Ai never shows its work

See how it decided

Daily App Discovery by Serchen
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Featured app • Almato

Answers you can trace back

Most AI hands you a confident answer and no way of checking how it got there, which is fine until the answer has to survive an auditor, a regulator, or a board meeting. Almato's Bardioc platform connects scattered data into a semantic layer first, so its reasoning engine works from linked context rather than pattern-matching, and every step it takes stays traceable. That design is why it holds up in regulated environments rather than only in low-stakes workflows. One customer cut ticket resolution time by 85% with it, another automated 90% of SAP tickets, and the audit trail stayed intact in both cases.

What is it:

A semantic data platform that connects scattered enterprise data into linked context, then reasons over it to recommend and trigger actions.

Who is it for:

Enterprises, governments, and regulated industries where an automated decision has to be explained and defended after the fact, not just made.

Alternative to:

Palantir Foundry, Databricks, Stardog, Neo4j, or a general-purpose LLM that cannot tell you where its answer came from.

Why we like it:

We like Almato because a proof of value runs on your own data in four weeks, which is faster than most platforms in this category take to finish scoping.

Explore more app discoveries

Missed a previous issue? Don’t worry! Catch up on all the incredible apps we’ve featured in past issues and find hidden gems you might have overlooked.

AI content platform that generates, scores, and compliance-checks marketing copy for regulated industries.

A talent assessment and hiring platform that screens, assesses, and prioritizes candidates using predictive assessments.

A decision automation platform that lets teams model, test, and deploy business rules without coding.

A document management and workflow automation platform for securely managing business information.

Sponsor • Dext

Less Admin, More Business

Dext is smart bookkeeping automation for small and medium businesses. It captures receipts and invoices, categorizes them with AI, and syncs everything straight to your accounting software so you can focus on bigger things.


Why SMBs Choose Dext:

  • Powerful automation: Receipt capture, smart categorization, approvals, and expense management all live in one place, not scattered across tools.

  • Industry-leading accuracy: OCR extraction at 99.9% accuracy cuts manual entry and the errors that come with it.

  • Seamless integrations: Syncs with Xero, QuickBooks, Sage, Zoho, and more, fitting the software you already use.

  • Real-time spend visibility: See exactly where money is going, automatically categorized, so you stay in control and tax-ready.

  • Built for collaboration: Share documents and reduce back-and-forth with your accountant through one clean audit trail.

Over 700,000 businesses trust Dext to stay organized and in control. Try it free, no credit card required.

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