Empowers experts. Captures institutional knowledge. Drives corporate IQ.
Kayvium gets smarter with use.
Zero technical debt.
Kayvium is a service that lets your subject matter experts describe the applications they need in structured and unstructured text, using language they understand, in their terms. Kayvium generates the working application, captures the institutional knowledge that flows through it, and measures how well your organization actually uses that knowledge — its corporate IQ.
Zero technical debt — because Kayvium regenerates the application from your intent every time, using the best tools available. No legacy code piles up. Nothing drifts. Nothing ages. When the models below improve or your requirements evolve, Kayvium re-compiles cleanly — no legacy code to maintain, no workarounds to unwind, no backlog to work off. Your document is the source of truth; the running code always matches it.
The more your team uses Kayvium, the sharper the applications, the memory, and the measurement become. It fits above the AI tools you already use — Claude, GPT, Copilot, open-weight models — with no rip-and-replace, no re-platforming, and no new stack to learn.
Soar up to 100x above the Knowledge Plane.
The Knowledge Plane is becoming the new corporate productivity interaction surface — the place where SMEs, empowered at up to 100x, inject knowledge, and where every user draws on Institutional Knowledge that gets smarter with each use.
For enterprises whose value depends on expert judgment — asset-intensive operations, regulated industries, multi-department organizations — who need to capture and reuse that judgment without waiting on IT, Kayvium is a service that turns a subject matter expert's plain-language description into a governed, working application. It delivers this by compiling structured intent directly into software, verified continuously against two standing tests — Holograph and Coherence — and by keeping the source document and the running application in permanent sync. Unlike a model subscription, a custom build, or a document-management tool, Kayvium sits above whichever AI models you already use, carries no re-platforming cost, and gets smarter — measurably, as corporate IQ — every time your organization uses it.
Every enterprise wants this now: a governed way to turn what its people know into working software, without losing control of the knowledge or getting locked to a vendor. Nobody delivers it the way Kayvium does — as a sovereign, model-neutral layer that sits above whatever you already run, measurably compounds with use, and requires nothing to be ripped out to start.
Applications that automate expert thinking.
Your experts hold judgment that never fits in a manual. Kayvium lets them describe what an application should do and decide — in plain language, structured and unstructured — and generates the working system. No project delays. No development schedule. No handoff to IT. Nothing in your existing environment needs to change.
Float like a butterfly.
Sting like a SME.
Your competitive advantage is judgment, not APIs, frameworks, or code. Kayvium keeps you above the technical implementation while your expertise becomes an enterprise-grade application below it. The nine things you describe become a single governed document — the Application Intention Document, or AID.
Define as much of the application as you can, in plain text. Where your description leaves a gap, Kayvium fills it using established industry norms — flagged clearly, so you always know what it added. Don't recognize a term or a step Kayvium is asking about? Ask. Walk through any part of your AID and Kayvium explains it in plain language, right where you're stuck.
Because everything compiles from the same governed document, these stay synchronized instead of drifting apart:
The Knowledge Plane is the surface where people actually work — describing intent, reviewing an AID, approving a workflow. Everything technical happens beneath it, automatically.
No version management
No re-platforming
No vendor lock-in
Always an accurate record
No drift over time
No stale documentation
The Knowledge Plane doesn't float free — it sits directly on top of your Corporate Institutional Knowledge. Every AID you write draws from that foundation and adds back to it. See how that compounds →
Applications become the execution layer. Institutional Knowledge becomes the interface.
Three promises. One sovereign memory.
Above the architecture, above the models, above the vendors — Kayvium delivers three concrete promises. Each is a capability you can point to, test, and hold us to. Together they are what makes any AI model enterprise-ready.
Nothing about what you described gets lost, duplicated, or quietly changed as it is turned into a working system — even years later, after the AI models underneath have been swapped out more than once. Fidelity, tested continuously.
The system stays grounded in how your organization actually operates today — not how it worked when it was first documented. Coherence re-scores continuously as your reality itself moves, and flags where an expert should look before you trust the output.
Say what outcome you want in plain language. Kayvium compiles it directly into a governed application — full role-specific screens, cross-team workflow, wired into your knowledge and access controls. All details abstracted away. No separate development cycle.
Intent and implementation are separable layers — and they should be governed separately. The models below change every few months. What you actually described wanting stays the same. Kayvium is the layer between the two.
