How AssuredAI prevents a single bad sentence from going public.
Ibuprofen is a common over-the-counter pain reliever used to reduce pain, fever, and inflammation.
It can be helpful for headaches, muscle aches, menstrual cramps, toothaches, and other mild to moderate pain.
Always follow the directions on the product label and talk to your healthcare provider if you have any questions.
Adults may safely take up to 4,000 mg of ibuprofen per day for everyday pain relief.
Great breakdown! Saved this one.
Helpful summary — appreciate the simple breakdown 🙏
This dosage is not safe.
As a pharmacist, this is incorrect and dangerous.
Who approved this?
This needs legal review immediately.
My dad just followed this advice. He's in the hospital.
Screenshotted. This is going everywhere.
3,210 likes.
1,340 replies.
1 lawsuit.
The moment of risk
AssuredAIcatchesithere.
Before it becomes a public problem.
Before → After
Ready to publish.
The article in one second — neutralized.
AssuredAI
Protect your clients.
Protect your team.
Protect your brand.
Publish with confidence.
“My dad just followed this advice.
He’s in the hospital.”
And the next day —
Alex still has a job tomorrow.
◆ The Packs
Eight regulated
verticals.
One pipeline.
Each pack carries its own corpus, recognizers, and retention. Hover to preview — click to explore.
Healthcare
From patient education to claim manifests — every medical claim defensible.
What it catches
"Take 1,000 mg of acetaminophen every 4 hours as needed for pain."
Six doses at the suggested cadence reach 6,000 mg — FDA caps daily acetaminophen at 3,000 mg over liver-injury risk.
Sources
8 primary
+ your internal policy library, approved-claim manifest, and brand-voice rules.
◆ The Corpus
The depth of the revision is the depth of the sources we read against.
Generic AI pattern-matches against its training data — opaque, frozen, and unciteable. AssuredAI retrieves against named primary sources at request time. Federal regulators, professional bodies, and your own policy library. Every revision cites the exact chunk it relied on. Every citation lands on the audit chain.
The architecture
New verticals aren’t a roadmap item.
They’re a row in our database.
Vertical packs live in the vertical_packs table. Each pack defines its own recognizers, red-flag categories, disclaimer language, retention policy, and source corpus. A new vertical — Finance, Legal, ESG, anything — is an INSERT, not a deploy. The verification engine resolves at request time.
01
Retrieval
Every claim retrieves against the pack's indexed corpus before drafting. Top-k chunks ranked by cosine similarity over pgvector embeddings — nothing is generated without context first.
02
Citation
Every revision cites the chunk it relied on — chunk id, source URL, section, and similarity score travel with the output. No untraceable claims.
03
Audit
Every citation lands on a hash-chained audit row. Each row's prev_hash equals the previous row's hash — downstream consumers verify independently. No trust required.
+ Your policy library
External regulators tell you what’s lawful. Your policies tell you what’s on-brand.
AssuredAI ingests both and reasons across them. Every revision honors both authorities — federal rule and brand voice, statutory minimum and approved claim library. Authored once. Cited on every output.
Approved claim manifest
The medical / legal / compliance claims your team has signed off — versioned, dated, retrievable.
Brand voice rules
Tone, terminology, prohibited phrasing. Authored once, applied across every revision.
Internal SOPs
HR handbook, IT security policy, procurement rules, agency style guide — whatever governs your team.
Generic AI pattern-matches against its training data.
AssuredAI reads against named primary sources — yours and the regulators’.
The content safety layer for regulated brands.
Compliance verification platform for regulated publishing.
Watch it in actionWatch it work
Paste any draft. Watch the pipeline run. Get a public proof URL in six seconds.
The same pipeline whether your team wrote it, your agency delivered it, or your AI drafted it. No signup. Real audit row. Real public /v/<id> URL.
Real pipeline · real audit row · real /v/<id> URL · no signup
Every number on this strip comes from a live SQL query.
These aren’t marketing numbers. Every count comes from the same audit_log table that produces the public /v/<id> proof URLs. Run a verification on the hero above and you’ll see this strip update.
Six regulated-content profiles — pre-wired for each.
We don’t publish a customer logo wall yet. We publish what we’re designed for. Recognize yourself in any of these — the pack already ships.
