#RAG & Vector Search

# Safe Scribe by TrustEdge AI **A clinical handoff scribe where the agents argue before they commit, and nothing identifiable leaves the room.** Built in one day at The AI Conference Hack Day 2026 by Erik Jones and Jaiven Spence (TrustEdge AI / Jacobian Engineering) with their agent teams. Repo: https://github.com/erikdj/ai-hackday-2026 ## The problem Clinics want AI scribes. Compliance officers say no, twice: patient data would leave for a hyperscaler LLM API, and afterwards nobody can prove…

Agentic financial compliance monitor for lender loan-covenant review. Solveo checks a borrower against credit-agreement covenants by combining SEC filings, Exhibit 10.1 credit agreements, Vultr Serverless Inference, Vultr Vector Store retrieval, deterministic financial calculations, code-execution verification, and an audit-ready explainability report.

RAID — Report Agent for Intelligent Decisions Enterprise AI that investigates before it decides. RAID helps enterprises make high-stakes decisions by investigating their documents and data before providing a recommendation. Instead of generating a single AI answer, RAID performs a structured investigation: it gathers evidence, analyzes information, verifies findings, and produces a clear report explaining how the decision was made. Problem: Every day, organizations make decisions worth…

The problem During an IVF stimulation cycle, a patient is monitored every 24–48 h with serial hormone draws (estradiol, LH, progesterone) and follicle scans. A clinician writes a follow-up instruction — "repeat this within 24 h", "watch the progesterone", "she's a high responder" — and then the cycle moves fast. Records fragment across the lab system, the scan report and the clinician's note. The single most time-critical complication, OHSS (Ovarian Hyperstimulation Syndrome), announces itself…

Arc is a cloud based multi-agent system for telecom network operations. When a site fault fires (a power fault at a base station), a deterministic watchdog triggers an orchestrator that runs specialized agents: they locate the fault, diagnose ranked probable causes from the carrier's own technical documents with confidence-gated re-retrieval, and dispatch the incident to the one right field technician by skill and location. The technician gets a push on iOS, tests physically, and validates or…

ClinTrial is a Vultr-powered enterprise agent for clinical trial payment operations. In clinical trials, an invoice is never just an invoice: every line must be checked against the protocol, contract, site budget, visit record, billing policy, and payment history before finance can trust it. ClinTrial plans that evidence check, retrieves the right documents, scores evidence quality, and produces a clear decision boundary: automate the clean line, ask finance to confirm, send it to manual…

7 Gemini specialist agents resolve e-commerce damage claims in <10s, then ship a Stripe-Radar-style Trust Score (0-100, 6 factors) . Sierra-style hard-rule Supervisor + pHash fraud gate + EXIF deepfake check + deterministic amount sandbox.

Sentinel intercepts phantom tool calls – LLMs invoking functions that don't exist – before execution. A 3-layer cascade (registry match + embedding similarity + Gemin Flash verifier) corrects or blocks hallucinated tool names in under 1ms.

An adversarial multi-agent court that audits police bodycam recordings in real time. Speechmatics streams the words, Featherless argues both sides, Gemini judges, Vultr runs it. Verdicts cite specific utterances and video frames — defensible by design.

NebulaCode is a web-based autonomous coding agent for enterprise software delivery. It moves beyond a copilot by planning work, routing between specialist agents, executing Codespace, validating results, reviewing code, and persisting project memory.

Vantage Point is the observability layer for the ActionPilot ecosystem, providing real-time telemetry and analytical oversight for high-throughput enterprises and asynchronous multi-agent workflows in the cloud.

CouncilOS is a collaborative multi-agent reasoning platform where AI models engage in human-like discussions to critique, refine, and evolve code analysis in real time for more reliable and research-oriented reasoning workflows.