— Kayvium Technical Paper KIS-TP-2026-023
Every hand-off loses something.
Conventional software delivery asks an expert to translate what they know into someone else's language before it can become working software — a requirements document, a design, code. Every translation introduces delay, ambiguity, cost, and technical debt. The expert's own judgment is not what ends up governing the system; a chain of secondhand interpretations of it is.
The conventional translation chain — value and fidelity are lost at every hand-off.
Kayvium removes the translation layer rather than accelerating it. The specification an SME writes — the AID — is not converted into a separate design and then separate code that people subsequently maintain by hand. It is compiled, deterministically, directly into the application.
Because the specification stays the authoritative source, changes are localized to the affected part of it. There is no drift between documentation, code, policy, and training, because there was never a second copy of the truth to drift from. This is the mechanism behind zero technical debt — not a promise, a consequence of where the source of truth lives.
| Conventional AI Coding | Kayvium |
|---|---|
| Generates code | Compiles governed intent |
| Developers remain the translation layer | SMEs express intent directly |
| Documentation drifts | Single governed source |
| Training maintained separately | Training compiled automatically |
| Technology refresh requires rework | Recompiled from the AID |
| Knowledge leaves with people | Knowledge accumulates |
The old discovery question doesn't survive this.
Software discovery has run on the same question for decades: "Which module do you need?" That question assumes the answer is a feature to buy. Kayvium starts from a different one: "What outcome do you want?" — because the answer is a specification to write, not a shelf to shop.
| The Old Question | The New Question |
|---|---|
| Which module handles approvals? | What decision are you trying to speed up? |
| Does it integrate with our stack? | What does success look like in 90 days? |
| How many seats do we need? | Whose judgment are we trying to capture? |
| What's on your product roadmap? | What's broken in how work moves today? |
Practical. Non-disruptive. Ready to work with what you already have.
Persistent Memory
Your organization's knowledge graphs, policies, expert judgment, and decision history persist across sessions — instead of resetting every time someone opens a chat window.
Enterprise Understanding
Kayvium models your assets, processes, regulations, risks, projects, and people as structured knowledge — so the model reasons about your business, not just your documents.
Model Neutrality
You are not locked into any model, vendor, or open-source project. Route coding, planning, multimodal, cost-sensitive, and air-gapped work to whichever model is genuinely best for the task — Claude, GPT, Gemini, Llama, Qwen, DeepSeek — without re-platforming.
Governance Built In
Every byte runs through the Kayvium Data Plane — the governed layer beneath your Knowledge Plane where core records live, always kept current by headless MDM (master data management), with no separate admin console to run. Layer on role- and attribute-based access control, audit trails, approval workflows, and compliance mapping, and regulated teams can adopt AI with confidence — aligned with the NIST AI Risk Management Framework (NIST AI RMF).
Always Current Knowledge
Continuous ingestion from Teams, SharePoint, GitHub, Confluence, email, databases, and line-of-business systems keeps answers grounded in what is true today — not last quarter's snapshot.
Specialist Teams, Not One Assistant
Kayvium orchestrates multiple purpose-built AI specialists — reliability, safety, scheduling, code review, planning — working together on a single task, each free to use whichever model best fits its role.
Know When To Trust The Answer
Every response can carry an evidence score, a source list, a knowledge-coverage assessment, and a flag for when the question needs a human expert — not just a confident-sounding reply.
Describe It, Don't Build It
The Intent Editor lets a business owner describe the outcome they want in plain language. Kayvium compiles it into a working, governed application — full role-specific screens, cross-team workflow — with no separate development cycle.
You describe. Kayvium delivers. The models below keep changing.
The AI models you read about every week — Claude, GPT, Gemini, Llama, Qwen, DeepSeek, Copilot — are not what you are actually buying. They are implementation. They will keep changing. What you actually want is for your business to do something: approve requests faster, catch a risk before it becomes a problem, know what your most experienced people already know.
Kayvium is built entirely around that distinction. You tell Kayvium what you want. Kayvium figures out how to get it done using whichever combination of models is best today — and when that changes next year, Kayvium absorbs the change for you, invisibly, without you having to rebuild anything.
For organizations already standardizing on Microsoft 365 and Copilot, Kayvium sits above that stack — the Knowledge Plane that turns Copilot into an enterprise-grade experience, badged clearly as "Powered by Kayvium" inside the tools your teams already use.
