Build AI Systems You Actually Need.
Without Enterprise Price Tags.
Without Following Hype.
Practical tools, sector-specific stacks, and implementation support for organizations exploring AI thoughtfully. From free diagnostics to complete systems that cost $500/month instead of $50K/year. Each tool helps you decide whether AI makes sense for your context, not just how to use it.
Every tool includes Fourth Lens analysis. Because efficiency without examining power dynamics is just efficient harm.
Free Framework PDF
Before You Buy Anything: The AI Decision Framework
Most organizations waste money implementing AI for the wrong reasons. This guide helps you figure out whether AI actually solves your problem before you spend a dime on tools.
- The Fourth Lens Decision Matrix (when AI makes sense, when it doesn't)
- 5 questions to ask before adopting any AI tool
- Red flags that indicate you need better processes, not better technology
- Case studies: 3 organizations that said no to AI (and why that was the right call)
- When to use affordable tools like Airtable vs. when you actually need custom development
AI Stack Guides
Complete implementation systems tested in real organizations. These aren't aspirational roadmaps. They're battle-tested workflows with honest documentation about what works, what doesn't, and where human judgment remains essential.
Philanthropy AI Stack
Build a modern grantmaking system that's faster and doesn't accidentally discriminate. Includes bias detection protocols and community voice preservation.
- Airtable base templates (with equity audit checkpoints)
- 6 Zapier automation blueprints
- 5 custom GPT prompts (tested on real proposals)
- Bias detection protocols for screening
- Fourth Lens framework for decision points
- Honest documentation: where automation helps, where it harms
Housing & Homelessness Stack
Crisis response to housing placement. Includes intake automation with rigorous human override protocols and multi-language support.
- CoC workflow blueprints
- Multi-language intake forms
- Human override protocols
- Case note templates that preserve client voice
- VI-SPDAT automation with equity safeguards
- Documentation on when NOT to automate
Nonprofit Operations Stack
Run your organization without chaos. Fundraising, programs, and operations in one system. For organizations ready to examine their workflows before automating them.
- Donor database (Airtable-based)
- Grant deadline automation
- Board packet generation (narrative summaries)
- Knowledge base setup
- Workflow audit: what to automate, what to keep manual
Community Development Stack
Build community power without burnout. Real estate analysis to resident organizing. Emphasizes power mapping and authentic engagement tracking.
- Pro forma automation
- Engagement trackers (human-centered)
- Resident feedback analysis (preserving nuance)
- Power mapping templates
- Participatory decision-making workflows
Arts & Culture Stack
Audience development, fundraising, programming coordination. For organizations balancing artistic mission with operational reality.
Health & Human Services
HIPAA-compliant clinical documentation, care coordination. Includes security review guidance and patient privacy protocols.
Environmental Stack
Conservation management, community science monitoring, advocacy coordination. Built for organizations where data serves the land and people.
Education & Youth Stack
Program delivery, attendance tracking, mentor matching. Focus on youth voice and avoiding surveillance creep.
Most Organizations Work Across Multiple Areas
If your work touches multiple sectors, bundles save you money. But more importantly, they help you see patterns in where AI helps versus where it creates new problems.
Contact For BundleCan't find your sector? Request a custom stack. We'll tell you honestly if AI is the right approach.
AI Agent Blueprints
Pre-designed agent workflows for specific tasks. These aren't plug-and-play solutions. They're detailed design documents that help you understand what you're building and why, with explicit attention to where automation might cause harm.
Agent Blueprints Collection
Not ready-to-run agents. Detailed blueprints that teach you how to build them thoughtfully. Includes design decisions, prompt engineering, and critical thinking about where human oversight is non-negotiable.
- Detailed agent design documents (20-30 pages each)
- Step-by-step Relevance AI setup guides
- Complete prompt libraries
- Integration blueprints (Airtable, Workspace, Slack)
- Decision trees: when to use vs. manual
- 30 days of email support
Individual Agent Templates — $197 Each
Single-purpose agent designs for specific workflows.
Crisis Response Triage Agent
Routes incoming crisis calls/texts based on urgency. Includes de-escalation protocols and mandatory human review.
Buy TemplateParticipatory Review Scoring Agent
Aggregates scores while detecting outliers and bias patterns. Ensures no single perspective dominates.
Buy TemplateBudget Analysis & Equity Check Agent
Reviews budgets for red flags, resource concentration, exclusionary line items. Flags issues for human review.
Buy TemplatePolicy Impact Analyzer Agent
Scans proposals for community impact. Identifies who benefits and who bears costs before implementation.
Buy TemplateCommunity Voice Aggregation Agent
Synthesizes feedback from surveys and town halls without flattening nuance or erasing dissent.
Buy TemplateVendor RFP Evaluation Agent
Reviews vendor responses through Fourth Lens framework. Scores equity considerations alongside technical capacity.
Buy Template🤖 Custom GPT Collection for Common Tasks
5 ready-to-use custom GPT designs. These work well for specific, bounded tasks. They work poorly for anything requiring judgment calls or nuanced decision-making.
