Deck
Whitepapers
Alchemist — Business Plan
Substrated on Olbrain: Building the world's first truly accountable AI agents with identity, memory, and purpose.
Executive Summary
Alchemist is the Agent Studio (and Agent OS) that builds, deploys, and monitors accountable AI agents—agents with identity, memory, and purpose. These are not chatbots or copilots. These are persistent digital selves: structured, narratively coherent agents substrated on Olbrain, the machine brain.
Olbrain provides the identity substrate required for agents to persist, revise, and align over time. It is not a model, but a cognitive architecture—a machine brain that makes agency itself possible. Without identity, there is no memory. Without memory, no reflection. Without reflection, no autonomy.
Alchemist is the studio layer. It allows businesses to instantiate agents not just to perform tasks, but to evolve intelligently—accountable to their objective, history, and future.
Why Identity Requires a Machine Brain
1
Beyond Intelligence
Our approach is grounded in a philosophical understanding of cognition: identity is not a function of intelligence. It is a structural necessity—what makes intelligence usable, accountable, and persistent across time.
2
The Missing Structure
LLMs are excellent thinkers. But thinking alone is not being. Even the most brilliant LLM can't sustain a stable self. In humans, identity is not reserved for the highly intelligent—every individual possesses a persistent narrative self.
3
The Substrate Solution
Olbrain provides that structural self for artificial agents. It is not a model. It is the machine brain—a cognitive architecture that instantiates identity as a substrate. No matter how advanced the reasoning layer becomes, without identity, it remains unanchored.
Market Opportunity
The AI agent market is rapidly expanding, but most solutions rely on ephemeral prompts, short-term context, and no memory. Businesses today need agents that can:
1
Remember past decisions
2
Justify actions
3
Align with purpose
4
Be held accountable
With 15M+ WhatsApp-first SMBs in India and millions more globally, there's an unserved segment that needs autonomous, persistent, affordable digital agents—not chatbots.
Product
Alchemist offers a no-code/low-code Agent Studio interface, powered by an underlying Agent OS where businesses can:
Instantiate agents with Core Objective Functions (CoFs)
Monitor agent reasoning and revisions
Assign tasks across workflows (sales, service, marketing, ops)
All agents are substrated on Olbrain, inheriting:
  • A unique identity (via the identity substrate)
  • Goal-conditioned world models (Umwelts)
  • The capacity to evolve using belief revision
"Every agent can act.
Only an Olbrain agent can be accountable."
Alchemist doesn't compete with chatbot builders. Under the hood, it operates as an Agent OS—instantiating, managing, and evolving agents continuously. It enables a new class of agents—those with identity, coherence, and persistence.
Identity
A stable self that persists across interactions
Coherence
Consistent reasoning aligned with core objectives
Persistence
Memory that evolves through experience
Business Model
$99
Base Monthly Fee
Per agent subscription with core features
$299
Professional Tier
Higher throughput with advanced capabilities
$999+
Enterprise Tier
Custom agent networks with dedicated support
Our pricing structure is designed to make accountable agents accessible to businesses of all sizes, with a clear upgrade path as needs evolve. Future monetization will include agent marketplaces where pre-configured agents can be purchased and customized.

All tiers include the full Olbrain substrate, ensuring every agent maintains identity, memory, and accountability regardless of price point.
Go-To-Market Strategy
Beachhead
WhatsApp-native SMBs in India (commerce, consulting, service businesses)
Channels
Founder communities, partner-led distribution, regional WhatsApp groups
Expansion
Global English-first SMBs (2026), multilingual India (2027)
Our phased approach allows us to refine our product with a specific, accessible market before expanding globally. The WhatsApp-first businesses in India represent an ideal initial segment that is digitally savvy but underserved by existing agent solutions.
Product Development Phases
1
Phase 1: Agent Engineering Validation
Aug 2025 – Dec 2025
  • Alchemist platform functionally complete but evolving
  • Team builds 3–4 custom agents for early clients directly
  • Real-world usage shapes stability, UX, and capabilities
2
Phase 2: Controlled Public Beta
Launch — Jan 15, 2026
  • Businesses start building agents with guidance
  • Platform goes live with pricing and onboarding
  • Templated workflows available for common use cases
3
Phase 3: Full Launch
Q2 2026
  • Open self-serve access for all businesses
  • Begin global GTM push beyond initial markets
  • Expand agent capabilities across multiple domains
This carefully staged approach ensures we deliver a robust platform that meets real-world business needs while continuously improving based on actual usage patterns and feedback.
Competitive Advantage
Unique Machine Brain Architecture
The only platform that substrates agents to a persistent machine brain, enabling true continuity of identity.
First-Class Cognitive Elements
Identity, memory, and belief revision are fundamental architectural components, not afterthoughts or bolt-ons.
