The Dual Mission
ClarityOps: Strategic AI for High-Stakes Decisions
Healthcare executives, financial institutions, and manufacturers make decisions involving millions of dollars where AI must be right, not just plausible. ClarityOps is the Strategic AI Advisor built for these moments. It separates reasoning from calculation so hallucinations are architecturally impossible, not merely unlikely.
97%+ accuracy. Full audit trails. PIPEDA, SOC 2 Type II, and PHIPA compliance. Strategic intelligence delivered in 30 seconds that executives can verify and defend to boards and regulators.
MycelAI Conductor: A Triple-Use Living Sensor Platform
We use the living underground root-like network of fungi — called mycelium. This fungal network naturally behaves like a biological memory device. It can remember electrical signals, store information without power, and survive harsh conditions where normal electronics would fail.
We created software that listens to the natural electrical waveforms this living network produces and turns them into usable intelligence.
So what does that actually mean in practice? It gives us a triple-use platform:
- Defence and ISR: Persistent ground sensors in contested environments, with remote activation, waveform transmission, and operator-ready intelligence.
- Agriculture and Carbon MRV: Immediate revenue for Alberta farmers through plain-English soil advisories and verified carbon credits.
- Energy Efficiency at the AI Edge: Solving the AI electricity crisis by shifting edge sensing from power-hungry silicon to near-zero-power biology.
Grounded in LaRocco et al. (PLOS ONE, 2025), peer-reviewed research establishing fungal mycelium as a viable bio-computing substrate.
How the Two Pillars Complement Each Other
ClarityOps and MycelAI Conductor are not separate bets. They are two expressions of a single conviction: high-stakes decisions require intelligence you can trust, whether that intelligence comes from enterprise software or from the physical world.
ClarityOps delivers software intelligence. It turns fragmented enterprise data into verified strategic insights that executives can stake million-dollar decisions on. MycelAI Conductor delivers biological intelligence. It turns the earth itself into a distributed sensor network that monitors soil, atmosphere, radiation, and movement without a single battery or installation crew.
Together they represent VedAGI's broader thesis: the most consequential AI layer is the one that sits closest to the decision or the environment that must be understood. Enterprise intelligence in software. Physical intelligence in biology. Two categories. One company building both.
MycelAI Conductor: The Triple-Use Platform in Detail
We use the living underground root-like network of fungi — called mycelium. This fungal network naturally behaves like a biological memory device. It can remember electrical signals, store information without power, and survive harsh conditions where normal electronics would fail.
We created software that listens to the natural electrical waveforms this living network produces and turns them into usable intelligence.
So what does that actually mean in practice?
It gives us a triple-use platform:
1. Defence and ISR: Persistent Ground Sensors in Contested Environments
A military unit drops biodegradable MycelAI canisters into contested terrain via drone. Within 72 to 120 hours, the shiitake mycelium network colonizes the soil. The living network passively monitors acoustic vibrations, seismic signatures, and chemical traces. There are no electronic emissions to detect or jam.
When an operator sends a remote activation signal, the sensor nodes wake briefly, encrypt their collected waveform data, and transmit. The operator receives a plain-language report: "Vehicular movement detected along grid reference 447. Chemical signature consistent with diesel exhaust. High-confidence estimate: convoy of three to five vehicles, six hours ago."
The network then returns to silent passive mode. No battery runs out. No electronics fail. The sensors persist for months with zero logistics support.
2. Agriculture and Carbon MRV: Immediate Revenue for Alberta Farmers
A canola farmer in central Alberta inoculates a 500-hectare field with MycelAI-enabled mycelium substrate in spring. By midsummer, the underground network spans the entire root zone and transmits waveform data every hour.
The MycelAI Conductor platform processes those waveforms and generates plain-English farm advisories: "Soil moisture in your north section is 18% below optimal. Reduce irrigation in the south by 25% and redirect to the north section." The farmer cuts water costs by 35% while improving yield.
Carbon monitoring runs in parallel. The same network continuously measures soil carbon stocks and automatically generates verified MRV reports for carbon credit markets. The farmer receives carbon offset revenue on top of the water savings.
3. Energy Efficiency at the AI Edge: Solving the AI Electricity Crisis
A cloud data centre in Alberta consumes 40 megawatts and faces growing pressure to reduce energy use as AI compute demand rises. MycelAI deploys bio-sensor networks around the facility's cooling infrastructure and power distribution points. The living network monitors thermal gradients, airflow patterns, and ambient humidity in real time, drawing near-zero power from the environment.
Waveform data streams to the MycelAI Conductor platform, which identifies a cooling hotspot in Server Row 7 three hours before thermal sensors would detect it. The facility management system automatically adjusts cooling load, preventing equipment failure and reducing overall power draw by 8%.
As AI compute demand grows exponentially, MycelAI shifts the intelligence-gathering layer from power-hungry silicon to near-zero-power biology, relieving grid pressure without adding to it.