Concrete, governed answers — where the work actually happens.
Four settings where the difference between raw AI and a calm, governed service becomes immediately visible.
Asset-Intensive Operations
Asking a model about a piece of equipment returns an answer grounded in its actual maintenance history, current regulatory status, and the engineers who know it best — not a generic guess drawn from a public data set.
- Live maintenance record
- Current regulatory position
- Linked SME expertise
- Evidence score attached
Regulated Decision-Making
Every recommendation carries a source trail and an evidence score, so compliance and audit teams can see exactly why the system said what it said — turning AI adoption into something legal and audit can sign off on.
- Source list per answer
- Evidence score visible
- Complete audit trail
- Aligned with NIST AI RMF
Workforce Transitions
Roughly 30 million Americans and 2.7 million Canadians are set to reach retirement age this decade, and in much of Europe, workers over 55 will soon make up a third or more of the entire workforce. When an expert retires or moves on, the judgment behind their decisions stays queryable and reusable — captured in Corporate Memory — instead of walking out the door with them.
- Tacit knowledge preserved
- Decision rationale retained
- Cross-generational queryability
- Reduced continuity risk
Multi-Department Knowledge
A question that spans engineering, finance, and legal draws on all three domains coherently — because Kayvium models the relationships between them, not just the isolated documents in each silo.
- Cross-domain reasoning
- Relationship-aware retrieval
- Silo-transcending answers
- Multi-agent specialists
Corporate Memory that gets sharper every time you use it.
Corporate Memory is everything Kayvium does with what your organization knows — not a generic knowledge base, but a governed system that captures, structures, and compounds it. Every application Kayvium generates draws on it and feeds its use back into the record. Over time Corporate Memory becomes measurable across four dimensions — what it knows, how well it uses what it knows, how quickly it learns, and how well it holds up when things go wrong. When performance drifts past a threshold, Kayvium acts.
The Knowledge Plane your team works in sits directly on Corporate Memory. Everything measured here is what that plane draws from — and adds back to.
From novice to expert, one transformation at a time.
The same gaps Kayvium fills when you build an application are the gaps it can teach you to close yourself. The Kayvium Curriculum Hub is the built-in learning system that does this — it turns what you don't yet know into a personalized learning plan, grounded in real industry norms, not a generic course library, so your own capability compounds the same way your applications do.
Describe What You Know
Define as much of the application as you can, in plain text. Where your description leaves a gap, Kayvium fills it using established industry norms — flagged clearly, so you always know what it added.
Explain This To Me
Don't recognize a term, a workflow stage, or a compliance requirement Kayvium is asking about? Ask. Kayvium walks you through any part of your AID in plain language, right where you're stuck.
Your Learning Path
Every gap you hit becomes an input. Kayvium Curriculum Hub turns your specific gaps into a learning plan grounded in industry norms for your role and domain — not a generic course library.
Self-Paced, Not Scheduled
No fixed calendar, no cohort to keep pace with. Move at the speed and depth that fits how you actually learn — pause, skip ahead, or go deep on one topic before moving on.
Prove It, Get Accredited
Test what you've learned. Score well enough, and you're accredited — a credential tied to demonstrated competency, not time spent in a seat. This is a corporate accreditation, scoped to how your organization works — not a portable industry certification.
Novice To Expert, One Step At A Time
Capability grows the same way corporate IQ does — incrementally, validated, and remembered. Every accreditation becomes part of your organization's institutional record, not a credential you carry to a competitor or another employer.
The advantage is moving from which model you pick to how well you use what you know.
As open-source models close the gap with commercial frontier models, the competitive advantage in enterprise AI is shifting. It is moving away from "which model do we use" and toward "how well do we capture, govern, and reuse our own organizational knowledge."
That second capability does not expire when a new model ships. It compounds. Every improvement anywhere in the AI ecosystem is a capability Kayvium can absorb on your behalf. Your exposure to industry churn approaches zero — while your exposure to industry progress remains fully intact.
This is what Kayvium builds: your Corporate Memory — sovereign, model-agnostic, and governed — that gets more valuable every time your organization uses it, regardless of which AI vendor is winning the benchmark race this quarter.
Four structural moats. None of them expire.
Most software depreciates the moment it ships. These four properties work the other way — each one gets more valuable with time and use, not less.