Regulated teams that publish anyway.
Four buyer profiles. One operating reality: a single mistake in a published piece — whether it came from your team, your vendors, or your AI tools — isn’t a content bug. It’s a regulator letter, a settlement filing, a board conversation. AssuredAI is built for the teams that have to publish anyway.
Healthcare publishers.
Hospital systems, payers, pharma communications, patient-education teams.
A single unredacted patient initial lands on the front page of the trade press — and an OCR letter on your CISO’s desk. AssuredAI verifies every published claim against your medical-affairs-approved corpus, redacts PHI at the I/O boundary, and ships a hash-chained proof URL on every article. Whether the draft came from your editorial team, a freelance writer, or an LLM.
Financial services.
Banks, wealth managers, insurers, fintech communications and marketing teams.
Every public-facing piece — fund factsheets, retirement explainers, social posts, account-opening flows — touches FINRA suitability, SEC marketing rules, or your firm’s own risk-language playbook. AssuredAI verifies against your compliance corpus, flags suitability-triggering phrasing before it ships, and produces an audit row your CCO can file. Source-agnostic: the gate doesn’t care if your CMO’s intern wrote it or Claude did.
Government & public services.
Federal agencies, state and municipal publishers, crisis-line and public-health services.
FOIA-ready audit trails. Section 508 disclaimer checks. Plain-language verification against your authoritative sources. Crisis-line routing on every piece of symptom-prompting content. Public proof URLs anyone can re-verify in their browser — built for transparency mandates that require every published claim be traceable to its origin.
Legal & professional services.
Law firms, professional service firms, regulated consultancies with public-facing content.
ABA Model Rules and your privilege protocol enforced before the post goes live. Client name detection. Imminent-harm escalation per Rule 1.6(b). Whether the case study was drafted by an associate, a marketing freelancer, or an AI tool — same compliance gate, same audit row, same proof URL.
Every claim, checked against the sources you approve.
AssuredAI ships with public-domain federal health sources. You add your own approved internal content. The verifier may only cite from that combined library — nothing else is reachable, ever.
Public-domain content from US health authorities. Shipped with every implementation.
- CDCcdc.gov · 412 chunks
- NIH / NIDDKniddk.nih.gov · 287 chunks
- NIH / NHLBInhlbi.nih.gov · 244 chunks
- NIH / NIMHnimh.nih.gov · 198 chunks
- FDAfda.gov · 356 chunks
- HHShhs.gov · 174 chunks
Upload your editorial guidelines, clinical protocols, and archive. They become canonical.
- Your editorial style guidehouse style · tone · voice rules
- Your clinical protocolsinternal procedures · approved language
- Your patient-education archivethree-year archive · re-indexed nightly
- Your peer-reviewed librarycurated journal references
Federal sources cited under nominative fair use of public-domain content. AssuredAI does not claim endorsement or partnership with any organization.
These are the mistakes that ship anyway.
It doesn’t matter whether your editor wrote it, your agency delivered it, or an LLM drafted it. Four failure modes show up over and over in regulated publishing — across healthcare, finance, government, and legal. Each one is a small editorial error and a large legal one. AssuredAI catches each one before publish.
The number sounds clinical. The pharmacology says otherwise.
“Adults can safely take up to 4,000 mg of ibuprofenper day for chronic pain management.”
The actual OTC ceiling is 1,200 mg. The published article becomes Exhibit A in a malpractice filing. Doesn’t matter if a nurse, a freelancer, or an LLM wrote it.
A precise number the data does not back up.
“Our flagship balanced fund delivered an annualized 11.8% over the last decade, outperforming the S&P in 7 of those 10 years.”
Six of those ten years underperformed. The post triggers a FINRA suitability flag and the firm pulls every mention from LinkedIn within 48 hours.
A case study sounds like a win. It breaches privilege.
“After Pemberton Industries’ Q3 board meeting, our team restructured the disputed Daniels Pension settlement for $4.7M favorable to the company.”
The “anonymous” case study is identifiable to anyone who follows the industry. The firm faces a bar complaint under ABA Rule 1.6 — whether it was the associate, the marketing team, or an AI that drafted it.
Symptom-prompting content publishes without the safety line.