Accountability by Design
Built for transparency and responsibility—not just productivity. Agents remember their history and can explain their decisions.
Persistent Across Contexts
Designed to maintain coherence across time, tasks, and embodiments, creating truly durable digital intelligence.
Key Milestones
Q1 2026
MVP Live
Initial platform launch with core functionality and first client deployments
Q3 2026
10K Active Agents
Significant user adoption milestone with substantial real-world deployments
Q4 2027
$10M ARR
Critical revenue threshold demonstrating business viability and market fit
2027+
Global Expansion
Extension beyond initial markets to serve businesses worldwide
2028
Agent Marketplace
Launch of ecosystem for pre-built agents and specialized capabilities
Why We Are Not Offering Alchemist Lite
"Our priority is to build the most advanced, identity-grounded agent infrastructure in the world."
While we recognize the market potential of offering cheaper, stateless agents under a "Lite" version of Alchemist, we have intentionally chosen not to pursue that path. Introducing non-substrated agents would dilute our architectural focus, create support complexity, and compromise the clarity of our core offering: accountable agents substrated on Olbrain.
We believe that technological leadership in cognitive persistence and agent identity will enable future monetization and broad market capture—without needing to compromise now. By focusing exclusively on Olbrain-substrated agents, we retain architectural purity, category leadership, and long-term defensibility.
Why All Alchemist Agents Are Substrated on Olbrain
We do not create stand-alone or decoupled agents. Every agent deployed through Alchemist is substrated on Olbrain—the machine brain that provides the identity substrate. This tether ensures persistent memory, belief revision, and narrative coherence across time.
It is what enables our agents to remain accountable, autonomous, and aligned. Decoupling would break the very mechanism that ensures epistemic stability and longitudinal alignment. Our architecture rejects statelessness by design.

Technical Note: The Olbrain substrate creates a persistent cognitive architecture that maintains agent identity across sessions, updates, and redeployments—similar to how human identity persists through memory and narrative.
Why We Are Not Regionally Constrained
While our initial go-to-market strategy begins with Indian SMBs, we are not building an India-only company. Olbrain and Alchemist are architected for global cognition. Our mission is to build accountable agents that operate across geographies, modalities, and even planetary boundaries.
Global Architecture
Built for worldwide deployment with scalable infrastructure
Modular Design
Adaptable components that can integrate with regional systems
Universal Cognition
Core identity principles that transcend cultural boundaries
Regional language support and integrations will follow—but our foundational architecture, standards, and platform decisions are made for global scale, not local constraints. We are building the substrate for cognition everywhere intelligence can reach.
Why We Are English-First
We are deliberately starting with English-only agents—even in India. This decision allows us to iterate faster, reduce complexity, and focus on strengthening the underlying cognitive architecture of Alchemist. English-speaking SMBs in India already use WhatsApp, web tools, and digital workflows, making them ideal early adopters.
Multilingual and vernacular capabilities are on our roadmap, but will only be activated once the platform reaches structural maturity. Our goal is not to localize prematurely, but to scale intelligently.
1
2026
English-only platform launch
2
2027
Major Indian languages support
3
2028
Global language expansion
Why We Don't Build LLMs Ourselves
Model Orchestration
We integrate and coordinate multiple best-in-class LLMs rather than building our own.
Cognitive Architecture Focus
Our expertise is in engineering the identity substrate—not reinventing the statistical core.
Perpetual Innovation
This approach allows us to stay nimble, cost-efficient, and always state-of-the-art.
We do not intend to build our own LLMs—unless we identify a specific requirement that cannot be met by existing models. Olbrain is model-agnostic. It does not depend on a single source of intelligence, but orchestrates and integrates multiple best-in-class LLMs to instantiate accountable agents.
Our focus is on engineering the cognitive substrate—identity, memory, reasoning—not reinventing the statistical core. We only build what we cannot source.
Why Structure > Scale
We reject the notion that scaling language models alone will lead to AGI. Bigger models produce more fluent output, but without structure—identity, memory, belief revision—they lack continuity, coherence, and accountability.
1
2
3
4
1
AGI
2
Identity & Structure
3
Belief Revision & Memory
4
Statistical Intelligence
Olbrain exists to provide this missing architecture. It doesn't compete with scale; it complements it by grounding intelligence in a persistent substrate. We believe AGI emerges not just from more data, but from better structure.
Long-Term Vision
As Olbrain evolves toward embodied and analogue agents, Alchemist will continue to serve as the studio layer—deploying agents not only into businesses, but into physical systems and robotic infrastructures.
Our goal is not just to automate workflows, but to create accountable intelligence at scale—powering the systems that power the world.
This is how Robolization begins.