Lambspring Labs

Meridian

A research and execution platform built on auditable reasoning.

A SQL substrate, a job scheduler, and a multi-model AI council in one operating environment. The platform is layered: clients deploy the foundation and select the analytics. Every signal is structured. Every verdict carries a model, a confidence, a reason. Disagreements are first-class artifacts.

Bluewater

Core

The job execution and persistence layer.

  • Schedules and runs SQL, Python, PowerShell, and external commands on configurable cadences
  • Microsoft SQL Server backend with audit tables on every write path
  • Python service tier handles execution, runtime telemetry, and operator queries
  • Desktop GUI and chat surface for operators
  • Default ingestion pipelines across prediction markets, equities, crypto, and news
  • Deployable standalone or alongside any other Meridian module

Compass

Intelligence

Deterministic intelligence with composable AI.

  • Deterministic feature engineering, duplicate clustering, and composite ranking driven by configurable scoring weights
  • Reproducible from the same inputs, with or without AI
  • Optional schema-validated AI enrichment of top-ranked items; invalid or off-schema output is rejected, never propagated into the feed
  • Each verdict carries model identity, confidence, and reasoning
  • Reachable through the Bluewater GUI, scheduled jobs, or a chat-native interface for analyst-model deliberation

Crypto

Module

Digital asset coverage and on-chain execution.

  • Continuous ingestion of digital asset prices and exchange data
  • Wallet-aware portfolio tracking
  • Scheduled briefings on tracked assets
  • Swap orchestration for Solana and Ethereum: in active development
  • Trades flow through the same propose, approve, execute, orchestrate path with full audit trail

Fairview

Module

News and external context.

  • Continuous market-news ingestion with canonical deduplication
  • NLP entity extraction
  • Scheduled top-story briefings clustered by entity overlap
  • Recency and repetition decay scoring against prior briefings
  • Cross-source analysis runs alongside price and position data, not in a separate tool

Polyview

Module

Prediction market intelligence.

  • Real-time analysis of Polymarket positions and pricing
  • Partition over- and underround, dominance, and implies violation detection
  • Persistence scoring across runs
  • Tradability layer estimating capture difficulty from spread structure
  • The original Meridian module, in production today

Northstar

Module

Portfolio strategy and risk. The navigation layer between intelligence and execution.

  • Performance attribution and benchmarking
  • Concentration, correlation, and drawdown monitoring
  • Position sizing and rebalancing signals
  • Inputs from Fairview, Compass, Polyview, and the council; outputs into Crypto and the operator
  • Strategy accountability throughout: council verdict, operator action, and outcome are all captured and attributable

Compliance and verification

Audit trails, model attribution, and reasoning capture are foundational to Meridian, not bolted on.

  • Every model verdict carries identity, confidence, reasoning, and timestamp
  • Council deliberations persist as structured artifacts
  • Split verdicts (agent disagreements) become discrete handoff records for human adjudication
  • Operator actions bind to the originating signal
  • Portfolio outcomes attribute back to the verdict that triggered them

A continuous, queryable trail from data ingest through reasoning, execution, and outcome. Deploys on customer-managed Microsoft SQL Server and Windows Server, on-premises or private cloud, with no third-party data egress required.

Inquiries

Meridian is currently available to a small set of institutional partners for evaluation. Contact sales@lambspring.ai.