PHASE 01
Context & workflow audit
Map how work moves, where knowledge leaks, and which data boundaries matter.
Organizational AI · Pittsburgh, PA
AI that knows your business.
Most teams are not short on ideas. They are short on the hours those ideas take. We install an AI system grounded in your own documents, processes and history, so the work that used to take all night is finished before you start.
Zero training on your dataEnterprise-grade privacyYour access rules preserved
Today, at a glance
What your unified AI handles
Illustrative
System active
Donor acknowledgment drafted
Past campaign history applied
Tax client checklist generated
Prior-year return cross-checked
Intake form summarized
Compliance guardrails applied
Invoice routed for approval
Vendor contract verified
Hours returned to your team today
36.4
Illustrative example
The system works quietly. Your people stay in control.
The real constraint
Generic AI has no memory of how your business works.
Every blank chat box asks your team to reconstruct the company from scratch. The result is more prompting, more checking, and another disconnected tool to manage.
Standard AI
The prompt amnesia loop
01
Context scattered across drives and inboxes
02
Instructions rebuilt in every conversation
03
Outputs detached from approvals and controls
04
Confident answers with no business grounding
The Lunace system
Context becomes infrastructure.
One connected knowledge layer
Skills configured for recurring work
Sources and boundaries built into the process
Human review at consequential moments
Context in the workflow
Built for teams doing more than their headcount.
This works in any organization where the knowledge lives in people's heads and time is the real constraint. We do it especially well for mission-driven teams who are running on volunteers and goodwill.
Remember every relationship
Donor context that does not disappear between campaigns.
Bring campaign history, preferences, and program details into every draft without rebuilding the prompt from scratch.
Personalized donor engagement
Grant reporting drafts
Campaign follow-up sequences
More relevant outreach, grounded in your actual history.
The rollout roadmap
Built with your team, not dropped on them.
We move from observation to architecture, then prove the system on real work before launch.
PHASE 02
Architecture & knowledge vault
Configure workspaces, permissions, connected knowledge, and reusable skills.
PHASE 03
Side-by-side tuning
Test on real business work, refine guardrails, and train the team hands-on.
PHASE 04
Launch & continuous care
Go live with monitoring, documented optimizations, and safe model updates.
No vendor lock-in
The tools will change. Your context shouldn't.
We build your organization's knowledge as its own layer, not locked inside one vendor's product. The tools will keep changing. What your business knows should not have to change with them.
Portable by design
Your context files are yours, in plain formats, in a repository you control.
Runs where you already work
The same knowledge layer can drive ChatGPT or Claude. If something better arrives in two years, it moves with you.
Yours if we part ways
If we ever stop working together, the system stays with you and keeps working. No hostage data, no black box.
Security by architecture
Your context stays yours.
Security is not a settings page we address after launch. Data boundaries shape the architecture from day one.
Isolated company workspaces
Your business context remains separated from public consumer accounts.
Zero model training
Your company data is not used to train public AI models.
Role-based access
People and systems see only the knowledge their responsibilities require.
Human checkpoints
High-impact work pauses for review instead of silently acting on assumptions.
Clear answers
Before we talk.
No inflated claims. No black-box handoff. Just a practical path from scattered tools to shared context.
Usually, no. We begin with the systems your team already relies on, then connect or configure the right AI workspace around them.
Not ready for a call? Come to a workshop.
We are starting free Zero to AI sessions in Pittsburgh for owners and operators who want to understand what this actually is before spending anything. No pitch, no slides about the future. Bring a laptop and a real problem.
Your context is the advantage
Stop rebuilding your business in every prompt.
Start with one workflow that matters.