Turn complex AI into plain, working systems.
PlainLogic designs practical AI, automation, and data systems that reduce manual work, improve decisions, and make technology easier to operate.
Systems Analyzed
Avg Cycle Time Reduction
Week Avg Sprint
Senior Only Advisory
What We Build
Practical systems that actually get used.
Strategy, automation, data, and training — delivered as one integrated engagement, not four separate projects.
AI Strategy & Advisory
Vendor-neutral AI strategy built around your actual operations, not industry buzzwords.
- Clear AI roadmap with measurable milestones
- Honest build-vs-buy decision framework
- Risk assessment and governance plan
Automation & AI Systems
Replace scattered manual work with clear automated workflows your team can actually operate.
- End-to-end process automation design
- n8n, Zapier, or custom pipeline builds
- Handoff documentation and runbooks
Data Systems & Pipelines
Turn messy inboxes, spreadsheets, and data sources into structured, queryable systems.
- Data architecture and pipeline design
- Dashboard and reporting builds
- Data quality and governance setup
Education & AI Training
Build AI tools your team can actually operate — then train them to own it.
- Custom training programs for your stack
- SOPs, playbooks, and AI usage guides
- Ongoing enablement and upskilling
AI Demo Lab
Interactive tools. Real output.
Try our AI tools live. No sign-up. No API key. Real logic, real results.
Featured Work
Systems we've built. Problems we've solved.
Every project starts with a messy process and ends with a working system.
AI ROI Calculator 2.0
Leadership couldn't quantify the business case for AI investment.
Outcome
Real-time ROI model with prioritization scoring, used to secure budget approval.
AI Email Triage Simulator
Support team spent 3+ hours daily sorting and routing inbound emails manually.
Outcome
Auto-classification with 94% accuracy, cutting triage time to under 20 minutes.
Policy Q&A with Citations
Staff had to manually search 200+ page policy documents for answers.
Outcome
Instant cited answers from internal docs — reduced search time by 80%.
Voice to Checklist
Field technicians couldn't complete digital checklists hands-free.
Outcome
Voice-driven task capture integrated with project management tools.
Contract Redaction Sandbox
Legal team manually redacted sensitive terms from hundreds of contracts monthly.
Outcome
Automated redaction pipeline reducing 8-hour manual work to under 2 minutes.
Inbox to CRM Mapper
Sales reps manually extracted and entered lead data from email into CRM.
Outcome
Automated extraction + CRM sync, saving 5+ hours per rep per week.
How We Work
From chaos to operating system.
Four phases. Measurable outcomes. No slide-deck strategy that never gets built.
Assess
System audit + gap analysis
We map your current processes, tools, data sources, and pain points. No assumptions — just discovery.
Assessment report with prioritized improvement list
Eliminates guesswork and prevents building the wrong thing
Build
Prototype to production pipeline
We prototype, test, and build the actual system. You see working software, not slide decks.
Working system with documentation and runbooks
Short sprints reduce risk; you see results before full investment
Train
Enablement and handoff
Your team learns to own and operate the system. We write the playbooks, run the training.
SOPs, training materials, and live walkthroughs
Prevents dependency on outside vendors post-launch
Scale
Expand and optimize
Once it works, we help you expand it. New use cases, integrations, and performance optimization.
Expansion roadmap and performance baseline
Structured growth prevents technical debt accumulation
Why PlainLogic
Less hype. More working software.
The difference between a strategy presentation and a live, operating system your team owns.
Approach
Generic AI frameworks applied to every client
Deliverables
Presentations and strategy docs
Measurement
Vague ROI claims and transformation language
Team
Junior consultants executing senior templates
After launch
You're on your own
Approach
Vendor-neutral strategy built for your actual processes
Deliverables
Working systems, runbooks, and trained teams
Measurement
Defined metrics, baselines, and measurable outcomes
Team
Senior practitioners on every engagement
After launch
Training included, documentation delivered, support available
Vendor neutral — no tool commissions
Senior practitioners on every project
Outcome-focused delivery model
Working systems, not strategy docs
Training and runbooks included
Measurable baselines from day one
AI governance built in, not bolted on
Practical stack — no unnecessary complexity
Who We Help
Built for teams that need results, not roadmaps.
Real use cases across the industries and roles we work with most.
Local Service Businesses
Automate scheduling, follow-ups, and review collection.
Consultants
Turn client intake and reporting into structured, repeatable systems.
Operations Teams
Replace manual handoffs with automated, auditable workflows.
Small Business Owners
Get AI tools that fit your budget and your actual processes.
Data Teams
Clean pipelines, governed dashboards, reliable reporting.
Customer Support
Triage, classify, and draft responses at scale.
Sales Teams
Capture leads, score intent, and reduce CRM data entry.
Training Teams
Build AI-assisted onboarding and upskilling programs.
Get Started
Ready to turn messy operations into a working AI system?
Start with a 60-minute system audit. No commitment. We map your biggest automation opportunities and give you a clear first step.