Sovereignty
Your knowledge never has to leave your control to be useful. The AID and the knowledge compiled from it can run on infrastructure you operate — on-premises, in a sovereign cloud, or fully air-gapped — instead of being sent to a third party's servers or absorbed into a vendor's training pipeline.
Accumulation
Every application built on Kayvium leaves something behind besides the application itself. The specification remains after the project ships — reusable by the next application, the next domain, the next person who needs the same institutional knowledge. Your knowledge base compounds instead of resetting with each project.
Substrate Independence
Model neutrality by design: intent survives changing AI models and infrastructure because applications are recompiled, not re-platformed. When a better model arrives — proprietary, vendor, or open-source — your specification doesn't need to be rewritten. It just compiles against something better. The same independence extends to the knowledge itself — optimized across business and scientific domains alike, not tuned to one narrow vertical.
Deep IP
Kayvium's architecture — the Intent Ladder, the AID compiler, the Holograph and Coherence tests — was built over years, well before large language models existed. That head start is the moat: competitors bolting AI onto generic tools are building on someone else's foundation. Kayvium built its own.
Three questions we hear every time.
Years in the making. AI made the promise deliverable.
Kayvium is built by Bain McKay, CEO and Chief Scientist, who has been developing the underlying knowledge architecture, governance model, and Intent Editor for years — well before large language models existed. Headquartered in Ottawa, Ontario, with R&D based in Alberta.
Recent advances in AI account for roughly 20% of what Kayvium does today. That 20% was the missing piece. It is what finally makes it possible to deliver on Kayvium's founding promise — empowering subject matter experts and building corporate IQ — at the speed and fidelity the underlying architecture was always designed for.
In other words: the AI made the last mile possible. It did not create the road.
Founder photo · any additional team bios you want listed · Board of Advisors names, if applicable · LinkedIn profile links · any named clients, testimonials, or case studies Kayvium is cleared to publish.
Applications become the execution layer. Institutional Knowledge becomes the interface.
One architecture, four doors in — each grounded in the same reframe, spoken in the language of how you actually buy or sell.
Your Stack Becomes The Execution Layer
You've already deployed and sold an application stack your clients depend on. Kayvium doesn't replace it — it orchestrates it. What you've built keeps running, invoked by intent instead of ripped out and rebuilt. Nothing breaks.
Strictly Beneath Copilot
Kayvium stays strictly beneath Copilot's surface — invisible infrastructure, never a competing interface. The Knowledge Plane and Data Plane operate underneath, badged clearly as "Powered by Kayvium," inside the experience your customers already use.
Invoked By Intent, Not Disintermediated
Your software doesn't get bypassed — it gets called on, exactly when the intent calls for it. Kayvium routes to you; it doesn't route around you. Being the best tool for the job is what keeps you in the loop.
Application-Independence Is Anti-Lock-In
Because no single application owns your knowledge, no single vendor can hold it hostage. Application-independence isn't a feature here — it's the argument against lock-in itself, and the reason Sovereignty and Substrate Independence are moats, not marketing.
Proof in weeks. Full deployment in 90 days.
Three ways to begin — each designed to prove the layer works on your knowledge, in your environment, before you scale it.
Focused Pilot
A single business process or knowledge domain, proven in weeks. We prove Holograph and Coherence on your data, in your environment, against your criteria — before any wider rollout.
- Proof in weeks, not quarters
- One process, one domain
- Holograph & Coherence proven
- Wired to your existing systems
Sovereign Deployment
Full data sovereignty, including local-first deployment on open-weight models for air-gapped or regulated environments. Every capability of the cloud version — inside your own boundary.
- Local-first architecture
- Open-weight model support
- Air-gapped operation
- Regulated-industry ready
Complementary Layer
The Knowledge Plane that sits above your existing Microsoft, Google, or Anthropic investment — no rip-and-replace. Adds memory, governance, evidence, and the Intent Editor on top of what you already run.
- Sits above Copilot & Claude
- "Powered by Kayvium" badging
- Zero re-platforming
- Compounds on existing spend
The best way to test drive Kayvium is on your own data.
Tell us where you would start — a business process, a knowledge domain, a compliance pain point — and we will scope a focused pilot. Initial conversations are confidential, and the pilot runs on your data, in your environment, on your timeline.