Forensic Financial Review.
Instant Tribunal Intelligence.
AICUBED orchestrates dual AI engines: ATH3NA for deterministic service charge reviews, and TH3MIS for instant case law analytics across 11,709 UK property precedents.
Reconciled across 2,528 PDF invoices & 4,319 transactions
Lower risk of error via deterministic, consistent calculations
Total indexed UK Property Chamber rulings & case law
0.058m Cloud Gemini vs 12.5m manual human review
Orchestrated multi-agent pipeline executing review tasks
Two Engines. Complete Service Charge Intelligence.
While standard software merely extracts text, AICUBED achieves trial balance Reconciliation in Seconds and reviews invoices up to 200x faster than manual review.
Each agent performs a specialised forensic task — from triage and extraction to ledger reconciliation and tribunal precedent matching — orchestrated into a single, transparent pipeline.
This is intelligence that acts, not just analyses.
The AICUBED Platform.
A multi-agent orchestration layer powering dual vertical engines — ATH3NA for financial review and TH3MIS for legal tribunal intelligence.
Triage Agent
Identifies document boundaries and fragments.
OCR Agent
Rescans and enhances degraded PDFs.
Extraction Agent
Produces schema-validated structured data.
Deduplication Agents
Detect duplicates across batches and years.
Integrity Agent
Performs financial consistency checks.
Reconciliation Agent
Aligns transactions with ledgers and TBs.
Reporting Agent
Generates evidence-grade forensic outputs.
Each agent is autonomous.
The platform is the conductor — coordinating, verifying, and exposing every step.
Forensic Ledger Reviews Meet 11,709 Tribunal Precedents.
Built on AICUBED's agentic engine — designed for property managers, RTM/RMC boards, housing associations, law firms, and finance teams.
- ATH3NA: Reconciles trial balances in seconds with deterministic calculations across £8.57M+ (Up to 200x faster than manual review)
- TH3MIS: Instant case search & victory odds across 11,709 UK Property Chamber rulings
- PRECEDENT MATCHING: Surfaces most-cited legal cases to reveal if your situation matches established precedent
- Parses invoices, utility bills, statements, and ledgers with full line-item schema validation
- Detects duplicates, wrong-period costs, accrual anomalies, and misallocations
- Flags s.20B breaches, accrual failures, and generates evidence-grade bundles
- Runs on local LLMs for data sovereignty, or cloud for speed and scale
ATH3NA and TH3MIS give buildings and legal teams a single source of forensic truth.
live capture demo · ATH3NA & TH3MIS lineage view · 887 documents · £855k flagged · 11,709 precedents indexed
A fully autonomous, multi-agent forensic pipeline.
- 01
Triage Agent
Splits bundles, identifies fragments, prepares the workflow.
- 02
OCR Agent
Enhances and rescans documents for maximum extraction accuracy.
- 03
Extraction Agent
Produces structured JSON with strict schema validation.
- 04
Deduplication Agents
Hash-based, variance-based, and signature-based duplicate detection.
- 05
Integrity Agent
Performs financial consistency checks and anomaly scoring.
- 06
Normalization Agent
Cleans, standardises, and prepares data for commit.
- 07
Reporting Agent
Generates lineage-rich, evidence-grade forensic outputs.
This is agentic orchestration, not a single model guessing.
Local Sovereign (17x faster).
Cloud Gemini for Scale (200x+ faster).
Every agent in the pipeline can be routed independently — keep sensitive triage and extraction on a local LLM behind your firewall, then burst reasoning-heavy steps to Cloud Gemini when speed, throughput, and the sharpest models matter.
Sovereign
Run the full agent stack on-premise or in your own VPC. Documents and embeddings never leave your boundary.
- Air-gapped or self-hosted
- Open-weight models (Llama, Qwen, Mistral)
- Built for regulated, evidential, or classified workloads
- Data residency & sovereignty by default
Scale
Burst to frontier models when speed, throughput, and the sharpest reasoning matter most.
- Frontier model routing (Cloud Gemini API)
- Elastic concurrency for bulk batches
- Lowest latency on long-context reasoning
- Same lineage, same schema, same agents
Hybrid by design.
Mix and match per agent, per tenant, per document class. The orchestration layer abstracts the model — your pipeline, lineage, and schemas stay identical.
Master Performance & Execution Comparison
Benchmarked across identical measure units (Minutes per Invoice & Hours per Annual Estate Pack).
Manual Human Review
AICUBED Sovereign (Local)
AICUBED Scale (Cloud Gemini)
Built for teams where documents decide outcomes.
Managing Agents
Automate document processing, reconciliation, and compliance-aligned verification.
RTM & RMC Boards
Gain transparency, detect mismanagement, and prepare evidence-grade reports.
Housing Associations & Local Authorities
Process thousands of documents with full lineage and defensible outputs.
Law Firms
Generate bundles, schedules, reconciliations, and structured evidence.
Accountants & Finance Teams
Turn documents into structured ledgers with transparent logic trails.
SMEs
Automate bookkeeping, AP workflows, and compliance-aligned checks.
Built for environments where accuracy is non-negotiable.
AICUBED doesn't just process documents.
It proves them.
- 01Autonomous multi-agent orchestration
- 02Deterministic, schema-validated outputs
- 03Trial Balance Reconciliation in Seconds
- 0411,709 UK Property Chamber Precedents
- 05Transparent calculation trails
- 06Full lineage and defensibility
- 07Compliance-aligned verification
- 08Local or cloud LLMs — sovereignty when you need it, scale when you don't
AI that collaborates, verifies, and explains.
We believe the future belongs to orchestrated AI agents — systems that work together, challenge each other, and produce defensible outputs you can trust.
AICUBED builds autonomous platforms that expose errors, eliminate waste, and give people control over the processes that govern their lives and businesses.
ATH3NA and TH3MIS are live. More platforms are coming.