The Problems We're Solving
Enterprise AI Hallucinations
Healthcare executives make decisions involving millions of dollars and patient outcomes. Financial institutions manage risks that could trigger regulatory penalties. These leaders can't use generic AI assistants. ChatGPT hallucinates numbers; Claude fabricates calculations. Current AI tools are built for consumer convenience, not enterprise accountability.
ClarityOps solves this by architecturally separating reasoning from calculation. All mathematics executes in sandboxed Python environments with complete audit trails. Hallucinations are impossible, not just improbable.
Blind Spots in Physical-World Intelligence
Agriculture, climate science, and national security all depend on monitoring environments that are too vast, too hostile, or too power-constrained for conventional sensor networks. A single crop field may span thousands of hectares; a denied-access theatre may lack any infrastructure at all. And AI data centres are consuming electricity at a rate that the grid cannot sustain.
MycelAI Conductor addresses all three challenges with radiation-hard, near-zero-power, self-growing sensor colonies. They establish themselves from spores and provide continuous underground and surface intelligence without logistics, batteries, or installation overhead.
Our Solutions
VedAGI built the first AI architecture that separates calculations from reasoning, and the first bio-computing platform that reads intelligence from living fungal networks. Two distinct technologies solving two distinct categories of high-stakes problem.
Zero Hallucinations (ClarityOps)
Hard architectural boundaries prevent fabricated numbers. All calculations happen in sandboxed Python environments with complete audit trails. Executives verify every number before acting on it.
Enterprise Trust (ClarityOps)
C-suite executives can trace every assumption and stake million-dollar decisions on our intelligence. PIPEDA, SOC 2 Type II, and PHIPA compliance is built in from day one.
Persistent Defence ISR (MycelAI)
Fungal mycelium sensors survive EMP, ionising radiation, and extreme conditions that destroy conventional electronics. Drop-and-forget deployment with no logistics tail for months of persistent ground-level intelligence.
Agriculture and Carbon Revenue (MycelAI)
Plain-English soil advisories reduce water use and improve yield. Simultaneous carbon MRV generates verified offset credits. Immediate commercial revenue from day one of field deployment.
AI Energy Efficiency (MycelAI)
Near-zero-power bio-sensing networks monitor data centre thermal and power loads, enabling predictive cooling management and reducing grid pressure without adding to electricity demand.
Self-Growing Colonies (MycelAI)
Deploy spores and the network establishes itself, expanding coverage autonomously over days to weeks. Coverage improves with time rather than degrading, and partial network disruption does not compromise overall capability.
Our Vision
We are creating two new categories simultaneously.
In software: Strategic AI Advisors for regulated industries. Not chatbots. Not productivity tools. Not generic assistants. AI that replaces consulting workflows, delivering in 30 seconds what traditionally takes weeks, with accuracy executives can verify and defend to boards and regulators.
In biology: Living sensor infrastructure for physical-world intelligence. Not conventional IoT. Not satellite imagery. Not point sensors. A self-growing underground network that monitors soil health, chemical gradients, atmospheric conditions, and physical disturbances with radiation-hard persistence and near-zero standby power.
Starting with healthcare (ClarityOps) and precision agriculture, defence ISR, and AI energy efficiency (MycelAI Conductor), we are expanding into every domain where decision accuracy and environmental awareness are existential: financial services, manufacturing, energy, climate science, and national security. Two pillars. One deep-tech company.
Why VedAGI Exists
The Opportunity
Enterprises spend $15B+ annually on consultants and fragmented analytics waiting weeks for strategic insights. Meanwhile, AI tools that could deliver instant intelligence are unusable because they hallucinate the numbers that decisions depend on.
At the same time, agriculture, climate science, and defence face vast monitoring blind spots where conventional sensor infrastructure is too expensive, too fragile, or logistically impossible to deploy.
Both gaps, enterprise intelligence and physical-world sensing, are where VedAGI lives.
The Founding Insights
Traditional AI companies tried to fix hallucinations by making models larger. We realised the architecture itself was broken. You can't trust an LLM to do math any more than you'd trust a creative writer to audit your financials. We built ClarityOps with hard architectural boundaries: hallucination impossible by design.
For bio-computing, the insight came from LaRocco et al. (PLOS ONE, 2025): fungal mycelium networks already compute. They transmit structured electrical signals in response to environmental stimuli. MycelAI Conductor is the software layer that listens to those waveforms and turns them into usable intelligence across three distinct missions: defence ISR, precision agriculture, and AI energy efficiency.
The Mission
Become the Strategic AI Advisor for every regulated industry where decisions are high-stakes and accuracy isn't negotiable. Become the global underground network signal interpretive interface where physical-world sensing at scale is otherwise impossible.
Two categories. Two market leadership positions. One deep-tech company building both.
