meterless

ServiceWhy: an agent that explains why a restaurant night went wrong. Planner, Investigator, Verifier and Writer over Zetaris federated SQL, Meterless World Model and Nightshift. No receipt, no claim. Synthetic data.

Explainable EUDR deforestation investigator: five agents gather and attack the evidence, fixed rules decide, every verdict re-derives offline. Zetaris, Meterless (World Model, H-MEM, Scout, Nightshift), NVIDIA Nemotron.

Turn recurring AI agent workflows into verified, portable skills you can inspect and reuse.

ZeroBleed: a need-to-know context broker for agentic decisions. Zetaris + Meterless Markovian + Nightshift + NVIDIA Nemotron. Open Agent Hackathon 2026, Track 03.

Presensi School - Smart attendance system with Face ID, GPS, and AI agent. Data layer: Zetaris. AI: Meterless Nightshift (Nemotron). Full stack: PHP + Python + Docker.

AI growth agent for indie app developers: proposes prioritized growth actions with SQL-backed claims, checked by an independent Critic. Built with Strands Agents SDK, Zetaris, Meterless Nightshift / H-MEM, and NVIDIA Nemotron.

Before you send, CheckAm. Multi-agent scam check and campaign intelligence for Cameroon (Zetaris + Meterless + NVIDIA Nemotron).

Ask why a number moved: four agents investigate revenue changes across an ERP and CRM federated in Zetaris, cite the SQL behind every claim. Nemotron via Meterless Nightshift, memory in Meterless H-MEM. Open Agent Hackathon 2026, Track 2.

Agents that explain why gross margin moved, with every claim traced to rows in GL, AP, sales and bank through Zetaris. Open Agent Hackathon 2026, Track 02.

🩺 Query Doctor — agents diagnose slow SQL on Zetaris and keep a rewrite only when execution shows the same rows, measurably faster

An AI agent that explains why a small shop's profit dropped. It checks sales, bank, supplier and expense records through Zetaris, and shows the records behind every cause.

Allergen clearance and recall watch for online grocers: every decision cited, every release signed. Open Agent Hackathon 2026, Track 3.

Platelets that reach the right hospital on time. Reads every hospital's live stock through Zetaris and never moves a unit its own record no longer supports.

AI investigator for product-safety defects: finds the root cause, proves every other explanation wrong with stratified statistics, and quarantines only the affected units. Live at traceon.netlayerlabs.com. NVIDIA Nemotron via Meterless Nightshift, Zetaris, Meterless H-MEM.

Multi-agent incident response and AGV dispatch for a car assembly hall: Zetaris + Meterless + NVIDIA Nemotron. Open Agent Hackathon 2026, Track 3.

Agent team that finds red flags in public procurement data, then argues each one away before showing it. Zetaris · Meterless H-MEM · Nemotron.

Ask why your electricity bill changed. An agent that splits the change exactly, tests 11 causes on Zetaris-federated data, and answers with NVIDIA Nemotron via Meterless Nightshift; every figure traced to its query. Open Agent Hackathon 2026, Track 02.

An agent for the merging West Surrey councils. It queries Woking, Guildford and Waverley's published spend, contracts and Council Tax Support data in place through Zetaris, remembers human decisions, and drafts sourced actions before vesting day on 1 April 2027

A finance operations workspace with source-cited Nemotron investigations, Zetaris evidence joins and scoped Meterless memory.

Teger Trace Agent — Explainable AML wire investigation agent powered by NVIDIA Nemotron, Meterless & Zetaris (GenAI.works Open Agent Hackathon 2026 · Track 02)