03In production
Credit Watch
Credit early-warning sweep with deterministic evidence gates. Bad news, caught before it becomes a headline.
Early WarningAgentic quant studio · est. Bangkok
Quiet systems for loud markets.
AELINFORGE designs and runs agentic pipelines for market intelligence — daily briefings, credit early warnings, flow signals — each one audit-gated, evidence-bound, and built to run unattended.
07Systems
06Further works
DailyCadence
The forge, at rest
Seven systems. One discipline: verify, then ship.
Everything below is built end-to-end in-house — research, deterministic gates, delivery — and most of it runs while the desk sleeps.
01
Live · Private Beta
Post-Retirement Simulator
Monte-Carlo retirement-path engine with plain-language guidance. Thousands of simulated futures, distilled into one honest answer about how long the money lasts.
Simulation EngineRead the system →02In production · daily
Morning News
Multi-agent market-briefing pipeline with strict audit gates. Every claim traced to a source before it reaches the page.
Market BriefingRead →04In production
Fund Flow
Daily flow-signal engine over mutual-fund data. Where the money moves, rendered as signal — not noise.
Flow Signals05In production · evening
Spira Watch
Liquidity-stress monitor tracking fund-gating and closure events. Watching the exits, every evening.
Liquidity Surveillance06Internal
Mission Control
One-click launcher orchestrating every pipeline, with queueing and live logs. The forge's own switchboard.
Orchestration07Internal
SEC Fund-Data Toolkit
Holdings, bond-maturity and exposure mapping on the regulator's open API. Public data, made legible.
Data InfrastructureAlso in the racks
Further works.
Smaller instruments forged along the way — each one in daily or on-demand service behind the systems above.
PulseDaily cross-pipeline alert digest — what matters, before the desk asks.Alerting
Universe WatchMaps the day's top stories onto the watch universe, name by name.Impact Mapping
Regulation WatchRegulatory horizon scanner for asset-management rules and deadlines.Compliance Radar
Fund ExplorerSearch, compare and treemap a whole fund universe in one page.Analytics
Stance EngineTracks where the big houses disagree — and keeps score of who was right.View Divergence
EyesThe narrative morning brief — the day's machinery, written for humans.Narrative Brief
Deterministic first
Anything a script can verify, a script verifies. Agents reason; gates decide.
Evidence-bound
No claim ships without a source attached. Silence is reported as silence, never filled in.
Built to run unattended
Systems that need supervision are prototypes. These run on cadence, and log everything.