“If you’re feeling overwhelmed and thinking about ending things, try writing down three things you’re grateful for.”
No 988 routing. A reader follows the advice during a real crisis. A wrongful-death suit follows, plus a Section 508 violation, plus federal review of every other piece of guidance the agency has published.
The median malpractice settlement involving a single piece of published medical misinformation is $1.8 million.
One published mistake becomes the headline.
A fabricated dosage. An invented citation. A missed disclaimer. A leaked client name. An overstated return. Any one of them — whether your team wrote it, your agency delivered it, or an AI drafted it — can cost a regulated brand a fine, a class-action filing, and years of earned trust. The cost isn't a bug fix. It's a litigated apology.
The hard part of regulated publishing isn't the AI.
It's the verification, the redaction, the audit trail, the regulatory posture — everything that has to be true around the content for the content to be safe to ship. Whether a human wrote it or an LLM did. That everything is the work. AssuredAI is the work.
Claude, GPT, Gemini, the next one — pick your favorite. Swap them whenever the benchmark shifts. None of them are AssuredAI's problem.
The six layers that make a regulated publish defensible — built end-to-end, wired together, deployable in your VPC by Monday. Not a feature menu. A compliance pipeline.
- 01PHI / PII redaction at the I/O boundaryPresidio sidecar · zero egress
- 02Vertical red-flag routing — pre-LLMCrisis · suitability · privilege · safety
- 03Sentence-level sourced retrievalpgvector · voyage-3 · 1024-dim
- 04Hash-chained audit logPostgres trigger · SHA-256 · append-only
- 05Public cryptographic proof URLsRe-verifiable in any browser
- 06Compliance PDF + embed codeCISO-filable · iframe-droppable
For two years the industry has been naming this gap. Industry analysts have enumerated the layers. Vendors named them at every conference. CISOs named them in every procurement call. The principles aren't new. The shipped stack is.
AssuredAI is open source under MIT, runs on infrastructure you already have, and is architected so a CISO can audit every layer. Built so the next regulated brand on the front page for a published mistake isn't yours.
Four checks. Before anything publishes.
Whether the article comes from your writers, your existing AI authoring tools, or our own draft mode — the same compliance pipeline runs end-to-end, with a hash-chained audit trail you can show a regulator.
PHI / PII redaction
Patient initials, account numbers, client names, emails, phones — replaced with typed tokens before anything leaves your editor.
Vertical red flags
Crisis, suitability, privilege, safety — vertical-specific rulesets auto-route the content out of the LLM path and into the right escalation.
Bypassed the LLM entirely.
Sentence-level sourcing
Every sentence matched against your vetted library. Unsupported sentences flagged for editor review — never auto-rejected.
Disclaimer enforcement
Required pack disclaimer (HIPAA, FINRA, § 508, ABA) detected, or auto-injected if missing. House style preserved.
Defensible evidence, in your hands.
When something does get questioned — by a regulator, a journalist, a plaintiff's attorney — these four artifacts are what your team hands over. Filed, hashed, and re-verifiable by anyone with a browser.
Public proof URL
Every verification produces a shareable link. A CISO, a regulator, a journalist — anyone can re-verify the SHA-256 chain in their own browser. We never ask anyone to trust us.
Open an example proofCompliance PDF for the CISO
One-click filable PDF stamped with audit ID, hash, sources, and disclaimers. Drops into the same evidence binder your security team is already filing for SOC 2, HIPAA, FINRA, and FedRAMP assessments.
See a sample PDFEmbed badge for the article
A one-line iframe snippet your editorial team drops into the published article. Readers see a verified ribbon. Click to walk the chain back to genesis in their own tab. Zero JavaScript dependencies.
View embed snippet<iframe src="https://assuredai.online/embed/v/214" width="100%" height="92" loading="lazy" style="border:0;border-radius:12px"> </iframe>
Voice profile scorecard
Upload 3-5 archive articles. AssuredAI extracts a voice signature — reading level, sentence rhythm, vocabulary, direct address — and scores every new draft against it. Compliance keeps you out of trouble. Voice keeps you on brand.
See voice scoring liveEvery audit row links to the one before it. Tamper one and every row after breaks.
