DATA INFRASTRUCTURE FOR THE ENTERPRISE

Real-time Grounded Intelligence

See what's actually happening across your organization—validated against real data, not hallucinated.

When AI transformation, M&A integration, or strategic pivots fragment information across systems—Neocortex delivers intelligence that is real-time, grounded in actual data, and integrated across domains.

Grounded, not hallucinated. Real-time, not batch. Integrated, not siloed.

The Executive Gap

You know WHY to move—competitive pressure makes it clear. You know WHEN—the window is closing. But:

WHERE?

Which processes are broken? What's actually misaligned?

HOW?

What are the specific operational details to change?

The details live in engineering standups, sales calls, support tickets, product backlogs—fragmented across systems and teams. Traditional tools can't help:

NeOS bridges this gap. Real-time Grounded Intelligence reveals WHERE and HOW—validated against your actual operational data.

Grounded, Not Hallucinated

The critical difference between Neocortex and other approaches:

Capability LLMs/RAG Traditional BI Neocortex
Real-time
Grounded
Intelligence

Real-time Grounded Insight: Neocortex surfaces what's actually happening—validated against your operational data, current as of now, not statistically averaged away.

What We Connect

Slack
Teams
Gmail
Outlook
Zoom
Google Meet
Salesforce
HubSpot
Jira
Linear
Notion
Google Docs
GitHub
GitLab
Zendesk
Intercom

+ 50 more integrations via API

Teams keep their existing tools. NeOS observes and connects—creating unified intelligence without requiring behavior change.

Architecture

Three layers converge to deliver Real-time Grounded Intelligence:

Event Stream

Real-time data capture from all connected systems. No batch cycles. No ETL delays. Organizational intelligence updated continuously as events happen.

Knowledge Graph

Graph database + vector embeddings. Every insight validated against actual data with full provenance. Grounded discovery without hallucination.

Query Interface

Natural language access to your organization's intelligence. Ask questions, get answers that synthesize across domains—grounded and current.

Non-disruptive cognitive overlay. Neocortex sits above your existing systems—enhancing without replacing. Teams keep their tools; you gain unified intelligence.

How It Works

Natural Language to Ground Truth

Ask business questions in plain language. Get answers grounded in your actual operational data—with sources, not summaries.

"Show me where our AI roadmap conflicts with current technical constraints"
Traditional systems: Multiple database queries, manual integration, hoping data hasn't changed during retrieval.

Neocortex: Instant synthesis across technical blockers, strategic initiatives, timeline implications, customer impact—unified, grounded, current as of now.

Four Processing Capabilities:

Graph Relationships

Explicit connections across all business domains. Customer→Contract→Feature→Technical Dependency. Ask "how does this affect that" and follow the connections instantly.

Semantic Understanding

Pattern recognition across unstructured data. Conversations, documents, institutional knowledge—understood contextually, surfacing themes and exceptions.

Temporal Context

Complete organizational memory with point-in-time reconstruction. Why decisions were made, what context existed, how reality diverged from plans.

Streaming Updates

Intelligence evolves in real-time as events flow. No batch windows. No stale data. The answer you get now reflects reality now.

The result: Intelligence that spans 30,000 feet to ground level—strategic context and operational detail in a single query.

When You Need Real-time Grounded Intelligence

AI Transformation Leadership

Your situation: Leading AI adoption where technical complexity meets strategic velocity. Engineering builds capabilities, product defines features, sales makes promises, customers ask questions—all at different speeds. Traditional systems create thinking delays between technical reality and strategic decisions. You need real-time cognitive alignment before divergence becomes crisis.

"Show me where our AI roadmap conflicts with current technical constraints"
→ Instantaneous cognitive synthesis: technical blockers, affected strategic initiatives, timeline implications, and customer impact—unified in working memory and updated through real-time event streams, no retrieval delays
"Which enterprise customers have asked about capabilities we can't deliver yet"
→ Real-time streaming pattern recognition: customer conversations, specific capability requests, promised timelines, actual technical status—continuous intelligence updated as every conversation happens
"What are engineering's main concerns that aren't reaching executive discussions"
→ Returns: themes from engineering standups/Slack that indicate risk but haven't escalated

Value: Bridge technical complexity and strategic implications in real-time. See both the 30,000 foot view and ground-level constraints simultaneously.

M&A Integration

Your situation: You've acquired a company. Two tech stacks, two customer bases, two cultures, overwhelming integration complexity. Due diligence gave you snapshots. Reality is messier. You need to understand dependencies without drowning in documentation.

"Map technical dependencies between acquired product and our core platform"
→ Returns: systems, APIs, shared services, integration points, affected features
"Which customers use features that depend on systems we're planning to deprecate"
→ Returns: customer list with contract terms, revenue at risk, migration complexity
"Compare the two teams' roadmaps—where do priorities conflict"
→ Returns: overlapping work, resource constraints, conflicting commitments

Value: Order from complexity. See the integration landscape without three months of meetings and spreadsheet compilation.

Product/Market Fit Search

Your situation: Iterating rapidly. Customer feedback from multiple channels. Market signal obscured by noise. Need to distinguish what's working from what's not, find pattern in chaos.

"Which customer segment shows strongest engagement with the new workflow"
→ Returns: usage patterns by segment, qualitative feedback themes, conversion metrics
"What themes appear in both support tickets and sales objections"
→ Returns: common pain points across different feedback sources, frequency, specific examples
"Show me the gap between what we think users want and what they actually do"
→ Returns: product team assumptions vs actual behavior patterns, surprising usage, ignored features

Value: Signal from noise. Find product/market fit evidence buried in complexity of rapid iteration and scattered feedback.

Strategic Pivot Execution

Your situation: Changing direction. Some existing commitments align with new strategy, others don't. Resource allocation reflects old priorities. You need to understand what's affected before announcing the pivot.

"What customer contracts contain commitments that conflict with our new direction"
→ Returns: contracts, specific terms, revenue at risk, renegotiation complexity
"Which ongoing projects support the new strategy versus the old one"
→ Returns: project list mapped to strategic objectives, old vs new alignment, reallocation options
"Show resource allocation: current state versus what new strategy requires"
→ Returns: team capacity, current commitments, required shifts, timeline for reallocation

Value: Make informed pivot decisions. Understand full implications before disrupting ongoing work and customer relationships.

Change amplifies complexity while compressing decision windows. Traditional systems fragment under pressure. Neocortex delivers Real-time Grounded Intelligence—so you can see WHERE to focus and HOW to act.

Ready for Real-time Grounded Intelligence?

Design Partner Program

NeOS is not SaaS you evaluate—it's infrastructure you co-create. We work with organizations navigating significant transformation who understand this is phase-change technology, not incremental improvement.

Become a Design Partner

Co-create the solution for your specific context

Start Conversation

Technical Architecture

Deep-dive with our engineering team

Architecture Session

Strategic Discovery

Explore how Real-time Grounded Intelligence applies to your situation

Discovery Call

Contact: hello@neos.network
Technical: architecture@neos.network