Enterprise Knowledge Access

Turn scattered knowledge into answers you trust.

We build the knowledge layer that lets AI answer from your real systems, with sources attached — and shows each person only what they're already cleared to see.

Get Started
We’ll explore your technology goals and challenges
You’ll get expert insights on the best path forward
We’ll outline next steps to bring your solution to life
If they can't find it, they can't use it.

Cited answers from your systems, permission-checked.

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Grounded, cited answers

Every answer comes from your real systems and shows its sources, so anyone can check it. Grounding and citation are what separate a usable answer from a confident guess.

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Permission-aware access

Answers respect the access rules you already have. We wire in your existing AD and RBAC model, so the layer shrinks your oversharing exposure instead of amplifying it.

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Connects your real systems

We reach into the wikis, drives, and tools your knowledge actually lives in, including the custom and proprietary ones no vendor's connector list covers.

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Built for future agents

Built on open standards — MCP and RAG — so the layer is yours, not rented. Every agent you ship after this one reuses the same grounded, governed foundation.

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Enterprise software platforms

Develop the systems that run your business.

  • ERP and CRM development
  • ATS and internal operations tools
  • Workflow automation systems
  • Enterprise system integrations
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Intelligent software architecture

Design software foundations built for long-term scale.

  • Scalable system architecture
  • Performance and reliability engineering
  • Cloud-native infrastructure design
  • AI-enabled engineering workflows
We'll map your priority systems and your real entitlement model.
You'll see where sensitive data is already overshared today.
We'll give you an architecture blueprint and a roadmap in a week.
Case Studies

Our client impact in action

AI Research Assistant Accelerates Client Journey

Lux Research, a research and advisory firm, faced a specific bottleneck: 75% of client inquiries took more than seven days to schedule manually. FullStack built an AI-powered assistant that delivers cited insights in seconds and matches clients to the right analyst, enabling instant scheduling.

AI call auditor automates 99% of reviews.

A regulatory compliance firm partnered with FullStack to build an AI system that reviews calls for potential SEC violations. The tool scores accuracy and confidence, reducing human review to just 1% of transcripts and saving an estimated 5,500 labor hours and $232,000 annually.

We Routed Our Own AI Stack

FullStack is building and running its own gateway across internal AI usage on Connect and Labs tooling, and will publish the real numbers: cost reduction, quality retention, latency, and failover uptime through actual provider outages.

testimonials

What our clients are saying

“FullStack’s deep understanding of BenjaminWest’s needs, coupled with consistent updates, made the collaboration seamless and the outcome outstanding.”
Joe Eikelberner, COO
BenjaminWest
“FullStack acted as true partners and advisors. The expertise around AI and the level of developers, engineers—whatever role it was that came to the table—was just phenomenal."
Marisa Kopec, CEO
Lux Research
Speed is only the byproduct; the real value is better software and better use of our people.
Raj Tatta VP of Engineering
Paciolan
Fullstack's measured approach

Start with an audit, not a build.

Every knowledge access engagement opens with a one-week Access & Knowledge Audit: your priority systems, your entitlement models, and the oversharing exposure that already exists.
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A blueprint and roadmap in one week

You get the audit, an architecture blueprint, and a sequenced roadmap before any build begins.

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The pilot that stalled is the starting point

Nearly every enterprise has run a "ChatGPT on our docs" pilot that hit a wall on accuracy and permissions. The demand is already proven internally. Productionizing it is the work.

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Permissions are where this gets hard

Permission propagation is the single most common reason internal builds stall. Industry reporting puts 16% of business-critical data as overshared and finds at least one broken permission inheritance in more than 80% of M365 tenants. We audit that before we connect anything.

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We extend what you already bought

If you own Microsoft 365 Copilot or Google Agentspace, we govern and extend them rather than replacing them, and reach the custom systems their connectors can't.

COMPREHENSIVE SOLUTIONS

Explore FullStack's enterprise knowledge services.

Only about 1% of enterprise data is currently incorporated into AI solutions. We build the governed retrieval layer that changes that number for your organization — and does it without widening your security exposure.
  • Access and knowledge audit
  • Oversharing and entitlement exposure mapping
  • Taxonomy and knowledge architecture design
  • MCP server development and deployment
  • RAG pipeline and retrieval layer build
  • Custom connectors into proprietary systems
  • Permission propagation from AD and RBAC
  • Grounded agent skills with inline citations
  • Rollout, training, and adoption support

Partner with FullStack and stop searching for what you already know.

Enterprise Partnerships

Governed knowledge across a messy estate

For multi-vendor estates where no single platform's index reaches everything, we build the layer that spans them — on open standards, owned by you, with no black-box index to rent.
Mid-Market Solutions

The layer every future agent reuses

For teams with fragmented systems and a stalled AI pilot, we build the plumbing once, then every agent you ship afterward inherits it.
our blog

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