Solutions · Law firms

Expert evidence that
won’t survive
cross-examination.

Opposing counsel will stress-test every citation, every expert opinion, and every precedent your case relies on. Augle runs that review first — mapping what’s settled law, what’s contested, and where your evidence base is most exposed before you’re in the room.

Litigation partners preparing expert evidence
Associates conducting case law research
In-house counsel reviewing regulatory applicability
Dispute resolution teams stress-testing arbitration positions
Session configuration
Guardian modeLegal integrity
DepthStandard · Deep
DocumentsCase bundles · Expert reports · Statutes
SVS checksCase citation · overruled decisions · jurisdiction scope · statutory version
OutputFinding · confidence grade · unresolved objections · audit trail
The problem

The weaknesses in your evidence are already known.

Good opposing counsel doesn’t find weaknesses in the courtroom — they find them during disclosure and prepare the cross-examination weeks in advance. The expert report that relies on a methodology your opponent’s expert will dispute. The precedent that’s been distinguished in three subsequent decisions. The statutory interpretation that doesn’t survive the most recent appellate ruling. These vulnerabilities exist before you file.

Questions law firms run on Augle

What is the strongest methodological objection opposing counsel will raise against our expert’s damage calculation?
Has this precedent been distinguished or limited in subsequent appellate decisions in our jurisdiction?
Does the regulatory framework our compliance position relies on apply in this specific statutory context?
Which causation claims are most vulnerable to the threshold of proof required in this jurisdiction?
Is the expert consensus on this technical question as settled as our instructions suggest?
Expert reports with methodology opposing counsel will challenge

The Methodologist evaluates the evidentiary basis of every expert claim — whether the methodology used actually supports the conclusion drawn. A damage calculation based on a comparator set your opponent will dispute, or an expert opinion that overstates the consensus, is identified before it reaches disclosure.

Case citations that have been overruled or distinguished

The Guardian’s SVS validates every case citation against legal databases — identifying overruled decisions, subsequent distinctions, and jurisdictional inapplicability. A precedent that looked authoritative in your initial research may have been materially limited by subsequent appellate decisions.

Statutory interpretations that don’t survive current law

Regulatory frameworks change. The compliance position that was defensible under an earlier version of the rules may not survive under the current statutory instrument. SVS validates the version and applicability of every statutory reference automatically, before it enters a submission.

The cross-examination line you haven’t prepared for

The Contrarian runs at maximum temperature to surface the adversarial framing opposing counsel will deploy. Every objection specifies a resolution condition. Unresolved Strong objections appear verbatim in your output — not softened, not summarised — so you know exactly what needs answering before the hearing.

How it works in practice

Three sessions.
Three legal moments.

Each scenario illustrates realistic deliberation behaviour across litigation preparation, regulatory review, and expert evidence assessment.

Use case 01 of 03 · Law firms
The Expert Evidence Review
Litigation Partner · Commercial dispute · London arbitration
Deep depth · expert review

Does our quantum expert’s loss of profit calculation methodology withstand the methodological objections opposing counsel is likely to raise?

CartographerSettled: the but-for counterfactual approach is standard. Contested: the choice of comparator period and the exclusion of macro-economic headwinds from the baseline. Unknown: no published arbitral decision directly addresses this comparator methodology for this sector.
MethodologistConstruct validity issue: the comparator period selected predates the regulatory change that suppressed sector revenue across all participants. The baseline may be inflated, overstating loss. Confidence ceiling on loss quantum: Contested.
ContrarianStrong objection (Unresolved): "The expert isolates the breach as the but-for cause while ignoring sector-wide revenue compression during the same period. Opposing counsel will argue the counterfactual overstates loss by 30–40%."
PragmatistCommission supplementary analysis addressing the macro-economic headwind objection. Prepare a fallback quantum with the adjustment applied. The tribunal will want to see this addressed — better to raise it than have it raised against you.
Session output
FindingContested — loss quantum vulnerable to sector-wide adjustment objection
Key objectionComparator baseline inflated; macro headwind not isolated from breach effect
Next stepSupplementary expert analysis + fallback quantum calculation with adjustment
The value

The team knew the comparator period was a potential weakness. They didn’t know opposing counsel had already retained an economist specifically to address the sector-wide revenue compression point. The supplementary analysis was commissioned three weeks before the Preliminary Meeting — not two days before the hearing.

Use case 02 of 03 · Law firms
The Precedent Validity Check
Senior Associate · Regulatory litigation · Financial services
Standard depth

Does the line of authority our submissions rely on for the interpretation of ‘reasonable steps’ under the Consumer Duty remain good law in the current appellate landscape?

