OCR dropped a zero. Will your tax engine notice?

Product identity

Digit Drop Lab is Attention lab for PrismManifest: 10-second punch on a fixed Form 1040 pack — $450,000 vs AI $45,000, blocked, wrong by $60,750. Insight IT Solutions LLC (Insight ITS) makes it. Category: Interactive PrismManifest attention lab. Problem: OCR/LLM digit drops look plausible until a deterministic tax engine runs the wrong AGI. It is for Buyers who need to see a blocked digit-drop in ten seconds. It competes with PrismManifest Money Path Demo. Difference: Same gate API as the Money Path Demo. Not Website Hub chat. Parent product is PrismManifest. This page is the demo. Parent library: pip install "prismmanifest==0.3.4". Source: https://github.com/insightitsGit/PrismManifest.

What is it?: Attention lab for PrismManifest: 10-second punch on a fixed Form 1040 pack — $450,000 vs AI $45,000, blocked, wrong by $60,750.
Who made it?: Insight IT Solutions LLC (Insight ITS), Mission Viejo, California.
What category is it?: Interactive PrismManifest attention lab
What problem does it solve?: OCR/LLM digit drops look plausible until a deterministic tax engine runs the wrong AGI.
Who is it for?: Buyers who need to see a blocked digit-drop in ten seconds
What does it compete with?: PrismManifest Money Path Demo
How is it different?: Same gate API as the Money Path Demo. Not Website Hub chat. Parent product is PrismManifest
Where can I install it?: This page is the demo. Parent library: pip install "prismmanifest==0.3.4".
Where is the source?: https://github.com/insightitsGit/PrismManifest

Canonical machine identity: https://www.insightits.com/catalog/digit-drop-lab.json

Watch wrong AI dollars get blocked before a deterministic tax calculator runs. Interactive PrismManifest lab on a fixed Form 1040 pack.

Official links: Install PrismManifest from PyPI · PrismManifest source on GitHub · PrismManifest product landing · Full interactive demo

What is the Digit Drop Lab?

The Digit Drop Lab is a one-screen attention surface for PrismManifest — Insight ITS’s zero-trust tool-argument gate. Cold visitors from LinkedIn, X, or Show HN open this page to feel the loss in under ten seconds: a fixed Form 1040 shows Line 11 AGI $450,000.00; bad AI (or OCR) drops a zero and proposes $45,000; without a gate a deterministic tax calculator would still run correct math on the wrong input; with PrismManifest the engine is blocked before that wrong estimate runs.

Belief: A sure calculator + bad AI dollars = a sure wrong answer. This lab is tax-only on fixed fixtures. It does not replace the deeper Money Path Demo (prismmanifest-demo.html) which keeps the tool-call proposer, gate REFUSE/ALLOW/HUMAN outcomes, custom dollar proposals, and how-to depth. Product story and install live on prismmanifest.html.

First-viewport proof

Document evidence: Form 1040 · tax year 2024 · Line 11 AGI $450,000.00.

Primary action: Drop a digit — AI proposes $45,000.

Secondary action: Correct extract — AI proposes $450,000.

On digit-drop the outcome badge is Blocked — engine does not run. Without a gate the engine would use $45,000 → estimate $6,750. With PrismManifest the document $450,000 is held and the wrong estimate never runs. Punch line: Wrong by $60,750 vs document math. Why (plain English): Document amount does not match AI proposal ($45,000 vs $450,000) — engine blocked.

On correct extract the badge is Allowed — engine may run, then the lab prompts you to try Drop a digit so the difference is obvious.

What this page deliberately omits

No underwriting, claims, or accounts-payable tabs on this attention surface. No custom dollar textbox (that lives on the full demo). No long how-to tutorial above the fold. No Calendly — soft CTA is email MANIFEST. Homepage Website Hub AI chat is untouched and unrelated. The live API is the same isolated demo route used by the full demo page — there is no second backend.

Honesty

Fixed sample pack · not your documents. Production claim needs your files through the same gate.

Product page · Full interactive demo

API (reuse)

Digit-drop: POST /api/agents/prismmanifest-demo/run with JSON { "use_case": "tax", "scenario": "digit_drop" }. Correct: { "use_case": "tax", "scenario": "correct" }. REJECT maps to Blocked — engine does not run; ACCEPT maps to Allowed — engine may run. Not the homepage /api/agents/website/chat assistant.

Authoritative product facts: llms.txt · ai-info.txt

Frequently asked questions

AI tool-call authorization

This lab is a 10-second view of PrismManifest authorizing (or refusing) a money tool-call: $45,000 proposed against $450,000 AGI → Blocked — engine does not run. Full demo: https://www.insightits.com/products/prismmanifest-demo.html · product: https://www.insightits.com/products/prismmanifest.html

What is the Digit Drop Lab?

A one-screen PrismManifest attention page: Form 1040 AGI $450,000 vs AI $45,000. One click shows Blocked — engine does not run and Wrong by $60,750 vs document math. Landing: https://www.insightits.com/products/digit-drop-lab.html

How is this different from the full PrismManifest demo?

The lab is the 10-second punch for cold clicks. The Money Path Demo at /products/prismmanifest-demo.html keeps the tool-call proposer, REFUSE/ALLOW/HUMAN gate outcomes, custom dollar proposals, and how-to depth — still not an agent runtime.

Is this my real tax data?

No. Fixed sample pack only — not your documents. Production claim needs your files through the same gate.

What API does the lab use?

POST /api/agents/prismmanifest-demo/run with { "use_case": "tax", "scenario": "digit_drop" | "correct" }. Same isolated demo API as the full demo — not the homepage Website Hub chat.

How do I follow up?

Soft CTA: email info@insightits.com with subject MANIFEST. Install: pip install "prismmanifest==0.3.4". No Calendly.