Generic AI has no memory of your business
Every conversation resets. No matter how much you use it, generic AI never accumulates your workflows, decision criteria, or project history.
AI proactively collects information and keeps documents updated — without being asked.
Meetings, work sessions, and decisions are observed and accumulated as your unique business context.
The more it runs, the more it knows — AI that genuinely understands your organization.
Built by a founder from Hitachi and Deloitte, based on the real problems seen supporting enterprise AI transformation projects.
Problem
Bringing in tools alone doesn't solve the problem. The real issue is structural: business context lives in people's heads and never reaches AI or external partners in a usable form.
Every conversation resets. No matter how much you use it, generic AI never accumulates your workflows, decision criteria, or project history.
Even the best external partners need time to understand your context. While they're getting up to speed, your team becomes the full-time explainer.
Exception handling, unwritten rules, who to loop in — this is how work actually gets done. None of it is in the docs, so it never reaches AI or outside partners.
Keeping up with domain knowledge, company-specific workflows, org dynamics, and the pace of AI evolution — all at once, across planning and execution — exceeds what any individual can sustain at high quality.
How It Works
Linktier continuously absorbs your project's meetings, documents, and decisions. It takes over the coordination and documentation work that external partners used to handle — and the knowledge never leaves.
Meeting notes, reports, and task boards are absorbed and structured as business context. No more explaining your project to every new partner from scratch.
Task planning, document updates, and research happen proactively. You review and approve — AI handles the execution.
Even after the FDE engagement closes, AI continues operating with full business context — breaking the cycle of knowledge lost at project end.
Why Linktier
Generic AI resets with every conversation. Linktier structures and retains your project's business context — then acts on it autonomously, without waiting to be asked. Less reliance on external parties, more organizational intelligence that compounds over time.
A Forward Deployed Engineer enters your environment and designs how AI understands your business. You never have to figure out the setup yourself.
All data stays in infrastructure you control. Easier to clear enterprise security review and no dependency on external SaaS data policies.
Context built during this project carries into the next. The longer you use Linktier, the wider the gap from generic AI.
Use Cases
Three scenarios showing how Linktier moves transformation work forward without waiting to be prompted.
Drop meeting notes in a folder. AI reads the full project context, drafts a task plan, and — after your approval — updates all related documents automatically.
Auto Generated Output
AI decides what to research based on current project state, runs web searches every morning, and proposes updates to your strategy docs after your approval.
Auto Generated Output
Turn on screen sharing with AI. It observes your workflows, decision patterns, and exceptions — building context that new partners can access immediately.
Auto Generated Output
Security & Trust
We know how long internal security reviews take. That's why Linktier is architected from the ground up to minimize that friction — data stays in your environment, not ours.
Architecture
Local execution / No external upload
Electron + local vault configuration
Enterprise Ready
Security documentation included
Requirements matrix & deployment guide
FAQ
What does Linktier actually deliver?
Not a strategy deck or a standalone app. Linktier deploys a working AI execution environment inside your organization — designed by an FDE, tailored to your business context, and capable of running autonomously.
Why the FDE model instead of self-serve?
For AI to act on your business, it first needs to understand your business. That design work can't be skipped. FDEs handle the initial setup so AI is operational from day one — not after months of internal trial and error.
Who is this for?
Enterprise transformation teams, DX offices, and PMO leaders who are tired of AI that requires constant hand-holding. Industry and function are not constraints — the prerequisite is an active change initiative.
How does data security work?
Business data is never stored on Linktier's servers. Files and context live in your own environment. You can also connect your existing enterprise AI API (Azure OpenAI, Claude Enterprise, etc.).
No commitment required. Share your target use case and constraints — we'll assess where autonomous AI can create immediate impact and design a path forward together.