Stop Explaining Yourself to AI
Give it your Lens—with your constraints—once.
Then let it reason from there.
AI doesn't know what you CAN'T do. It doesn't understand your constraints, access limits, or organizational reality—yet it still gives confident answers that don't fit.
Lens Coding captures your constraints upfront so AI reasons within your reality, not around it.
The Universal Problem: AI Gives Advice You Can't Follow
AI suggests actions outside your role. You waste time explaining why you can't do that. It backtracks. You start over.
AI ignores your organizational reality. Change management tickets. Manager sign-offs. Deployment windows. None of that exists in AI's world.
AI doesn't understand who owns what. Load balancer? Not you. Database? Different team. You're stuck in the middle, explaining your constraints.
Stop explaining. Start with Lens Coding.
Generate your reality lens once. Paste it into any AI. Finally get advice that fits YOUR constraints, YOUR access, YOUR reality.
Generate Your Reality LensHow It Works
Three steps to better AI advice
Select Your Role
Choose your industry and specific role (SRE, Paralegal, ER Nurse, etc.)
Define Constraints
Specify your access level, timeline requirements, budget authority, compliance needs
Get Your Reality Lens
Receive a structured context block to paste into ChatGPT, Claude, or any AI
Reality Lenss for Every Industry
Universal constraint-first reasoning across all high-stakes decisions
IT Operations
Available Now
- Site Reliability Engineer
- DevOps Engineer
- Platform Engineer
- Database Administrator
Legal
Q2 2026
- Paralegal
- Contract Administrator
- Compliance Officer
- Legal Assistant
Healthcare
Q2 2026
- ER Nurse
- Physician Assistant
- Medical Administrator
- Clinical Coordinator
Customer Success
Q3 2026
- Customer Success Manager
- Account Manager
- Technical Support Engineer
- Implementation Specialist
Finance
Q3 2026
- Financial Analyst
- Accountant
- Compliance Analyst
- Risk Manager
Education
Q4 2026
- Teacher
- School Administrator
- Academic Advisor
- Instructional Designer
See the Difference
Try our live demo comparing standard AI responses vs. Lens-Coded reality lenses across emergency medical handoffs, nuclear incidents, financial decisions, and security response scenarios.
Works with Any AI
Not locked into our platform. Use with ChatGPT, Claude, Gemini, or any AI tool.
You Own Your Context
Download your reality lenses. No subscription lock-in. Pay only for what you generate.
Built by Practitioners
Created by a middleware engineer with 10+ years of high-stakes decision-making.
Try It Free, Pay When You Need More
10 free reality lenses available each month globally. Email required for free tier.
Free Reality Lens
Try your first Reality Lens free. Email required to claim.
- 1 custom reality lens
- Full constraint-first framework
- Works with any AI
- Download and own forever
Single Reality Lens
Perfect for a single role or use case.
- 1 custom reality lens
- Full constraint-first framework
- Works with any AI
- Download and own forever
3-Pack
Multiple roles or environments.
- 3 custom reality lenses
- Mix and match any roles
- Full constraint-first framework
- Download and own forever
5-Pack
Teams or multiple use cases.
- 5 custom reality lenses
- Mix and match any roles
- Full constraint-first framework
- Download and own forever
Ready to Get AI Advice That Fits Your Reality?
Generate your first reality lens free while supplies last. Email required.