Our Principles
Trust Through Architecture
We earn trust by making hallucinations impossible, not improbable. Our architecture creates hard boundaries between reasoning and calculation. Executives don't need to "trust the AI." They can verify every number.
Enterprise First
We build for decisions involving millions of dollars, patient outcomes, and regulatory compliance. Consumer AI optimises for engagement; we optimise for accuracy executives can stake their careers on.
Compliance as Foundation
Regulatory requirements aren't obstacles. They're moats. PIPEDA, SOC 2, PHIPA, and Basel III compliance isn't bolted on. It's built in from day one.
Science-Grounded Bio-Computing
MycelAI Conductor is not speculative. It is built on peer-reviewed research (LaRocco et al., PLOS ONE, 2025) establishing fungal mycelium as a viable bio-computing substrate. Its triple-use value in defence ISR, agriculture, and AI energy efficiency is grounded in evidence, not hype.
Dual-Use by Design
Both ClarityOps and MycelAI are architected to serve commercial and national-security missions in parallel. The same sensor network that monitors crop health can support persistent ISR. The same intelligence platform that advises on healthcare strategy can support defence procurement.
Speed AND Accuracy
30-second strategic insights don't compromise on precision. Self-growing sensor networks don't compromise on persistence. We deliver both dimensions together: fast decisions backed by verifiable intelligence.
Category Creation
We're not competing with ChatGPT or replacing Excel, and we're not building incremental sensor hardware. We're creating two new categories: Strategic AI Advisors in software, and living bio-computing sensor infrastructure in biology.
Hypergrowth Discipline
We're venture-backed and building for scale, targeting $550M ARR by Year 7. But hypergrowth without trust is unsustainable. We scale what works, not what's flashy.
Leadership
Rajan Sharma
Founder & CEO
Rajan founded VedAGI to solve the fundamental trust problem in enterprise AI. With deep expertise in AI architecture and regulated industries, he recognized that hallucinations weren't a model problem. They were an architecture problem. His vision: create the Strategic AI Advisor category and build the trusted intelligence layer for every regulated industry where decisions can't afford to be wrong.
We're building the team that will define this category.
VedAGI is assembling world-class talent in AI architecture, healthcare technology, enterprise sales, and regulatory compliance. If you're interested in joining us to build trusted AI for regulated industries, reach out at careers@vedagi.com.
Where We Are Today
ClarityOps: Platform
Deployed with 97%+ accuracy and zero-hallucination architecture validated. Multilingual support (6 languages), PHIPA compliance, and healthcare-specific intelligence modules operational.
ClarityOps: Partnerships
Strategic partnership with BioMD Consulting delivering AI-powered healthcare intelligence across North America. Active deployment discussions with Niagara Health for regional healthcare system.
MycelAI Conductor: R&D
v1.1 Prototype active. Cultivated Pleurotus ostreatus networks with validated electrical signal interpretation. Covert deployment form factors developed for defence-augmented applications. Scientific foundation: LaRocco et al., PLOS ONE, 2025.
MycelAI Conductor: Applications
Precision agriculture and carbon MRV pilots in scoping. Defence ISR partnership discussions underway. Target use cases: soil intelligence, radiation monitoring, persistent ISR in denied-access environments.
Funding
Raising $7.5M pre-seed at $37.5M pre-money valuation. Founder has invested $498K personally. Targeting hypergrowth trajectory to $550M ARR by Year 7 with $5-10B exit potential across both platforms.
Expansion Roadmap
Healthcare foundation established (2025). Financial services and manufacturing (ClarityOps) plus agriculture and climate MRV (MycelAI) targeted for 2026. Defence ISR and energy sector deployment planned for 2027. Dual-category leadership by 2028.
Join Us
For Investors
VedAGI is creating two deep-tech categories simultaneously: Strategic AI Advisors for regulated enterprise decisions (ClarityOps) and living bio-computing sensor infrastructure (MycelAI Conductor). Both are architecture-first, moat-heavy, and dual-use commercial and defence. We're raising $7.5M pre-seed.
For Partners
Healthcare organisations, consulting firms, and enterprise technology partners: ClarityOps delivers strategic intelligence that your stakeholders need for high-stakes decisions. Agriculture, climate, and defence partners: MycelAI Conductor offers persistent sensing infrastructure at a scale previously impossible. Let's build together.
For Talent
We're assembling the team that will define trusted AI for regulated industries and bio-computing sensor infrastructure for the physical world. If you're exceptional at AI architecture, bio-computing, healthcare technology, enterprise sales, regulatory compliance, or defence applications, and you want to build category-defining platforms, we want to talk.
Let's Build the Future of Enterprise and Physical-World Intelligence
Whether you're a potential customer, investor, partner, or team member: if you believe enterprises deserve AI they can trust, and the world deserves sensing infrastructure that works anywhere, we want to hear from you.