Aethena | Virtual Labs
Aethena | Virtual Labs
Aethena | Virtual Labs
Agentic AI that turns impossible ideas into achievable ambitions
Agentic AI that turns
impossible ideas into
achievable ambitions
AI Advisory . | . Agentic Value Cases . POC & Technical Prototyping
AI Advisory . | . Agentic Value Cases . | . POC & Technical Prototyping
About Us
A lab purpose built for agentic innovation
A lab purpose built for agentic innovation
Combining AI, human insight, and real-world experimentation to go beyond what exists and turn bold concepts into unique working AI—fast
Sprint-First Model
– Delivery, not strategy
– Build to test & learn
– Structured for momentum
Reusable Components
– Modular architectures
– Agentic IP accelerants
– Real code outcomes
Hybrid Teams
– Human + AI collaboration
– Bespoke combinations
– Human in the loop decisions
Zero-to-One Focus
– New capability creation
– Proven fast with evidence
– Clarity on what comes next
A lab built for Agentic Innovation
AI, human insight, and real-world experimentation: turning bold concepts into unique coded AI
Sprint-First Model
– Delivery, not strategy
– Build to test & learn
– Structured for momentum
Reusable Components
– Modular architectures
– Agentic IP accelerants
– Real code outcomes
Hybrid Teams
– Human + AI collaboration
– Bespoke combinations
– Human in the loop decisions
Zero-to-One Focus
– New capability creation
– Proven fast with evidence
– Clarity on what comes next
'In-workflow' human in the loop focus
'In-workflow' human in the loop focus
From unobtainable optimsation to unprecedented value capture we re-imagine high-stakes, data rich workflows where AI uplift is real—and achievable.
Unstructured inputs
— Multi-modal translations
— Post-OCR variation
—Inputs AI can’t easily parse
Human-in-loop Expense
— Expert heavy workflows
— High friction/risk activities
— High validation need
No-API environments
— Data locked in web pages
— No reliable API path
—Time bound / high need state
Federated Complexity
— Trapped / Disparate IP
— Sensitive / Private IP
— Poorly unified vertical OS
'In-workflow' human in the loop
We re-imagine high-stakes, data rich workflows where people are key yet AI uplift is achievable.
Unstructured inputs
— Multi-modal translations
— Post-OCR variation
—Inputs AI can’t easily parse
Human-in-loop Expense
— Expert heavy workflows
— High friction/risk activities
— High validation need
No-API environments
— Data locked in web pages
— No reliable API path
—Time bound / high need state
Federated Complexity
— Trapped / Disparate IP
— Sensitive / Private IP
— Poorly unified vertical OS
Practical, transparent methodolodies
Practical, transparent methodolodies
From idea to impact—modular tiers of engagement explore, validate, and prototype AI-native systems to any taste, stack or framework.
AI Signal Discovery
Decode what’s possible, map internal readiness, and frame high-value use cases.
Technical POC
Design and build an agentic system with success criteria + next-step clarity.
Agentic Case Validation
Executive-ready business case with cost, metrics impact, ROI and architecture.
MVP Product
Turn a working POC into a real product—deployed with users and built to scale.
Clear, Practical Methodologies
Modular tiers of engagement explore, validate, and prototype AI-native systems to any stack.
AI Signal Discovery
Decode what’s possible, map internal readiness, and frame high-value use cases.
Technical POC
Design and build an agentic system with success criteria + next-step clarity.
Agentic Case Validation
Executive-ready business case with cost, metrics impact, ROI and architecture.
MVP Product
Turn a working POC into a real product—deployed with users and built to scale.
Contextual commercial alternatives
Contextual commercial alternatives
Commercials shouldn’t be the reason you don’t build something great. We offer flexible, practical ways to get moving—whatever stage you’re at.
Fixed Price AI POCs
Scoped builds with clear deliverables (i.e 4–6 week agentic prototypes)
Future Revenue Share
Great Idea? Limited Cash? Reduced upfront in exchange for a % of future rev share.
T&M AI Advisory
Directional or fractional support for evolving needs billed as you go
Build & License
Great Idea? No Cash? Pitch us and we may build it, own it and licence it back to you.
Broad Commercial Operating Models
Commercials shouldn’t be the reason you don’t build. We offer flexible ways to start.
Fixed Price AI POCs
Scoped builds with clear deliverables (i.e 4–6 week agentic prototypes)
Future Revenue Share
Great Idea? Limited Cash? Reduced upfront in exchange for a % of future rev share.
