AI That Verifies
Before It Acts.
Your team is already drafting reports with AI. The problem isn't speed — it's that a wrong figure reads exactly like a right one. We build AI systems that check their own work against your records, and flag what they can't back.
No credit card. No platform migration. Start with one real document and the records behind it.
Built by an operator, not a lab — 500+ shore-to-ship drone deliveries on the Mississippi, municipal mapping contracts, and Gulf Coast aviation work. Who builds this →
This paragraph was written by AI. One statement in it is wrong. Press verify.
The easy button
From your document to a verified report in 24 hours
Three steps. No new software, no workflow to learn — you send what your team already produces, and it comes back checked.
Send us one document
Email or upload a real report — inspection, survey, invoice, regulatory filing. Closed or redacted is fine, and I'll sign your NDA first.
We check it against your records
Every figure and statement is matched to the source documents you supply. Conflicts get flagged, unverifiable claims get marked — nothing is guessed.
You get it back, marked up
A clean report: every claim cited to its source, every conflict called out. Back in your hands within 24 hours — free the first time.
Consumer AI generates. LogicsStack verifies.
Every claim gets one of three verdicts
The system checks each statement in a document against the source records you supply, then tells you exactly where the evidence stands. It never presents a guess as a fact.
The supplied evidence supports the claim.
Example
Claim: “Inspection completed March 14.”
Record: Inspection log dated March 14.
→ Verified against the record.
The evidence contradicts or materially conflicts with the claim.
Example
Claim: “12% thickness loss at frame 24.”
Record: Survey log records 18%.
→ Flagged before it reaches the client.
The supplied evidence is insufficient to establish the claim.
Example
Claim: “No outstanding class conditions.”
Record: No class record supplied.
→ Routed to a human to review.
Examples are demonstrative. Your verdicts are generated only from the records you provide.
Operational Transformation
The Before & After Reality
Stop managing departmental bottlenecks. Start engineering automated velocity.
Traditional Operations
- Manual workflows: Repetitive data entry and human bottlenecks across teams.
- Disconnected systems: Standalone apps with no native synchronization.
- Data trapped in silos: Crucial intelligence buried in unstructured documents & emails.
- Slow reporting: Operational summaries take days or weeks to compile manually.
- Endless repetitive work: High-value staff bogged down in administrative overhead.
Intelligent Automation
- Intelligent automation: Autonomous workflows executing instantly with governance guardrails.
- Unified operations: Seamless orchestration across CRM, ERP, and databases.
- Connected data: Real-time retrieval and vector search across your document repositories.
- Real-time intelligence: Live operational dashboards and executive analytics.
- AI-assisted execution: People focus on judgment while governed agents handle routine work.
Capabilities
What We Build
AI and custom software systems designed around concrete business outcomes.
Enterprise AI
Put AI directly inside the workflow—not beside it. Custom models, secure RAG, and executive search.
- Copilots & Assistants
- Retrieval-Augmented Generation
- Knowledge Search
- Secure LLM Integration
Workflow AI
Eliminate repetitive handoffs across people, systems, and databases with smart orchestration.
- End-to-end Automation
- Intelligent Routing & Approvals
- System Synchronization
- Automated Notifications
AI Agents
Deploy controlled agents that reason, route, retrieve data, and execute multi-step tools.
- Multi-Agent Architecture
- Reasoning Loops
- Governed Tool Execution
- Real-time Monitoring
Document AI
Turn contracts, inspection reports, claims files, and invoices into structured, verified data.
- OCR & Parsing
- Claim-level Verification
- Automated Classification
- Entity Extraction
Data Intelligence
Turn fragmented information into live operational dashboards and predictive insight.
- Real-time Dashboards
- Natural-language Analytics
- Predictive Insight
- Knowledge Graphs
Custom Software
Build the exact operational systems your business needs to scale.
- Web Applications
- SaaS Platforms
- Secure API Gateways
- Client Portals
Architecture in Action
Enterprise Workflow Pipeline
How documents, rules, risk engines, and human oversight connect into one governed pipeline.
Reliability Engineering
Enterprise AI Reliability
Why production AI differs fundamentally from consumer chatbots.
Retrieval Grounding
Responses are anchored to approved databases and validated documents — not the open internet.
Model Evaluation
Outputs are scored for grounding, accuracy, and task success on a repeatable benchmark.
Structured Outputs
Enforced JSON schemas and strict typing make system integration deterministic.
Confidence Thresholds
Low-confidence results route to a human reviewer with the full source context attached.
Production Reality
Why Most AI Projects Never Reach Production
The common failure modes — and the architecture that avoids each.
No Governance or Guardrails
Unmonitored models without permission boundaries create data-leakage and compliance risk.
Prototype Mentality
Notebook demos collapse on real-world edge cases, noise, and messy document formats.
Zero Observability
Teams can't see model drift, latency, token cost, or silent logic failures in multi-step agents.
Step-by-Step Methodology
AI Transformation Framework
From operational bottleneck to measurable advantage.
Infrastructure
Technology Ecosystem
Platforms and frameworks we architect with and integrate into.
Identify the Highest-ROI AI Opportunities
Not sure where AI creates genuine ROI? A structured opportunity assessment analyzes your workflows and delivers an actionable modernization roadmap.
What you get back
Your document, marked up.
Not a score. Not a dashboard. Your actual report, with every factual statement cited, flagged, or noted as unverifiable — and the records it was checked against.
Gulf Marine Surveyors
Every report carries the same note: the check is bounded by the records you supply. “Can't verify” does not mean false. It supports professional review — it does not replace it.
Forwardable to a client, an underwriter, or your own reviewer. Nothing to install and no login required.
Send one document plus the records behind it. A closed file is fine for the first one.
Every verified claim names the document backing it, so nothing rests on trusting the tool.
Straightforward pricing
Start free. Pay when it earns it.
One real document, verified and returned marked up in 24 hours.
No card, no commitment — just proof it works on your material.
Setup covers loading and tuning your records — no separate charge to bring documents in. Covers one document type. Founding rate for three months, then $999/mo.
Multiple document types, custom integrations, playbook and team training. Large or complex document sets are scoped here.
No retainer required to find out whether it's useful. Cancel monthly anytime.
Straight Answers
The questions people actually ask
Is my data safe? These are client files.
Your files stay on my machine and are not retained after the work is delivered. I'll sign your NDA before you send anything, and if it's easier, start with a closed file or one with names removed. Nothing is used to train anything.
How do I know the output is accurate?
It only checks against sources you provide — it isn't guessing at the world. Every verified statement shows the exact document backing it, so you can check the work. And it says “can't verify” rather than guessing, which is the whole point.
Do we have to replace our current systems?
Almost never. The work is integration-focused — connecting the ERP, CRM, and databases you already run via secure APIs and middleware. Nothing gets ripped out.
What does it cost, and how do we start?
The first document is free. If it earns its place, setup on your workflow is $1,500 plus $500/month for the first three months while we prove it out — that setup fee covers loading and tuning your documents, so there's no separate charge to bring your records in. Larger multi-workflow or multi-document-type builds start at $5,000. No retainer required to find out whether it's useful.
Who am I actually working with?
Me, directly. No account managers, no handoff to a junior team. I've flown 500+ shore-to-ship deliveries on the Mississippi and worked inside FAA and state licensing frameworks — I've had to sign documents where being wrong had consequences. More background →
Sectors We Build For
Stop managing manual work.
Start automating it.
Send one document and the records behind it. I'll show you what's actually in there — free, usually within 24 hours. If it doesn't catch something worth the conversation, there's no pitch.
Not ready? Watch it catch an error first · Or just call: 337-800-8617