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Success Stories

Manufacturing and Logistics

73% Faster Technical Documentation Search

We built an AI that understands engineering-speak and knows that "2-inch bearing" might be documented as "50.8mm bearing assembly."

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Technology and Software

AI Script Coverage in Minutes, Not Days

We trained an AI on their specific coverage style, their market preferences, and their past success patterns. Not generic script analysis, their analysis, their voice, their criteria. 

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Financial Services

$125K Saved in Contract Review

We built a system that knows exactly what this fund cares about: fee structures, termination clauses, liability caps. It reads like their lawyers read.  

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Retail and eCommerce

AI-Native Generative Search Optimization

SemanticOS maps how AI understands your catalog, categories, and brand, then delivers a prioritized plan to become the source AI cites. It benchmarks competitors, scores 20+ semantic and authority dimensions, and recommends concrete fixes including clean schema (Product, FAQ, Review), referenceable explanations, and structured specs and policies, then tracks citation share as you ship.

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Healthcare and Medical

Clinical Services

From clinical documentation to research analysis. We understand HIPAA, physician workflow, and why 99% accuracy isn't good enough.

Recent Win: Prior authorization processing cut by 80%

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Fraud Monitoring

AI-Native Transaction Monitoring for Modern Payments

An AI-native fraud monitoring platform that analyzes live authorization data, enriches it with signals from device, IP, BIN, network, and dark-web sources, and identifies emerging threats in real time. The system uses adaptive AI agents that continuously learn, adjust, and explain every decision, giving teams faster insight and greater control.

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Manufacturing and Logistics

Our Approach

We didn't try to "organize" their documents—that ship had sailed. Instead, we built an AI that understands engineering-speak and knows that "2-inch bearing" might be documented as "50.8mm bearing assembly."

The Technology Preview

We gave five engineers access for two weeks. They searched for real parts they needed for real projects. We tracked every query, every result, and every "that's not what I wanted."



"I was skeptical. We'd tried three different 'knowledge management' systems before. But this actually understands what I'm looking for, even when I barely do."  Senior Engineer

 Learn more about our MANUFACTURING services  ->
Average search time dropped from 47 minutes to 12 minutes minutes


New employee onboarding reduced by 6 weeks


Zero documents had to be restructured or retagged

ROI positive in 3 months

Technology & Software

The Challenge

A production company receiving 50+ scripts weekly. Each needed coverage—summary, analysis, market comps. Human readers took 2-3 days per script and cost $150 each. Good scripts got lost in the backlog.

Our Approach

We trained an AI on their specific coverage style, their market preferences, and their past success patterns. Not generic script analysis—their analysis, their voice, their criteria.

The Technology Preview

We ran 20 scripts through both AI and human readers. Nobody knew which was which. The development team compared them blind.


"It doesn't replace our readers. It means our readers actually read the good stuff instead of drowning in vampire detective novels."  VP Development

  Learn more about our TECHNOLOGY and SOFTWARE services ->

Coverage time reduced from days to 15 minutes


Cost reduced by 90 %

Identified two scripts that became series (human readers had rated them "pass")

Human readers now focus on finalist scripts, not slush pile

Financial Services

The Challenge

A hedge fund manually reviewing hundreds of partnership agreements. Each took 4-6 hours of lawyer time. Critical terms were sometimes missed. Compliance was nervous.

Our Approach

We didn't build "legal AI." We built a system that knows exactly what this fund cares about: fee structures, termination clauses, liability caps. It reads like their lawyers read.

The Technology Preview

We processed 6 months of historical contracts. Compared AI findings to human review. Found three critical terms humans had missed.


"I was worried about replacing our legal team. Instead, we made them superhuman." General Counsel

  Learn more about our FINANCIAL service -> 

Review time cut from 6 hours to 30 minutes


Found $125K in overcharges in first 6 months

100% of critical terms caught (vs 94% human accuracy)


Lawyers happier focusing on negotiation, not paperwork


Retail & eCommerce


The Challenge

Users ask full questions and expect instant answers. Typical Google search sessions last about 76 seconds, while LLM visits run at about 4 minutes 52 seconds, which concentrates attention on a few cited sources. If your pages are not AI readable, your brand gets skipped. 

The Solution

SemanticOS maps how AI understands your catalog, categories, and brand, then delivers a prioritized plan to become the source AI cites. It benchmarks competitors, scores 20+ semantic and authority dimensions, and recommends concrete fixes including clean schema (Product, FAQ, Review), referenceable explanations, and structured specs and policies, then tracks citation share as you ship.

  Learn more about our RETAIL and ECOMMERCE services ->
Greater inclusion in AI-generated answers for high-intent queries
measurable lifts in qualified traffic and conversion
scorecard that keeps teams in control across launches, promos, and seasonal refreshes.

Healthcare and Medical

From clinical documentation to research analysis. We understand HIPAA, physician workflow, and why 99% accuracy isn't good enough.


  Learn more about our HEALTHCARE and MEDICAL services ->
Prior authorization processing cut by 80%

95%

Client Retentation Rate


100,000

Website visitors


50M

Revenue Generated for Clients



Fraud Monitoring

The Challenge

Fraud patterns are evolving faster than traditional systems can keep up. Payment providers are facing growing exposure to enumeration, laundering, and account takeover attacks that are often detected only after settlement, when losses and compliance risks have already materialized.

The Solution

An AI-native fraud monitoring platform that analyzes live authorization data, enriches it with signals from device, IP, BIN, network, and dark-web sources, and identifies emerging threats in real time. The system uses adaptive AI agents that continuously learn, adjust, and explain every decision, giving teams faster insight and greater control.


  Learn more about our FRAUD MONITORING services ->
up to 40% faster



clear reduction in chargeback and fraud losses



Stay ahead of risk while maintaining seamless customer experiences.



 We build you a working prototype with your real data before you spend a dime. If it doesn't deliver measurable ROI, we walk away. No invoice. No hard feelings.

Contact us for a personalized meeting