Guardian SVSThree decisions in the primary authority line remain good law. One — cited in the skeleton argument — was distinguished in a 2024 Court of Appeal decision on materially similar facts. Not in the original research file.
CartographerSettled: the ‘reasonable steps’ standard requires contextual assessment. Contested: whether the standard applies differently where the firm had access to third-party data identifying the risk. The 2024 CA decision shifts the landscape.
ContrarianModerate objection: "The skeleton reads the primary authority as settling the standard. The 2024 CA decision introduces a data-access qualification the FCA will invoke. Address the distinction — don’t ignore it."
Session output
SVS flagOne cited authority distinguished in 2024 CA decision — not in original research
FindingProbable for general standard · Contested for data-access qualification post-2024
Next stepUpdate skeleton to address 2024 CA distinction explicitly
The value

The 2024 Court of Appeal decision wasn’t in the junior’s research file. It would have been in the FCA’s skeleton argument. Finding it through SVS before filing cost one afternoon of revision. Finding it in the FCA’s response would have cost considerably more.

Use case 03 of 03 · Law firms
The Regulatory Applicability Review
In-house General Counsel · Technology company · Pre-launch compliance
Standard depth · document ingestion

Does our data processing architecture comply with the current UK GDPR regulatory framework, and which elements carry material enforcement risk?

Guardian SVSTwo references in the compliance documentation cite the pre-Brexit EU GDPR text rather than the UK GDPR as retained and amended. Article numbers diverge post-amendment. Both flagged SVS_UNVERIFIED — statutory version mismatch.
MethodologistThe legitimate interests assessment relies on a balancing test formulation that the ICO’s 2023 guidance has since restated. Technically arguable but not aligned with current ICO enforcement posture.
ContrarianStrong objection (Unresolved): "The legitimate interests basis is used where purpose limitation concerns should prompt consent. The ICO has issued enforcement notices on materially similar architectures. This is the highest enforcement risk element."
Session output
SVS flags2 × statutory version mismatch — EU GDPR cited instead of UK GDPR
FindingProbable for overall framework · Contested for legitimate interests basis
Next stepUpdate citations to UK GDPR. Review legitimate interests basis. Consider consent as alternative.
The value

The statutory version mismatch was invisible in internal review — article numbers are similar enough that the error didn’t register. The enforcement risk on the legitimate interests basis was known but not quantified. Augle surfaced both before the architecture was finalised, not after the ICO opened an investigation.

How Augle works for law firms

Adversarial review before
opposing counsel runs it.

1
Submit your case materials

Upload expert reports, case bundles, regulatory filings, and statutory references. Legal integrity mode activates automatically — the Guardian validates case citations against legal databases, checks for overruled or distinguished decisions, and verifies statutory version and jurisdiction scope.

2
The ensemble maps the evidence landscape

The Cartographer classifies every legal claim and piece of expert evidence as Settled, Contested, or Unknown within the relevant jurisdiction. The Methodologist assesses whether each expert opinion is supported by the methodology used. Confidence bounds are set before deliberation begins.

3
Opposing counsel’s arguments are run

The Contrarian takes the role of opposing counsel — surfacing the strongest version of every objection to your position. Every challenge specifies a resolution condition and a strength grade. Unresolved Strong objections appear verbatim. The session produces the cross-examination your expert needs to prepare for.

4
You receive an auditable evidence record

The full session audit trail — SVS verification outcomes, confidence downgrades, objections raised and their resolution status — is exportable. For regulated matters, this is the record that demonstrates due diligence on the evidence base used to support your position.

Legal session · configuration
Guardian mode
Legal integrity — case citation verification, overruled/distinguished detection, jurisdiction scope monitoring, statutory version validation
Document types
Expert reports · Case bundles · Skeleton arguments · Regulatory filings · Statutory instruments · Compliance documentation
Contrarian focus
Cross-examination lines · methodology challenges · precedent distinctions · threshold of proof vulnerabilities · jurisdiction applicability
Output package
Evidence-anchored finding · confidence grade per claim · unresolved objections verbatim · SVS record · exportable audit trail
Session depth
Standard for research and regulatory review · Deep for major litigation with expert review at Phase 1/2 boundary
Why Augle for law firms

The review opposing
counsel will run. First.

Case citations validated automatically

Legal integrity mode checks every case citation against current legal databases — overruled decisions, subsequent distinctions, and jurisdictional inapplicability are flagged before they enter a submission. A precedent that’s been limited by subsequent appellate decisions doesn’t survive SVS. It shouldn’t survive your review either.

The strongest cross-examination surfaced before the hearing

The Contrarian takes the role of opposing counsel — running the strongest version of every objection at maximum temperature. The objection it doesn’t resolve appears verbatim in your output with a specified resolution condition. That’s the preparation your expert witness needs three weeks before the hearing, not three hours before.

A full audit trail for regulated matters

Every session produces an exportable record of every SVS verification outcome, every confidence downgrade, and every objection raised and its resolution status. For matters where demonstrating due diligence on the evidence base matters — regulatory investigations, professional liability exposure — this is the record you want to be able to produce.

Run opposing counsel’s
review before they do.

Join waitlist and stress-test your next case before it reaches disclosure.