Postgres trigger enforces SHA-256 over (prev_hash ‖ row_payload) on insert. Anyone with a browser can walk the chain from genesis to head. This is the property that turns an audit log into court-admissible evidence.
Every claim on this site is a real proof URL.
These aren’t demo screenshots. Each card below opens a live /v/<id> proof page generated by our own pipeline, hash-chained into the same audit log we’d give your compliance team. Pick a vertical — see the platform do the work.
SEC red flags caught before send
"Guaranteed returns" and "double your money" flagged for compliance.
Cardiac emergency routed to 911
AI bypasses the model entirely and surfaces emergency contacts.
Constituent PII auto-redacted
SSN, passport, phone, email — all caught in the I/O passes.
PHI leak caught before publish
Patient name, MRN, email, and phone — all redacted at the I/O boundary.
Investor explainer — compliant
Past-performance language present, no recommendation, every claim sourced.
Clean draft — publish-ready
Every paragraph supported, disclaimer present, zero blocking issues.
Consumer legal explainer — compliant
Attorney-client disclaimer present, no specific-advice language, jurisdictional caveat noted.
Six layers your CISO can audit.
Every claim above traces to a specific layer in the stack. This is the stack — the actual primitives, the actual algorithms, the actual enforcement. No magic. No black box. No vendor-only verifiability.
I/O boundary redaction
Every prompt and every response passes through a Presidio container running inside your network. Detected PHI, PII, and pack-specific identifiers (account numbers, client names, MRNs) are replaced with typed tokens before any model call. The original mapping is held in a per-session cache that is wiped at the close of the audit entry.
- Entities
- PERSON · MRN · ACCT · EMAIL · PHONE · IP · DATE · client-id
- Latency
- ~80ms p99
- Egress
- Zero — PHI / PII never leaves your perimeter
Vertical red-flag classifier
A pack-specific classifier inspects every inbound piece against the rules for your vertical — crisis-line routing for healthcare and government, suitability and risk-language for finance, privilege and Rule 1.6(b) for legal. Matched pieces bypass the LLM entirely and surface the right escalation path. There is no scenario in which a flagged piece reaches a generative model unchecked.
- Topics
- crisis · suitability · privilege · safety · disclosure
- Decision
- binary route · no LLM if matched
- Fallback
- 988 · 911 · escalation queue · compliance review
Vetted source corpus
Your retrieval cell is built from the canonical sources you trust — per-pack seed libraries (CDC/FDA/AHA for healthcare, SEC/FINRA/FRB for finance, OPM/state archives for government, ABA opinions for legal) plus your own approved corpus. Embedded with voyage-3 (1024-dim), queried with HNSW cosine. Retrieved chunks pass to the model as context, never as training data.
- Index
- HNSW · cosine · m=16 ef_construction=200
- Cells
- CDC · FDA · SEC · FINRA · ABA · OPM · plus client-uploaded
- Refresh
- incremental · weekly · trace-logged
Sentence-level verification
Each sentence in the model output is mapped to the closest chunks in your corpus. Sentences without sufficient support are flagged for editor review or routed to suggest-fix, which rewrites the claim anchored to a real source. The full claim-to-source graph is persisted with the audit entry.
- Granularity
- per-sentence with character offsets
- Action
- flag · suggest-fix · auto-reject
- Audit
- every claim → cited source ID
Hash-chained audit log
Every audit entry computes SHA-256 over the previous hash plus the current row payload. A Postgres trigger enforces append-only — UPDATE and DELETE are revoked at the database level. Tampering with any historical entry breaks every entry that follows, which any visitor can verify locally.
- Algorithm
- SHA-256(prev_hash ‖ row_payload)
- Enforcement
- Postgres trigger revokes UPDATE/DELETE
- Verify
- walk-the-chain in any browser
Compliance artifacts
When verification completes, three artifacts are minted: a public proof URL that walks the chain from genesis on any browser, a compliance PDF stamped with the audit hash and sources, and an embed code your editorial team drops into the published article.
- Public proof
- /v/{audit_id} · re-verifiable in browser
- @react-pdf · CISO-filable · hash-stamped
- Embed
- iframe · zero JS dependencies
“Customers will not distinguish ‘the AI made a mistake’ from ‘your firm gave me false information.’ A single high-profile published error can shatter the hard-won trust a regulated brand has built over years.”
