From Scattered to Always Watching
Seven layers of intelligence transform your documents into living organizational knowledge. Your UniversalContext Map builds automatically. Critical insights surface. Questions answered instantly. You're always informed, never searching.
The UniversalContext Workflow
Connect a source. Get the answer in seconds. Here's what happens in between.
Connect
Connect Slack, email, your CRM, SharePoint, Google Drive, and 500+ other sources directly. Or drop files manually. PDFs, contracts, audio, images, spreadsheets. Everything flows in automatically. Every file encrypted immediately with your organization's own key before it touches disk.
Triage & Parse
AI triages each document for value, then extracts every word, every table, every data point. A 500-page contract? Parsed in under a minute. Each document gets a summary, classification, and thumbnail. Ready to find before you finish your coffee.
Index & Embed
Documents are chunked and embedded for semantic search. Ask in plain English. Get the right answer even when you don't know the exact words. Keyword precision meets meaning-based retrieval. The more you add, the sharper the results.
Extract & Map
Every entity extracted. Every relationship mapped. People to projects. Contracts to clients. Obligations to deadlines. Duplicates resolved across documents. Your UniversalContext Map builds itself automatically and grows richer with every upload.
Compile & Synthesize
Raw data becomes readable intelligence. Every entity gets a profile. Every topic gets a summary. Cross-references link documents to decisions, decisions to outcomes. When agents discover new insights, they write back and everything updates automatically.
Ask & Analyze
Just ask. 'What did we promise Acme last quarter?' 'Who worked on the Johnson project?' 'Are we compliant with DORA?' Your question is routed to the right specialist in under 400ms. The answer comes back cited, not guessed.
Proactive Intelligence
You don't have to ask. Specialized agents work on your behalf. Some answer your questions. Others run on a schedule, watching for contradictions, tracking commitments, monitoring compliance, surfacing risks. Every Monday, a strategic brief lands in your inbox.
Insights That Find You
You don't have to ask. Specialized agents work on your behalf. Some answer your questions. Others watch everything continuously and surface what you'd never think to look for.
Contradictions
Flags conflicting information across your documents before it becomes a problem
Commitments
Tracks action items, deadlines, and follow-ups across every document
Compliance
Monitors your regulatory posture and flags gaps in real time
Freshness
Identifies stale documents and knowledge debt before it misleads
Gem
Runs autonomous deep research and produces structured reports on opportunities and risks
Relationships
Discovers hidden connections between entities across everything you've uploaded
Communications Risk
Detects tone patterns and risk signals in communications
Financial
Analyzes financial documents and calculates key metrics automatically
Knowledge
Focused document Q&A with full source citation. No guessing.
Support
Handles platform help and ticket management for your team
Every Monday, a strategic brief lands in your inbox. The agents are always watching so you don't miss anything.
And Then It Gets Smarter
These seven steps don't just run once. They compound across five layers of knowledge. Every document processed enriches the UniversalContext Map. Every query teaches the system what matters. Week over week, the intelligence deepens.
Raw Sources
Your original documents, immutable and encrypted. The foundation everything else builds on.
Indexed Fragments
Chunks and summaries, searchable by meaning. Your documents are now findable by what they say, not just what they're named.
UniversalContext Map
Entities and relationships, all traced back to their source documents. People connected to projects. Contracts connected to clients. The invisible made visible.
Knowledge Pages
Synthesized knowledge pages with confidence levels, cross-references, and agent contributions. Your organization's story, written automatically.
Quality Management
Retention scoring, duplicate merging, and staleness tracking keep the Map and Knowledge Pages improving over time. The longer you use it, the better it gets.
Week 1
Documents answered. Entities extracted. Basic questions resolved instantly.
Month 3
Map dense with relationships. Knowledge pages synthesizing insights across hundreds of documents. Contradictions flagged. Commitments tracked.
Month 6+
Complete organizational intelligence. Agents producing weekly insights. New hires productive on day one. Competitors starting today are already behind.
Your Platform, Your Way
Your industry. Your workflow. Your tools. UniversalContext's module system lets you extend the platform with custom capabilities. Build it once. Available to every agent and every user.
Custom Agent Tools
Modules plug into the agent system, giving every AI agent access to your domain-specific capabilities.
