Accounting & Audit
Replayable trade review, engagement memory, and receipted narratives
Close and attestation fail when the story cannot be tied to a hashed observation. PIR review pipelines and the Continuity Ledger give accountants a replayable narrative. We do not replace the general ledger or the statutory auditor.
Regulated industry pathway
Accounting & Audit is a regulated industry. PrimeSwarm deploys in four phases: Discovery, Build, Deploy, Maintain. We configure the governance stack, write the ONLY Lang scripts, and run the DGV test card suite. You approve every script before it goes live.
Discovery
Week 0. We map your regulatory constraints, infrastructure, and decision workflows.
Build
Weeks 1-4. We configure the gate, write ONLY Lang scripts, and run DGV test cards. You sign off on every script.
Deploy
Week 4-5. We deploy to your VPC or on-prem. You receive a signed verification report.
Maintain
Ongoing. Quarterly reviews, DGV re-verification, script updates. You retain full control.
Why this matters
Close, trade review, and attestation fail when the narrative cannot be tied to a hashed observation. Auditors do not accept a chat log.
Safety and legal compliance
Trade-review and PIR metric pipelines produce a replayable story. The Continuity Ledger stores decisions and evidence. We do not replace the ERP or the statutory auditor.
- Audit trail. Receipts on reviews; ledger of superseding claims
- SOX-style control language (mapping). DGV + TDO packets for “who changed what”
Start this month
- PIR trade-review / nexus analytics path
- EMR Continuity Ledger for engagement memory
- PrimeSwarm agents that may only write DRAFT records
Not yet — we will not sell this
- · A full general-ledger product
- · PCAOB-certified audit software
How Our Products Apply
3 products with specific use cases in Accounting & Audit
PIR review / SignalO
View product →Use Case
Turn return or trade sequences into a deterministic regime and review narrative that can be replayed in an engagement file.
Key Benefits
- Parameter-light, O(n) classification
- Historical replay for the working papers
- Not a substitute for professional judgment
EMR Continuity Ledger
View product →Use Case
Store engagement decisions and evidence as typed DRAFT/VERIFIED records. Conflicts surface. Chat dumps are not the file.
Key Benefits
- Supersession lineage instead of silent overwrite
- Abstention when the top-margin is thin
- Fail-closed wipe
PrimeSwarm
View product →Use Case
Governed agents that draft review notes only after the gate, with a receipt attached to the working paper.
Key Benefits
- PII strip on client identifiers
- Sandbox if the agent runs code against extracts
- SIEM-forwardable events
Other Industries
All industriesBanking & Markets
Regime detection, fair-lending gates, and audit-ready agent governance
Healthcare
PII-safe agents, adversarial defense, and mastery-tracked medical education
Legal & Compliance
Immutable audit receipts, fairness gates, and zero-knowledge proof of compliance
Education & Research
Mastery-tracked learning, autonomous research generation, and knowledge graphs