T&M AI Advisory
Directional or fractional support for evolving needs billed as you go
Build & License
Great Idea? No Cash? Pitch us and we may build it, own it and licence it back to you.
AI Advisory . | . Agentic Value Cases . | . POC & Technical Prototyping
Opportunity Spaces Uncovered
Areas we have Explored
Prof. Services
How can we help move valuable 'working' knowledge from the top of the pyramid?
Defense
How can we help mid-level leaders make faster, medium-risk decisions?
Product Dev
How can we add context to product decisions without more meetings?
RegTech
How can we enable self-service in expert-heavy compliance workflows
Private Equity
How can we reuse due diligence insights to unlock future value
Global MBA
How can we match students to jobs without strong articulation?
Tech University
How can we scale short courses without also growing TA headcount?
Gaming
How can we predict and influence demand for new games before launch?
EdTech
How can we help the differently abled learn in their own modality?
Global CPG
How can we capture expert knowledge before our senior talent retires?
Medical Device
How can we connect siloed experts across complex projects?
AdTech
How can we de-identify and re-identify data without using hashing?
Opportunity Spaces Uncovered
Prof. Services
How can we help move valuable 'working' knowledge down from the top of the pyramid?
Defense
How can we help mid-level leaders make faster, medium-risk decisions?
Product Dev
How can we add context to product decisions without more meetings?
RegTech
How can we enable self-service in expert-heavy compliance workflows
Private Equity
How can we reuse due diligence insights to unlock future value
Global MBA
How can we match students to jobs without strong articulation?
Tech University
How can we scale short courses without also growing TA headcount?
Gaming
How can we predict and influence demand for new games before launch?
EdTech
How can we help the differently abled learn in their own modality?
Global CPG
How can we capture expert knowledge before our senior talent retires?
Medical Device
How can we connect siloed experts across complex projects?
AdTech
How can we de-identify and re-identify data without using hashing?
AI Advisory . | . Agentic Value Cases . | . POC & Technical Prototyping
Example solutions
Aerospace
Modular
Lunar
Mapping
Challenge
How can we map lunar surface autonomously using multiple rovers, without relying on constant bandwidth or central control?
Solution
A federated agent system enabling each rover to map locally, share updates P2P, & collaboratively build a global view.
Key IP
- Federated simulation protocol
- Local agent autonomy
- Secure mesh communication
Case: Lunar
Mapping
Aerospace
Challenge
How can we map lunar surface autonomously using multiple rovers, without relying on constant bandwidth or central control?
Solution
A federated agent system enabling each rover to map locally, share updates P2P, & collaboratively build a global view.
Key IP
- Federated simulation protocol
- Local agent autonomy
- Secure mesh communication
Energy
Customer Document Intelligence
Challenge
How can we extract structured insights from high-volume, semi-structured regulatory documents with limited expert capacity?
Solution
A domain-specific agent powered by a custom visual-language model and human-in-the-loop tuning, transforming documents into structured intelligence.
Key IP
- Loop-based VLM fine-tuning
- Hybrid HIL feedback system
- Transparent audit logic
Case: User Intelligence
Energy
Challenge
How can we extract structured insights from high-volume, semi-structured regulatory documents with limited expert capacity?
Solution
A domain-specific agent powered by a custom visual-language model and human-in-the-loop tuning, transforming documents into structured intelligence.
Key IP
- Loop-based VLM fine-tuning
- Hybrid HIL feedback system
- Transparent audit logic
Maritime
Dynamic
Web-based intelligence
Challenge
How can we monitor and extract live data from dynamic websites without APIs or formal data access?
Solution
A browser-native “Scout Agent” that mimics analyst navigation (clicks, scrolls, forms) to surface real-time data streams.
Key IP
- Visual browser action agent
- Few-shot page inference
- Cache-to-API sync layer
Case: Web Based intelligence
Maritime
Challenge
How can we monitor and extract live data from dynamic websites without APIs or formal data access?
Solution
A browser-native “Scout Agent” that mimics analyst navigation (clicks, scrolls, forms) to surface real-time data streams.
Key IP
- Visual browser action agent
- Few-shot page inference
- Cache-to-API sync layer
IP & Tooling
IP & Tooling
Proprietary Agents
Functional
Agents
Task-specific logic — e.g. scoring mechanics, ingesting gameplay, simulating narrative.
Orchestration Agents
Coordinate between other agents and user workflows (like GTM flow or dev roadmap).
