In development · Private previewProfessional Work Intelligence for Legal and Accounting Firms
Know what changed.Know what is blocked.Know what happens next.
Kavroth reads the documents, messages, and deadlines behind every matter and engagement, and shows you what’s missing, what’s at risk, and who needs to review it.
Every matter, at a glance.
One integrated view of state, priority, blockers, deadlines, contradictions, evidence, and next action — nothing invented, everything traceable.
Every matter, at a glance.
One integrated view of state, priority, blockers, deadlines, contradictions, evidence, and next action — nothing invented, everything traceable.
Here is the authorized work that needs attention.
Cannot advance until the blocker is resolved or professionally adjudicated.
Require a fresh professional review before the prior decision can be relied on.
Two records cannot both be right. A professional decides which one holds.
No matter’s records contradict each other.
Matters awaiting your professional approval appear here after their evidence, state, policy, and review binding are ready.
Only authorized work that needs attention is shown.
The problem isn't finding information. It's seeing the whole state.
The Kavroth State Engine
Evidence
Obligations
Workflow
Risk
Decisions
What Kavroth surfaces
Material changes
Priorities & deadlines
Missing documents
Blockers & contradictions
Evidence-grounded next actions
Conclusions awaiting approval
Understand the state of a matter, connect conclusions to evidence, and focus review where professional judgment is most valuable.
Explore Kavroth Legal →Understand engagement status, identify missing evidence, and direct review toward the work that needs attention.
Explore Kavroth Accounting →From detection to resolution
- 01
Detect
Surfaces material changes, deadlines, blockers, and missing information from authorized evidence.
01Detect
Surfaces material changes, deadlines, blockers, and missing information from authorized evidence.
View all workYour workNeeds attentionBlocked matters2Cannot advance until the blocker is resolved or professionally adjudicated.
BlockedCommercial Lease RenewalAcme · Executed Amendment 02 is missingBlockedSupplier DisputeNorthwind · Supplier contract schedule is missingStale matters1Require a fresh professional review before the prior decision can be relied on.
Stale approvalSeries B FinancingInitech · Controlling sh…Records that disagree0Two records cannot both be right. A professional decides which one holds.
No matter’s records contradict each other.
- 02
Connect
Associates new information with the relevant matter or engagement context.
02Connect
Associates new information with the relevant matter or engagement context.
1 usable itemEvidence set · State v1Available evidenceAuthorization is evaluated before retrieval. Excluded items stay in the ledger and are never treated as model context.
DocumentAuthorityLocatorVersionSupplier master agreementDocument ID d9 · Version v1Authorizedd9@v1 · Schedule 1v1 - 03
Recommend
Proposes a reviewable next action grounded in the available evidence.
03Recommend
Proposes a reviewable next action grounded in the available evidence.
Why it is not readyRead the assessmentSee the proposed next step, blocker, and evidence supporting the current state.
Assessment draft — professional review requiredThis proposed assessment is not an authoritative state update or professional conclusion.
PriorityConfirm renewal notice deadlineThe renewal notice may be due before the current matter deadline; confirmation protects the renewal option.
BlockersHigh severityExecuted Amendment 02 is missingThe cited correspondence indicates an amendment exists but the executed version is unavailable.
- 04
Review
A professional reviews the proposed action and the supporting evidence.
04Review
A professional reviews the proposed action and the supporting evidence.
View reviewsPersonal approval queueAwaiting youMatters awaiting your professional approval appear here after their evidence, state, policy, and review binding are ready.
Open reviewCommercial Lease RenewalAcme · State v42 awaiting your de… - 05
Approve
Consequential actions require explicit professional approval.
05Approve
Consequential actions require explicit professional approval.
Governed writeRecord a state updateWrite a new state snapshot and transition from cited evidence.
Recording an update writes a new state snapshot and transition, and invalidates any approval bound to the previous state. The server re-checks your role, the cited evidence, and the pipeline.
ReadinessTransitionStagePreparationPriorityDeadline01/31/2027Policy versionAP-1.4PipelineOpen blockers, one per lineCited evidenceClient onboarding record · d13@v1 · authorizedI am authorized to record this update for this work object, and the cited evidence supports it. - 06
Act
After approval, the action is carried out by an authorized person or, where configured, an approved connected system.
06Act
After approval, the action is carried out by an authorized person or, where configured, an approved connected system.
NorthwindRequests and responsesNothing has been asked of Northwind yet.
Ask for somethingWhat you needDue (optional)About (optional)Detail - 07
Record
The decision, approval, and supporting evidence are recorded in the matter or engagement history.
07Record
The decision, approval, and supporting evidence are recorded in the matter or engagement history.
1 eventsMatter-scoped transition ledgerRecorded historyFromToSupplier contract schedule is missingCurrentThe pleadings review cannot proceed without the supplier contract schedule.
Sep 10 · State v1 · d9@v1 · Schedule 1
Initiated by Evidence service
Illustrative product concept — Kavroth is in development.
Cannot advance until the blocker is resolved or professionally adjudicated.
Require a fresh professional review before the prior decision can be relied on.
Two records cannot both be right. A professional decides which one holds.
No matter’s records contradict each other.
Illustrative product concept — Kavroth is in development.
Every material conclusion should be reviewable back to its evidence.
Keep the systems your firm already relies on. Kavroth makes the work inside them intelligible.
Illustrative system categories only. No live integrations are represented.
Privacy, security, and governance — by design.
Designed with SOC 2 Type II readiness as a foundational requirement, ahead of public release.
Why Kavroth is different
Chat assistant
Document AI
Practice management software
Workflow automation
Kavroth does not merely answer what a document says. It helps the firm understand what the evidence means for the work now.
It can also research law and precedent and draft documents — grounded in the matter’s evidence, cited to its sources, and routed for professional review before anything is relied on.
Specialized intelligence for professional workflows.
Kavroth Labs is researching a model architecture focused on workflow reasoning across legal and accounting work — emphasizing structured outputs, evidence attribution, abstention, privacy, and professional-review requirements.
Learn about Kavroth Labs →Frequently asked questions
Help shape the professional AI workspace your firm actually needs.
Kavroth is seeking legal and accounting professionals to evaluate workflows and provide structured feedback. Access is limited; submission does not guarantee acceptance.
Request Early Access