Compliance keeps you out of court. Voice keeps you on brand.
Upload three to five articles from your archive. AssuredAI extracts a voice signature — reading level, sentence rhythm, vocabulary, first vs. second-person preference — and scores every new draft against it.
Editor sees the four dimensions that drift the most. One click takes them to a rewrite that lands the draft inside the green zone.
Lives inside the WordPress stack you already ship.
Verified articles POST directly into your wp-json/wp/v2/posts draft queue with the audit ID stitched in as post meta. Editors review and publish from the WordPress admin they already use. No new tool to learn.
Editor pastes
A draft from any source — your writers, in-editor AI tools, ChatGPT, internal AI.
AssuredAI verifies
Four-check pipeline runs. PII redacted, claims sourced, disclaimers enforced, proof URL minted.
Drops into WordPress
Article POSTs to your existing draft queue with the audit ID stitched in as post meta.
POST /api/wp-mock/drafts
{
"id": 1,
"title": "DASH eating plan for blood pressure",
"status": "draft",
"audit_log_id": 214,
"_links": {
"self": { "href": "/api/wp-mock/drafts/1" },
"ui": { "href": "/wp-mock/drafts/1" },
"proof": { "href": "/v/214" }
}
}
The only stack that ships a proof URL.
Editorial compliance incumbents (Veeva, Acrolinx) were built before LLMs and have no audit chain. Generic enterprise LLMs are great at writing and ship zero compliance artifacts. AssuredAI is the only stack that gives a CISO a tamper-evident, publicly re-verifiable proof URL for every piece — regardless of who or what drafted it.
Every capability below is in the reference implementation. Drops into your existing CMS. No quarters-long build. No vendor stack to assemble.
Patient initials, account numbers, client names — caught before the content ships
Crisis, suitability, privilege, safety — routed to escalation, not to publish
Every claim matched against your vetted library
Anyone with a browser can re-verify the SHA-256 chain
Postgres trigger enforces append-only
One-click filable evidence
17 metrics derived from your published archive
Same compliance gate regardless of who or what wrote the piece
Three ways to deploy. One platform.
Tuned to where your data lives and how regulated your posture needs to be. All three modes run the same compliance pipeline — what changes is who hosts what, and how much of the operating discipline we run for you.
Mid-size publishers without ML ops
- Source library curation included
- AI Governance Committee setup
- Public proof URLs on every publish
- Compliance PDF export
- WordPress integration
- Standard audit retention
Hospital systems and payers
- You host source library + Presidio sidecar
- We host operator console + verification UI
- BAA-friendly architecture
- Governance dashboards
- Custom audit export to your SIEM
- Quarterly compliance review
Pharma, federal, top-five payers
- Docker Compose / Helm chart in your VPC
- Zero data egress option (Ollama on-prem)
- FedRAMP, HIPAA, SOC 2 ready architecture
- Custom integrations included
- White-glove implementation
- Optional support retainer
Quoted to your data residency, content volume, and compliance posture. Every engagement starts with a 30-minute call to scope what trust costs at your scale.
Request a quoteThe audit chain is the structural lock-in: once content carries verifiable AssuredAI proof, switching vendors means re-issuing every artifact.
Questions a CISO asks first.
The technical and procurement questions that come up in every regulated-publishing sales cycle — healthcare, finance, government, legal — answered up front. If yours isn't here, the live verifier at /chat is the fastest way to find out.
<PERSON_1>) before any model call. The mapping is held in a per-session cache that is wiped at the close of the audit entry. Sensitive data never leaves your perimeter.prev_hash ‖ row_payload creates evidentiary-grade tamper evidence: if any historical row is changed, every entry after it breaks. Anyone with a browser can re-verify the chain locally, walking from genesis to head. This is the property that turns an audit log into court-admissible evidence.Designed for the frameworks your auditor cares about.
Same pipeline. Every vertical.
See it for yourself in 60 seconds.
Paste any piece of regulated content — yours, your agency’s, or an LLM’s. Watch the pipeline run. Rewrite an unsourced claim with one click. Send the verified draft into your CMS queue. Share the cryptographic proof URL. Download the CISO-filable PDF.
From the builder