Simulation
Agents
Explore “what if” branches by tweaking inputs and evaluating predicted outcomes.
Collaboration Agents
Enable dialogic interface with users (brainstorm, feedback, roadmap planning).
Context
Agents
Maintain memory, parse multi-modal context, and enable coherent inference loops to bring human context to data
Scout
Agents
Used for GTM — scan web, databases, or internal stores for leads, matches, or opportunities.
Proprietary Agents
Functional Agents
Task-specific logic — e.g. scoring mechanics, ingesting gameplay, simulating narrative.
Orchestration Agents
Coordinate between other agents and user workflows (like GTM flow or dev roadmap).
Simulation Agents
Explore “what if” branches by tweaking inputs and evaluating predicted outcomes.
Collaboration Agents
Enable dialogic interface with users (brainstorm, feedback, roadmap planning).
Context Agents
Maintain memory, parse multi-modal context, and enable coherent inference loops to bring human context to data
Scout Agents
Used for GTM — scan web, databases, or internal stores for leads, matches, or opportunities.
Agentic Capabilities
Self-Improving Reasoning
Loop-based feedback incorporated into model and agent behavior
Graph-Based RAG Interfaces
Structured knowledge graph used to ground generation & logic
Predictive KPI Scoring AI
Predicts outcomes (sales, engagement, adoption) based on structured inputs
Multi-Modal VLM Inference
Ingests video, slides, PDFs, and converts into structured "memory"
Expert-trained Inference Models
Proprietary models trained on 'expert' heuristics, success criteria, and flows.
Federated Learning
Private model training across distributed clients/data
AI Capabilities
Self-Improving Reasoning
Loop-based feedback incorporated into model and agent behavior
Graph-Based RAG Interfaces
Structured knowledge graph used to ground generation & logic
Predictive KPI Scoring AI
Predicts outcomes (sales, engagement, adoption) based on structured inputs
Multi-Modal VLM Inference
Ingests video, slides, PDFs, and converts into structured "memory"
Expert Inference Models
Proprietary models trained on 'expert' heuristics, success criteria, and flows.
Federated Learning
Private model training across distributed clients/data
AI System Architecture
Vertical
OS
System of record and coordination layer for an entire industry vertical
Federated
Systems
Privacy-first design for sensitive domains like finance, health, or IP
Agent
Stack
Customised plug-and-play orchestration of agents, models, and tools
Secure Reasoning Trace
Trackable, explainable decision logs for agents
Loop-Based Learning
Feedback cycles that strengthen prediction or judgment over time
Inference Layer Interface
Embeds agents into user workflows without requiring new effort
AI Architecture
Vertical OS
System of record and coordination layer for an entire industry vertical
Federated Systems
Privacy-first design for sensitive domains like finance, health, or IP
Agent Stack
Customised plug-and-play orchestration: agents, models, tools
Secure Reasoning Trace
Trackable, explainable decision logs for agents
Loop-Based Learning
Feedback cycles that strengthen prediction or judgment over time
Inference Layer Interface
Embeds agents into user workflows without requiring new effort
Interface Components
Visual
Browser Use
Agents use browser automation to collect or verify structured info
GTM Engine Interface
Agent-driven outbound, qualification, and messaging flow for sales or research
Agentic
Simulation UI
Intuitive Agentic Interface to model different scenarios and reason design choices
Graph
Explorer
UI for navigating knowledge graphs, memory traces, or comparable examples
Collaborative Agent Chat
Agents that help plan, prioritize, and evolve reasoning in dialogue
Memory
Explorer
A visual interface for traversing the structured “memories” created by agents from prior sessions
AI Interfaces
Visual Browser Use
Agents use browser automation to collect or verify structured info
GTM Engine Interface
Agent-driven outbound, qualification, and messaging flow for sales or research
Agentic Simulation UI
Intuitive Agentic Interface to model different scenarios and reason design choices
Graph Explorer
UI for navigating knowledge graphs, memory traces, or comparable examples
Collaborative Agent Chat
Agents that help plan, prioritize, and evolve reasoning in dialogue
Memory Explorer
A visual interface for traversing the structured “memories” created by agents from prior sessions
Contact us
Contact us
Find your future
Find your future
Contact us today to talk about your impossible ideas, and how agentic AI can help you unlock your future
Contact us today to talk about your impossible ideas, and how agentic AI can help you unlock your future
Contact us
Find your future
Contact us today to talk about your impossible ideas, and how agentic AI can help you unlock your future
Aethena | Virtual Labs
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