Custom UI
Custom interfaces load directly inside the platform. Your users never leave the workflow.
Independent Deployment
Each module runs in its own container or serverless backend. Deploy, update, and scale independently.
Built to Extend
Python and React SDKs make building modules fast. One integration. Available to every agent and every user.
The Platform That Speaks Your Language
Every organization has its own terminology. UniversalContext learns yours. Entity extraction follows your vocabulary, not a generic template. The UniversalContext Map captures what matters to your business, not what a generic system guesses might matter.
Customize it for your industry. Legal. Healthcare. Finance. Manufacturing. The more you define, the smarter the UniversalContext Map becomes at finding exactly what you care about.
Your terminology. Everywhere.
Your entities, your relationships, your domain. The platform adapts to you, not the other way around.
Industry-specific extraction.
Legal contracts, clinical trials, financial instruments. The Map captures what your industry actually cares about.
Quality that compounds.
Every extraction follows your standards. Every upload improves accuracy across everything you've added.
Competitive advantage by design.
Generic AI gets smarter for everyone equally. Your customized vocabulary builds an intelligence layer your competitors can't copy.
Intelligence Is Only Valuable If People Use It
Most AI tools get deployed and forgotten. AdoptAI is a built-in adoption engine that tracks, measures, and drives real engagement across your organization.
Growth Tracking
See exactly how AI usage grows across your organization. Which teams. Which use cases. What's working.
Team Dashboards
Understand which teams are getting value and which need support. Spot adoption gaps before they become culture problems.
Badges & Leaderboards
Engagement that drives real adoption. Recognition that makes people want to use the platform, not just comply.
Smart Suggestions
AI recommends next steps based on your organization's usage patterns. The path to full adoption, mapped automatically.
Data Security Architecture
Most platforms encrypt with a shared key. Your data mingles with everyone else's. We encrypt with your key. If you ever need data destroyed, one deletion makes it cryptographically unrecoverable. Instantly. Provably. Irreversibly.
Enterprise Security
Your key. Your data. Your gateway. Your control. The security regulated industries demand.
How Your Data Stays Secure
Upload
Document encrypted immediately with your org's KMS key
Parse
Extracted content encrypted in S3 before any analysis
Index
Vector embeddings stored without plaintext. Irreversible.
Map
Entities stored in your organization's isolated intelligence database
Knowledge Pages
Synthesized knowledge pages inherit the classification of their source documents
Search
Decrypted on-demand, filtered by classification and clearance
Delete
One key deletion. Documents, chunks, entities. Cryptographically destroyed.
Security Features
- Per-Organization Encryption Keys (AWS KMS CMK)
- Crypto-Shredding for Instant Data Destruction
- Application-Layer Chunk Encryption
- Document Classification Levels
- Role-Based Access Control (RBAC)
- Row-Level Security (RLS)
- Per-Organization Storage Isolation
- Per-Organization Intelligence Databases
- Defense-in-Depth Architecture
- Complete Audit Trail
- GDPR Right-to-Erasure Compliant
- SSO and MFA Support
Crypto-Shredding
When data destruction is required, we don't just delete records. We delete the encryption key. Every document, every chunk, every entity becomes cryptographically unreadable. Instantly. Provably. Irreversibly.
Your Gateway, Your Rules
With SaaS AI tools, your prompts travel through third-party infrastructure. You're trusting their policies, their logging, their data handling. With UniversalContext, all LLM traffic flows through a gateway you deploy.
How Zero Data Retention Works
Request
Your team asks the AI a question
Gateway
Self-hosted proxy routes to any LLM provider
Response
Answer returns. Nothing logged. Zero data retained.
The Difference Is Control
Typical SaaS AI Tools
- ✕Direct API calls to providers
- ✕Trust provider ZDR policies
- ✕Multiple integrations to audit
- ✕SaaS gateway (data leaves your infra)
UniversalContext
- Self-hosted model deployment
- Control ZDR at your gateway
- Single audit point
- Self-hosted (data stays in your infra)
“Compliance asks 'prove it.' Now you can.”
One gateway. One audit point. Same ZDR guarantee whether you use OpenAI, Anthropic, Google, or any other provider.
Ready to Win Together?
Let's walk through how UniversalContext can transform your organization. From your first connection to proactive intelligence, we'll show you exactly what's possible.