SYSOISYSOI Run it on your event

SYSOI · System of Intelligence for B2B events

The event tech stack is six tools that don't talk to each other.

Registration in one platform. Matchmaking in another. Lead capture in a third. Your CRM is the source of truth for everything except the events you spend millions on. SYSOI is the System of Intelligence on top — vendor-neutral, Bring-Your-Own-Tools, forensic by design. Connect what you already use. Our AI watches every signal across every tool, keeps your event on-strategy in flight, and turns every attendee into a sales-ready record in your CRM.

Tools are sprockets. Intelligence is the engine. Pipeline is the proof.

What makes SYSOI different

Everyone else is bolting AI onto a system of record. We built a system of intelligence.

Cvent has registration. RainFocus has agendas. Brella has meetings. Salesforce has pipeline. These are systems of record — they store what happened. The AI features each of them ships are documentation chatbots dressed as agents: they help you use the platform, they don't watch the event.

SYSOI is a different category. It sits on top of every system of record you use and runs forensic AI over the whole thing. It cross-examines a meeting outcome against an intent score against a survey response against an ICP fit, modulates a readiness score, writes a 110-character dossier, and lands it on the contact record in HubSpot before the AE's next standup.

It's not a feature. It's an architecture.

The incumbents SYSOI
What they areSystems of record with AI bolted onA system of intelligence on top of every system of record
What their AI doesExplains the platformWatches the event
What runs the AIPre-written copy dressed as insightLive forensic reasoning over your data, every time
What your data seesYour tenant, aloneYour tenant, grounded by years of anonymized industry pattern

The five pillars

The spine of the product.

Event Brain · North-Star

Define the event once. Measure everything against it.

Every SYSOI event starts with a North-Star — goals, KPIs, target audience, brand voice, key themes. Draft it from a brief with AI, or rebuild it from your website. Once it's set, every downstream layer is measured against it. Drift from the North-Star is not a vibe — it's a signal with a number on it.

SYSOI North-Star — event goals, KPIs, target audience, brand voice and themes defined in one place.
Federal Summit 2026 · Fortune 50 Semiconductor Co. · live

Unified Record · Golden Record

Six tools' worth of attendees. One sales-ready record.

Connect your registration platform, your matchmaking tool, your mobile app, your lead capture, your CRM. SYSOI resolves identity across all of them — deterministic on email and phone, probabilistic on name and domain — rolls contacts up to accounts, advances the lifecycle stage from registered through meeting-held to opportunity, and enriches every registrant with real firmographics from LinkedIn. The record gets cleaner the more tools you connect, not messier.

SYSOI Unified Record — attendees from multiple tools resolved into one enriched, sales-ready golden record.
229 of 230 contacts enriched · 1 day ago

Consistency Engine · Forensic drift signals

A forensic analyst watching your event. Not a chatbot.

SYSOI's Consistency Engine reads the live unified record against your North-Star and emits drift signals across five dimensions — KPI, audience, voice, content, context — with severity ratings, evidence cited inline, and a recommended fix. Every signal is human-reviewed. Every dismissal teaches the system what to ignore. It gets sharper at your event, not stale.

AUDIENCE · CRITICAL · OPEN
Attendee mix skews heavily to contractors/OEMs and ecosystem vendors; federal government decision-maker presence is thin against the 70-agency target.
Top companies are Deloitte (10), Dell Federal (7), NGC (7), HPE (5), Feddata (5), Iron Bow (5), LMCO (5) — primes/SIs/OEMs dominate. Only us.navy.mil (8) and "Gov Acq" (4) represent direct federal agency presence; generic "Mail" (7) suggests data hygiene issues masking affiliation.
Recommendation. Run a dedicated federal-agency invitation push (DoD/IC/civilian CIO–CTO–CISO lists) and cleanse "Mail"/generic-domain records to surface true agency affiliations before final headcount.
This is a real signal from a real event. Generated by Anthropic's models against the live unified record, in real time. Nothing here is staged.

Sales Readiness · Engagement-weighted scoring

Every attendee scored. Every score auditable. Every hot contact handed off.

SYSOI scores every contact's sales readiness from the live engagement stream — lifecycle stage, engagement intensity, recency, ICP fit, meeting outcome, session-cluster bonus. Every score carries its math: +12 stage +2 engagement +8 recency +15 ICP = 37. No black box. RevOps can audit every number. Hot contacts hand off to HubSpot or Salesforce with an AI-generated mini-dossier stamped on the record — "Meeting held 2x; $100K+ opp, high confidence, now — low ICP (26%) noted; engage AE immediately" — so the AE knows what they're walking into before they open the contact.

SYSOI Sales Readiness — every contact scored with auditable math and hot contacts handed off to CRM with an AI mini-dossier.
Brian Morgan · 100 hot · handed off to HubSpot · meeting_held → opportunity

Marquee · CFP fit

Score every session against the event's strategy. With the deck.

Marquee scores every CFP submission, every track topic, and every speaker against the event's North-Star themes, audience ICP, and brand voice — additive math across pillar alignment, audience fit, strategic fit, technical depth, voice fit, and delivery readiness. Upload the actual presentation deck and SYSOI re-scores against what's built, not what's promised. The submissions that survive are the ones that actually serve your audience and your goals.

"A visually polished, product-rich deck that lands squarely on the event's edge/mission-systems pillar but reads more like a portfolio briefing than a structured talk with a unifying argument — breadth is a strength yet depth and narrative coherence are the gaps."
— Marquee, scoring a CFP submission

The Sandbox Brain

Every signal SYSOI emits is grounded in a decade of real B2B event operations.

The Sandbox Brain is a curated, anonymized knowledge base built from years of operating real B2B events across Sandbox Group's portfolio — Sandbox-XM, Sandbox-GTM, Engage, Forge Intelligence. When SYSOI's AI evaluates your event, it's not pattern-matching from generic LLM training data. It's pattern-matching against what actually happened at real events that worked, real events that didn't, and the signals that predicted which was which.

All PII and confidential data is stripped before anything enters the Brain. What remains is pattern: the industry context that turns a generic LLM into a specialist.

The Brain powers every AI product across Sandbox Group. Built once. Grounded everywhere.

SYSOI customer data is never used to train, retrain, or augment the Brain. Your tenant's data stays in your tenant. The Brain is the industry context SYSOI brings to your data, not the other way around. Read more →

Connector Fabric · Bring your own tools

Connect what you already use. We're vendor-neutral by design.

SYSOI works with the event stack you already own. Open API, gated API, webhook-only, CSV export — if your tool emits data, we can ingest it. Two-way where possible. One-way where it has to be. Spreadsheet upload when nothing else is available.

Live

Sandbox-GTM RainFocus HubSpot Salesforce Attio Google Sheets Excel / CSV

Next-wave

Cvent Swapcard Swoogo Brella

Don't see your tool? $3,500 and we'll build it. Most ship in 3 weeks. No tier required.

Run it on your event

Bring a past event. Even a spreadsheet works.

The fastest way to understand SYSOI is to see it run on data you already have. Send us a registration list, an attendee export, a HubSpot list — whatever you've got. In under an hour we'll connect it, score it, run the forensic scan, and walk you through what your last event actually generated. On a Zoom call. With you watching every step.