Enterprise AI Infrastructure
AI Knowledge Infrastructure for Enterprise.
Your teams use ChatGPT, Claude, and Cursor every day — but every session starts from zero. PriorLayer gives AI tools persistent context about your organization, so they actually deliver value.
AI Adoption Rate
↑ 550%78%
Active Users
847 / 1,100
↑ from 132 last quarter
Queries / Month
12.4K
↑ 8.2x vs. pre-PriorLayer
Time Saved
4.2 hrs/wk
per employee average
Response Relevance
94%
↑ from 31% without context
The Problem
Current AI Adoption
12%
of employees actively using AI tools
You spent $300K on AI licenses.
Usage is at 12%.
The pattern is the same everywhere. Employees try ChatGPT, get generic answers that don't fit their role, and go back to their old workflows. The AI doesn't know their projects, their tools, or how their team actually operates.
It's not the AI's fault — it just doesn't have context.
How It Works
Three steps to AI that actually knows your team.
Deploy in days, not months
IT-managed onboarding with SSO. Provision teams in bulk. Each employee completes a guided session that captures their role, tools, and workflows — everything AI needs to give relevant answers.
Tell me about your role and what you work on day-to-day.
I'm a PM on the platform team. I spend most of my time in Linear tracking features, writing specs in Notion, and reviewing designs in Figma…
What are the biggest challenges your team faces right now?
Keeping context across projects. We lose so much knowledge when people switch teams or go on leave…
Build your organization's knowledge layer
Employee answers become structured, searchable memory. Not raw transcripts — organized knowledge about roles, processes, and institutional context that makes AI responses actually relevant.
Connect to every AI tool your teams use
Works with ChatGPT, Claude, Cursor, and any MCP-compatible tool. Zero workflow change for employees. Same tools they already use, dramatically better output.
✓ Connected to PriorLayer MCP server
Features
Built for teams that take AI seriously
Turn 12% adoption into 80%
When AI gives useful answers, people actually use it. Context is the difference between a toy and a tool.
Works with tools you already pay for
ChatGPT, Claude, Cursor. No new software to learn. Your team keeps their existing workflow.
Deploys in days, compounds over months
IT-managed deployment with SSO and bulk provisioning. As your teams work, PriorLayer continuously enriches its knowledge layer.
Your data stays yours
Export anytime. Delete anytime. Full data portability. SOC 2 compliance coming soon.
Structured memory architecture
From raw conversations to organized, searchable context — delivered to AI via MCP.
Case Studies
What happens when AI actually has context
Financial Services
Top 10 US Bank · 45,000 employees
AI adoption in 90 days
“We went from 9% adoption to 73% in a single quarter. The ROI conversation with the board went from defensive to offensive.”
VP of Technology Innovation
Read Case StudyHealthcare Technology
Health Tech Platform · 3,200 employees
reduction in documentation time
“Our clinical ops team went from skeptics to evangelists. AI finally understood their workflows.”
Chief Digital Officer
Read Case StudyManagement Consulting
Top 10 Global Firm · 12,000 employees
saved per consultant per week
“Every new engagement used to mean starting from zero with AI. Now our methodologies and frameworks are built in.”
Global Head of AI & Digital
Read Case StudySecurity & Privacy
Your security team will actually approve this
Most AI tools sit between your employees and the model, seeing every conversation. PriorLayer doesn't. We just serve context.
We never see your AI conversations
PriorLayer is a context layer, not a proxy. Conversations happen directly between your employees and their AI tools. We only serve memories via MCP when the AI requests them.
Conversations stay between employee & AI.
PriorLayer only serves memories when asked.
Encrypted at rest and in transit
All memories are encrypted with AES-256 at rest and TLS 1.3 in transit. Your data is protected end to end.
Your data is never used for training
Memories are yours. They are never used to train AI models, shared with third parties, or used for any purpose beyond serving context to your team.
Export or delete anytime
Full data portability. Export all memories as structured data or delete everything with one click. No lock-in, no dark patterns.
SOC 2 compliance
Currently in the SOC 2 Type II audit process. Enterprise customers get full access to our security documentation and compliance reports.