ACCOUNTANILITY
Traceable decisions
4
ALIGNMENT
Actions in sync with assigned objectives
"We've taught AI how to talk. Now we must teach it how to belong." — Graphlit
Solution: Olbrain – The Machine Brain
Olbrain provides agents with:
CNE Protocol
Delivers: Persistent Identity - Coherent, evolving self across time.
Integrated Tooling
Delivers: Capabilities like RAG and Function Calling.
Boundary Constraints
Delivers: Guardrails for alignment and accountability; Defined operational scope.
Why Now?
1
LLMs are commoditized
But lack state and continuity
2
Agent wrappers are proliferating
But remain fragile and reactive
3
Enterprises demand autonomous agents with accountability
Not just chat interfaces
Olbrain is purpose-built to enable this shift: A cognitive substrate enabling Identity, Capabilities, and Boundaries—the foundation for persistent, capable, and accountable AGI agents.
Paradigm Shift:
Just as digital cameras made photo studios obsolete, Olbrain will make vertical agent shops redundant. Now, anyone can create and launch powerful AI agents without specialized talent.
Join us in shaping the future of Autonomous Agents.
Olbrain - Architecture
Our Machine Brain integrates:
GNF
[Global Narrative Frame]
Persistent graph-based memory
Umwelt
[Internal World Model]
Contextual understanding tied to agent's goal and memory
RbR
[Recursive Belief Revision]
Logic for updating beliefs
Together, they instantiate the CNE Protocol:
  • Identity anchored in memory
  • Reasoning aligned with past + future context
  • Self-adaptation through feedback
Olbrain runs independently of LLMs or wrappers.
Backends:
  • Neo4j-compatible memory graphs
  • Symbolic logic validation
  • LLM-agnostic APIs
UI Layer for Agent Deployment:
The Agent Studio - Alchemist
"From goal to agent in minutes."
↓70%
Dev-ops Cost
↑GTM
Speed for AI Workflows
6 Min
Time-to-Agent
6 week → 6 min
1
No-code CoF interface
Simply describe what agent should do
2
Auto-orchestrated backend
With memory, tools, and compliance
3
Seamless deployment
To WhatsApp, APIs, and web
Alchemist - How Does it Work?
So how does Alchemist actually work under the hood? It all starts when a user defines the Core Objective Function (CoF), which then kicks off a powerful, automated process:
Prompt Generation
Alchemist translates your goals into precise prompts for the AI agent.
RAG (Retrieval Augmented Generation)
The agent retrieves relevant information from your knowledge bases.
Fine-Tuning
The AI model is adapted for optimal performance on your specific tasks.
Function-Calling
The agent seamlessly integrates and utilizes external tools and APIs.
Testing & Validation
Rigorous testing ensures the agent performs as expected before deployment.
This comprehensive, automated process ultimately delivers a robust, production-grade AI Agent ready for deployment.
Alchemist - Why Does it work?
Agent deployment today is like slaying a 'Complexity Monster'—full of scattered tools, fragile chains, and expert-only setups:
Multi-model orchestration
Tool integrations
Memory & state management
Which results in:
1
2
3
1
Talent Bottlenecks
In India, just 1 senior Gen-AI Engineer for every 10 open roles; total 25k AI Developers only
2
Deployment Latency
Developing and deploying a Fully Autonomous AI Agent can take 6-8 weeks
3
High Cost
Building an Autonomous AI agent from scratch requires significant investment
GTM: Road to 10,000 Agents by Mar 2028
Beachhead: CCF Businesses in India (Chat-Commerce First)
1
Phase I
(Now → Mar'26)
  • Self-Serve Portal
  • SI Co-sell (Sinch)
  • 100 agents; ~30 merchants
2
Phase II
(Apr'26 → Mar'27)
  • Shopify / WooCommerce Connectors
  • 2,000 agents; ~650 merchants; $5M ARR
3
Phase III
(Apr'27 → Mar'28)
  • OSS Community
  • 10,000 agents; ~3,500 merchants; $28M ARR
OPPORTUNITY BY 2028:
AI Agents will power the future of work
"100M AI agents will complement fewer than 50,000 humans." — Jensen Huang, NVIDIA
$35B
TAM
Projected for AI Agentic platforms Globally
$10B
SAM
No-code/enterprise segment in high-adoption regions
$100M
SOM
Chat-Commerce-First (CCF) Businesses in India
$30M
Beachhead
High-volume CCF D2C and retail merchants in India
Business Model: How We Make Money
1
Developer Tier
₹1k/month
2
SME Tier
₹10k/month
3
Enterprise Tier
₹15k/month
Free: 10M Chars + Usage Overages: ₹1 per 1k characters
Segmented pricing ensures accessibility for developers, scalability for SMEs, and ROI-aligned margins for enterprises. Developer sandbox is subsidized.
Example – CCF Lead Conversion Agent
1
  • 400 Leads/day
  • 6 questions/lead
  • 140 chars/ques
2
→ 10M characters/month
3
= ₹10K/month
Competitive Landscape: True Cognitive Agents
Most platforms today rebrand LLM workflows as 'agents'—a phenomenon dubbed agent-washing. Olbrain builds true cognitive agents with identity, memory, and reasoning autonomy.
✅ = Full / Proprietary • ⚠️ = Limited • ❌ = Absent
CORE TEAM (BGI →AGI)
Biological General Intelligence behind Artificial General Intelligence
MBA (PGP) | IIM-A (2011)
Man with a Vision. Regularly writes on Autonomous AGI; Persistent Identity & epistemic Autonomy in AI.
B.Tech-M.Tech (CSE) | IIT-K (2012)
Seasoned AI Architect & Researcher. Brain behind the algorithm of UID Project, being used by over 1B people.
B.Tech-M.Tech (CSE) | IIIT-B (2004)
Product Design. 20 years of Product & Design expertise, specializing in client collaboration. Ex-Oracle.
TIMELINE
Company: Journey So Far
1
FEB 2017
Company Founded to build Olbrain – The Old Brain for AGI
2
JUN 2019
Oltau.AI Released
  • India's first AI-Agent (AI-Pilot)
3
DEC 2019
Oltau.AI won Animal-AI Olympics (APC)
4
MAY 2020
Defence Project to bring Oltau.AI out of simulation into the real world
5
AUG 2024
Company reactivated and incorporated
6
JUL 2025
Olbrain GA
Media Recognition
1
2020
Olbrain among Top 5 Emerging AGI Startups Globally
2
2022
Olbrain is All Focused on Building the Machine Brain
Source: AIM
3
2024
Olbrain among Top 15 AGI Startups Globally
Source: BuiltIn
Financials & Ask
Projected Revenues:
Current Runway:
  • Cash: $200K
  • Burn: $20K/mo → 10 months runway
Funding Ask: ₹10 Cr Pre-seed round (CCD; Floor - ₹50 Cr : Cap - ₹75 Cr)
  • Extend runway to 18 months
  • Accelerate product integrations, case studies, and SI onboarding
Burn Breakdown (₹10 Cr total):
Vision 2042: Scaling Cognitive Autonomy
1
2027
Olbrain 1.0: Machine Brain for Digital Agents
2
2032
Olbrain 2.0: Machine Brain for Embodied Agents
3
2042
Olbrain 3.0: Machine Brain for Analogue Agents
Mission: Build the cognitive substrate for a future filled with autonomous, accountable, and aligned AGI agents.
Thanks
INVEST IN OUR ROCKETSHIP
… It will take you to the moon and beyond

CONTACT: investment@olbrain.com