We built a regulated, multi-state LIMS a traditional shop quotes at ~$1.8M over 18 months. One operator shipped it in roughly 10 weeks. NodePlus runs that same engineering on local models scoring 66.6% on SWE-bench Pro, at $0 per token.
NodePlus aggregates every system in your business into one AI-powered command surface. See everything. Understand everything. Act on it before it becomes a problem. Built against real operations at a multi-state regulated business, then productized for operators who refuse to fly blind.
“The platform doesn't replace your operators. It gives them the same context a ten-year veteran would have, before they've had their first cup of coffee.”
Financial data lives in one system. Sales lives in another. Operations stretch across spreadsheets. HR sits on a fourth platform.
Every decision is reactive. The cost is rarely a single error; it is the slow accumulation of partial answers, until the operator stops asking.
Finance, Sales, Operations, and HR, connected by a single context-aware engine that reads across all of them.
Real-time P&L, AR/AP aging, cash flow, budgets, board-ready reports.
Pipeline management, contact database, deal tracking, AI sales intelligence.
Multi-location throughput, quality metrics, compliance, fleet, work orders.
Employee directory, PTO workflows, onboarding, headcount analytics, payroll.
NodePlus is not a dashboard bolted onto your tools. It is an operating system, every layer designed for the next one. The numbered diagram below traces a single event from origin to outcome.
Every system you run (ERP, CRM, HRIS, LIMS, banking, email, calendars, chat) streams events through one secure ingest layer.
Documents, schemas, code, regulations, and financial snapshots are embedded and indexed continuously. Your business becomes searchable in milliseconds.
Three tiers (knowledge, decisions, and patterns) give the AI the same context a 10-year veteran would have.
Every AI call routes through one auditable proxy. Knowledge and memory are auto-injected. Costs, tokens, and latency are logged per call.
Findings turn into PRs, journal entries, alerts, follow-ups, or board-ready reports, automatically, with a human checkpoint at the level of autonomy you choose.
Most “AI platforms” stop at semantic search. We layer three complementary memory systems so the platform actually remembers your business, and gets smarter every week.
Your business, searchable
Every contract, SOP, regulation, schema, and code file is continuously indexed. Filters scope by site, domain, period, or system, so answers cite the right source, not a generic one.
Lessons that compound
Decisions, fixes, and operational lessons are captured and surfaced automatically. The most relevant prior context arrives with every AI call, prioritized by recency, source diversity, and what worked before.
Cross-domain insight
Goes beyond keyword and similarity matching to surface non-obvious connections, the "this looks like the receivables anomaly we saw two quarters ago" insight a generic search would miss.
When you (or the AI) ask a question, the answer is shaped by what your business has written, what it has decided, and what it has experienced, fused together before a single token is generated.
The NodePlus Gateway sits between every workflow and every model, frontier or local. Before any prompt hits an LLM, the gateway pulls the most relevant knowledge and prior decisions, dedupes against what was already sent in this session, and injects the result into the system prompt.
You get business-aware answers without writing a single line of prompt engineering, and you get one place to enforce policy, log spend, and pin model versions.
POST /v1/chat/completions ↳ resolve session per-user ↳ fetch knowledge most relevant ↳ fetch decisions most relevant ↳ dedup vs. session ↳ cap strict token budget ↳ route frontier or local ↳ log tokens · cost · latency → 200 OK business-aware response
Knowledge and memory are deduped, scored, and prepended to every system prompt, capped at a strict token budget.
Frontier models for board-grade reasoning. Local models on your fleet for high-volume tasks. The gateway picks based on the workload.
Every call logs prompt, model, tokens in/out, latency, cost, and what context was injected. Compliance-ready out of the box.
Repeat queries skip re-injection. Same-session follow-ups only get the delta. ~55% fewer tokens spent on context, end-to-end.
NodePlus ships with an autonomous engineering loop. Users flag what is broken or missing; the system writes the code, opens the PR, and waits for your approval. The four-stage flow below is a real production trace.
Any user, on any page, can flag a bug or request a feature. The widget captures the page, route, screenshot, console state, and a one-line description.
The task lands in a unified queue. The AI reads the route, schema, and recent commits, verifies columns exist, checks for duplicates, and refuses to re-fix already-merged work.
The fix lands on a feature branch with a clean PR, never directly to main. Repeat-failure tasks automatically escalate to a reasoning-model consult before another attempt.
Once merged, the task flips to In-Review, then Done as soon as the deploy goes green. The user who flagged it gets notified, by name.
Ten bugs flagged, eight PRs merged, one week
From a single multi-tenant deployment running the same engine that powers NodePlus
Start passive. Unlock more as trust grows. You always control the pace. Five named levels, each with its own audit trail.
AI observes and surfaces signals. No actions, no writes.
AI proposes the next move with reasoning. Operator decides.
AI prepares the artifact (email, PR, report). Operator reviews & sends.
AI executes once an operator clicks approve. Full audit trail.
Trusted workflow. AI acts, then notifies. Reversible & logged.
Our AI interviews your team, maps your systems, and builds a custom integration plan. No two onboardings look alike.
AI interviews stakeholders to map every tool, data flow, and manual process.
For each system: connect via API, replace with built-in, or bridge temporarily.
Integrations deploy automatically. Dashboards populate within hours.
Banking, accounting, payroll, HR, CRM, ticketing, e-commerce, files, email, calendar, and thousands of long-tail apps, connected through one platform.Don't see yours? Our adapter framework connects to anything with an API.
Not another dashboard bolted onto your ERP. An ERP-agnostic executive layer that sits above all of them, joins the data your tools keep apart, and lets AI agents act across the whole stack. One layer over your entire operation, on your terms.
Three archetypes; one engine.
Running 10+ locations across states? Per-site dashboards, cross-location analytics, and compliance tracking that knows every state's rules.
Scaling from $10M to $50M? Board-ready reports in 2 minutes. Cash flow forecasting. AI that catches problems before your CFO does.
Still copying data between systems? NodePlus eliminates the duct tape. ERP, CRM, HRIS, one automated pipeline.
NodePlus is the third generation of an AI operations platform, battle-tested as the operational backbone of an anchor customer in regulated multi-state operations.
Originated from a multi-year development collaboration with our anchor customer to turn one-line product asks into production-grade specs, decisions, and scaffolded code. Battle-tested across dozens of production projects.
Grew into a multi-machine platform (knowledge, memory, autofix, gateway, schedulers) running 24/7 against real operations at our anchor customer: a multi-state regulated lab business, financial ops, regulatory work, and infrastructure.
Everything proven at our anchor customer's facilities, productized. Same engine, same patterns, hardened by years of production use, now available to operators who want the same edge.
Every feature you see (autofix, the memory stack, the gateway) was forged against real operational pressure before it ever became a marketed product.
Invite-only. Every account onboarded personally. Three tiers, priced as a recurring annual subscription.
SMB regulated · 1–50 employees · single site
Mid-market · 50–500 employees · multi-site
500+ employees · unlimited sources · on-prem option
One-time implementation $10K–$50K · scaled to tier & complexity · channel partner program available
Join the operators who stopped guessing and started knowing