The evidentiary research engine for regulated decisions

Every claim, traced.
Every conflict, named.

Fronei traces every claim back to its source, flags what’s gone stale, and surfaces the contradictions your team would otherwise miss — built for the diligence work regulators, auditors, and boards actually ask you to defend.

Sample research excerpt · click a citation marker

The vendor maintains SOC 2 Type II compliance with continuous monitoring controls. Its incident disclosure record is contested: internal questionnaire responses assert no reportable incidents in the past 24 months, which conflicts with a public breach notice on file. The most recent penetration test on record predates the vendor’s current infrastructure migration, and should not be treated as current evidence of network security posture.

Verified against source Conflicting sources Stale source

What it catches

The failure modes that make research outputs untrustworthy in a regulated setting — and that most tools don’t even try to surface.

stale

Staleness

Sources have a shelf life. Fronei tracks how old each piece of evidence is relative to how fast that domain changes, and flags anything you’d be wrong to treat as current.

conflict

Silent conflict-blending

Most tools average away disagreement between sources. Fronei surfaces the contradiction explicitly instead of quietly picking a side for you.

unverified

Unverified claims

Every assertion is checked against its cited source before it reaches you. Claims that can’t be verified are labeled as such, not presented with false confidence.

One engine, five regulated domains

The same evidentiary core — verification, conflict detection, staleness tracking — applied wherever a decision needs to hold up under scrutiny.

Vendor & tech risk

Flagship

Third-party due diligence with verified evidence, conflict surfacing, and staleness flags — Fronei’s flagship workflow.

Legal

Case law and contract research with the same source-verification discipline.

Built on the same engine

Financial / M&A

Diligence research for deal teams who need traceable, defensible sourcing.

Built on the same engine

Compliance

Regulatory research that flags what’s outdated before it reaches a filing.

Built on the same engine

Market intelligence

Competitive and market research without silently blended, unattributed claims.

Built on the same engine

How it works

01

Plan

Decomposes the request into a research plan scoped to what actually needs answering.

02

Search

Gathers evidence across sources, tracking provenance for every excerpt it pulls in.

03

Verify

Checks each claim against its cited source before it’s allowed into the output.

04

Flag

Surfaces conflicts between sources and flags evidence that’s aged past reliable use.

05

Deliver

Produces a report where every claim carries its citation, status, and confidence.

Flagship workflow

Vendor & tech risk due diligence

Point Fronei at a vendor and it builds a due-diligence report the way a skeptical reviewer would: every control claim checked against the vendor’s own filings, every contradiction with public disclosures called out by name, and every source timestamped so your team knows exactly how current the evidence is.

The output is exportable and audit-ready — a report you can hand to a reviewer without having to first re-verify it yourself.

Vendor_Risk_Report.pdf

Security & Compliance Findings

Data encrypted at rest and in transit (AES-256)Verified
No reportable security incidents in trailing 24 monthsConflict
Annual penetration test current as of last quarterStale

Security & governance

Built for teams whose research outputs feed into decisions that get audited.

OWASP LLM Top 10

Prompt-injection defenses and output handling controls mapped against the OWASP Top 10 for LLM applications.

NIST AI RMF

Governance practices aligned to the NIST AI Risk Management Framework’s govern-map-measure-manage cycle.

SOC 2-aligned

Security, availability, and confidentiality controls built to a SOC 2-aligned operating standard.

Research your team can defend.

Every claim traced. Every conflict named. Every source dated.