AttentionsAI
01 / Insights

Points of view on AI that earns its keep.

Plain-English thinking on the things enterprise AI usually gets wrong: cost, reliability, and keeping your data your own.

LatestFinOps

Why your AI bill is bigger than the work it replaced, and how to fix it

A lot of enterprises are quietly finding that their AI costs more to run than the manual work it was meant to save. Here's why it happens, and how to turn it around.

Read
4
Points of view

Cost, reliability, sovereignty, ROI

9
Whitepapers

One per agent, plus the flagship

8
Agents in production

The work this writing draws on

Whitepaper · 8 min read

Where the money actually comes back.

The honest arithmetic of production agents: the four places the return comes from, the payback we commit to in writing, and how to measure it on your own workflow.

Read the whitepaper
FinOps5 min

Why your AI bill is bigger than the work it replaced, and how to fix it

A lot of enterprises are quietly finding that their AI costs more to run than the manual work it was meant to save. Here's why it happens, and how to turn it around.

Read
Reliability6 min

How we stop agents from making things up

When an answer lands on an invoice, a claim, or a patient record, “usually right” isn't good enough. Here's how we build for “right, and able to prove it.”

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Security5 min

Sovereign by design: keeping enterprise data in your own walls

Your data shouldn't have to leave your environment for AI to be useful. Here's what it means to build AI that's sovereign by design.

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SecurityThe full picture

How we handle security

The standards your auditors care about (GDPR, HIPAA, SOC 2 Type 1, and ISO 27001) and how we build to them.

Open the security page
02 / Whitepapers

One whitepaper per agent, in depth.

The problem each one solves, how it works under the hood, and how it stays private, cost-effective at scale, and deterministic in production. Read online or download the PDF.

Flagship whitepaper

ValueMaxx Agents in Production

Production AI that's private, cost-effective at scale, and deterministic. Eight agents, one repeatable pattern.

12 min read →
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 →

Want this applied to your workflow, not just your reading list?

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