AttentionsAI
01 / Whitepapers

Production agents, in depth.

One paper per agent: the problem it solves, how it works under the hood, and how it stays private, cost-effective at scale, and deterministic in production.

Browse the library

9 papersOne per production agent

8
Agents covered

Every one in production today

3
Claims each paper proves

Private · cost-effective · deterministic

2-4 wk
From paper to production

Assessment to live agent

Start here

Read the pattern first.

Flagship whitepaper · 12 min read

ValueMaxx Agents in Production

Production AI that's private, cost-effective at scale, and deterministic: the pattern all eight agents repeat, argued end to end in one paper.

Read the flagship paper
The library

One paper per agent.

Agent whitepaper

Invoice Intelligence

Any invoice in, a clean finance entry out, private, cost-effective at scale, and deterministic enough for production.

9 min read →
Agent whitepaper

Enterprise Document Intelligence (artiGen)

A private ChatGPT over your own corpus, the sovereign platform every other agent is built on.

9 min read →
Agent whitepaper

Voucher Matching

Six documents checked, one clean cross-border payment out, matched, cited, and confidence-scored on your infrastructure.

9 min read →
Agent whitepaper

Defect Intelligence

Every defect report, finally useful to every team, trust-scored, source-tied, and cost-effective across huge volumes.

10 min read →
Agent whitepaper

Clinical Scribe

The doctor talks to the patient; the agent writes the note, on-premise, HIPAA/GDPR, clinician-signed.

10 min read →
Agent whitepaper

Patient Front Desk

Every call answered, every appointment booked, grounded in your records, flat-cost through every spike.

10 min read →
Agent whitepaper

Warranty & Fraud Intelligence

Every claim checked, one auditable verdict, network-wide correlation, cited evidence, the same rulebook for every dealer.

10 min read →
Agent whitepaper

BOQ Intelligence

See the price variation on every like-for-like line, across projects and suppliers, so procurement plans tighter and never orders the higher-priced bid.

9 min read →

Read one paper, then see it on your own workflow.

Start with a short assessment. We'll look at one workflow and tell you honestly whether it's a good fit.

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