- Grant Proposal Analyzer (structure and checks)
- Budget Review Assistant (mathematical accuracy)
- Grantee Research Brief Generator (background)
- Meeting Prep Assistant (agenda organization)
- Participatory Review Facilitator (process structuring)
Honest Limitations: These tools help with preparation and organization. They don't replace strategic thinking or relationship building.
Premium Tools & Services
Tools and services for specific needs. Some are free. Some cost money. All are designed to help you make informed decisions about AI adoption.
AI ROI Calculator
Stop guessing. Calculate actual return on AI investments by measuring time saved versus time spent managing outputs. Most organizations discover they're spending more time than they're saving.
Calculate ROI"Which AI Tool?" Service
Stop wasting months testing wrong tools. I analyze your specific workflow and recommend the exact stack you need. No vendor relationships. Just honest assessment.
Get RecommendationContract Red Flag Detector
AI-assisted review of vendor contracts before you sign. Spots missing protections, unfavorable terms, IP risks, and inflated promises.
Review My ContractAI Governance Starter Kit
Complete governance framework you can implement in 30 days. Includes use policies, approval workflows, and most importantly: criteria for when NOT to use AI.
Buy Governance KitSubscriber Tools (Free)
Lightweight but powerful tools you unlock when you join Intelligence, Adjusted. They aren't about making you love AI. They're about helping you think critically about it.
The Execution Auditor
Are you spending more time prompting AI than actually working? This diagnostic reveals if AI is saving time or just shifting burden.
Subscribe to UnlockPrompt Optimizer
Paste your draft prompt and get analysis of what's missing. But also get honest feedback about whether your task actually needs AI at all.
Subscribe to UnlockAI Readiness Self-Assessment
Quick diagnostic: Are you ready to implement AI or do you need to fix your processes first? (Usually the latter.)
Subscribe to UnlockFourth Lens Quick Analysis
One-page framework for analyzing any AI decision through technical, financial, operational, and power dynamics lenses.
Subscribe to Unlock"Stop Wasting Money" Audit
Review your current AI tool subscriptions. Find redundancies and cheaper alternatives. Most organizations save $200-500/month.
Subscribe to UnlockSocial Impact Prompt Library
50+ tested prompts for common nonprofit tasks. Includes honest notes about where prompts work well and where they fall short.
Subscribe to UnlockMeeting Minutes → Actions
Upload raw notes and get structured action plans. Saves time on admin so you can focus on relationship work that actually matters.
Subscribe to UnlockAutomation Starter Kit
Small, safe workflows you can use immediately. Email routing, compliance checks, deadline reminders. Nothing that makes decisions about people.
Subscribe to UnlockCareer Navigation & Individual Empowerment
AI discourse is often overwhelming and designed to make you feel inadequate. These tools help you understand the landscape without the anxiety.
The Vibe Coding Starter Kit
Learn to use natural language to create small, useful tools for your specific problems. No coding required. No pretending you're going to become a developer.
Subscribe to UnlockCareer Transition Navigator
Personalized analysis of your current skills against the shifting landscape. Concrete next steps for staying relevant without abandoning your values.
Subscribe to UnlockAI Confidence Builder
Specific, low-stakes experiments to build familiarity without fear. Perfect for people who feel left behind by the hype cycle.
Subscribe to UnlockThe Landscape Navigator
Simple framework to categorize and ignore 90% of AI noise. Focus only on what matters to your work, not what tech evangelists say you should care about.
Subscribe to UnlockFrequently Asked Questions
What's the "Fourth Lens"?
Most organizations evaluate tech through Technical, Financial, and Operational lenses. The Fourth Lens asks: What does this do to power? Who benefits? Who decides? Whose voice gets erased?
Are these tools hard to set up?
Most are no-code/low-code. If you can learn Excel, you can learn these. But more importantly: guides include honest assessment of whether the setup effort is worth the payoff.
Are the tools actually affordable?
Yes. Most complete stacks run $200-500/month in total software costs. But "affordable" doesn't mean "worth it." Guides help you decide if the ongoing cost actually pays off.
What about data privacy?
Every stack includes security guidance. We only recommend tools with strong data protection. More importantly: we're explicit about what data you should never put into AI systems.
Can I implement these myself?
Yes. Stacks and blueprints are designed for DIY. If you get stuck or want validation that you're on the right track, we offer implementation services starting at $4,500.
Do agent blueprints work on other platforms?
Yes. Design principles and prompts transfer to Voiceflow, Make.com, or Zapier Central. But more importantly: blueprints help you think through whether you should build the agent at all.
What if I realize AI isn't right for my organization?
That's a valuable outcome, not a failure. Several of our consulting engagements end with "don't implement AI for this." We consider that a success if it saves you from wasting resources.
Can I use these for client work?
No. Single-organization use only. You cannot use these to deliver paid services to clients or resell them. Contact us for commercial licensing if you're a consultant.
Refund policy?
Due to digital nature of products, no refunds on downloadable guides. For consulting services: 30-day satisfaction guarantee. If you're not seeing value, we'll make it right.
