Connected Operations Platform

Connect every system you run.
Then let AI analyze, alert,
and act.

SystemBridges is the connected-operations platform for industries where context lives across many systems. We integrate the platforms you already pay for, augment what flows between them with LLMs, and turn the result into the analysis, alerts, and automation your team can actually act on.

Built for SOC 2 (Q4 2026) AES‑256 Encryption 7‑Year Audit Log FERPA · SOPPA · BIPA PCI‑Aware BAA on Request
01 / CONNECT
Every system, talking
Native connectors to the platforms your operation already runs.
02 / AUGMENT
LLMs read everything
Inbound email, calls, docs, partner feeds — classified, summarized, linked.
03 / ANALYZE
Top‑tier analytics
Per‑account, per‑vendor, per‑operator scorecards. ROI defensible by phase.
04 / ACT
Automation that ships
Workflow queue, alerts, voice agent, briefings — not just dashboards.
Live
Industry · Education

K‑12 districts, private schools, and universities.

Where SystemBridges shipped first — and the deepest. The integration layer keeps PowerSchool, Tyler, Frontline, and Skyward in lockstep. The AI overlay turns parent emails, attendance pings, and grade events into a counselor's morning briefing your team can act on before first bell.

PowerSchool Infinite Campus Skyward Tyler Munis Frontline Clever Canvas Google · Entra ID

Connected

Bi‑directional sync across SIS, HR, finance, payroll, directory Field‑level Mapper with 10 K‑12 templates DistrictClock™ multi‑rate time & attendance TruthLayer canonical person registry

Augmented & Automated

Parent‑email triage by category and urgency At‑risk‑student early‑warning alerts Counselor & principal morning briefings Front‑desk voice agent for routine calls
Killer use caseThe counselor's morning briefing. "Twelve students slid this week, here are the three who need a call today, here are the four parent emails that have been waiting more than 48 hours, here are draft responses." Sorted before the bell rings.
Visit education.systembridges.com →
Q3 2026
Real Estate

Brokerages & property mgmt

MLS + CRM + transaction software, kept in sync. Then the overlay flags every deal at risk before it dies.

MLS Salesforce · BoomTown · kvCORE DocuSign · Skyslope Title portals

Connected · Augmented · Automated

Deal pipeline synced across MLS, CRM, transaction software Lead‑intake voice agent with hot‑lead handoff "Deal at risk" radar — financing, inspection, appraisal slips Comp‑pricing engine on historical sales + days‑on‑market Lender / inspector / title‑co reliability scorecards
"Three deals most likely to fall through this week, with the specific reason — every Monday."
Q3 2026
Restaurants & Bars

Independent & multi‑unit

POS, reservations, inventory, scheduling — one feed. Pre‑shift briefing replaces the 25‑minute scramble.

Toast · Square · Clover OpenTable · Resy R365 · MarketMan 7shifts · HotSchedules

Connected · Augmented · Automated

Service board: reservations, parties, deliveries, coverage Reservation voice agent with VIP escalation Pre‑shift briefing — covers, 86 list, weather, callouts Supplier reliability scorecard (on‑time, fill rate, drift) Menu engineering: profit × velocity × competitor pricing
"Tonight in 90 seconds — 47 covers, party of 12 with allergies at 7, two cooks out, push the chicken."
Q4 2026
Hospitality

Hotels, resorts, STRs

PMS + channel + CRS + guest CRM, unified. Voice agent absorbs the FAQ calls. Briefings replace the PMS scroll.

Opera · Cloudbeds · Mews Hostaway · Guesty SiteMinder CRS · Loyalty

Connected · Augmented · Automated

Stay board: arrivals, in‑house, departures, VIPs, group blocks Front‑desk voice agent — extra towels, late checkout, FAQs Daily GM briefing: ADR vs comp set, complaints, housekeeping delta Dynamic rate recommendation on pace + comp + events Loyalty / elite‑guest comm SLA with auto‑escalation
"GMs stop opening the PMS for routine work. The platform handles 80% of guest comms."
Q4 2026
Construction

GCs, subs, builders

Procore + Sage + scheduling — synced. RFI aging, sub prequal, and bid intel sit on top of it all.

Procore Buildertrend Sage Bluebeam

Connected · Augmented · Automated

Project board: phase, RFI aging, submittal log, CO pipeline Jobsite voice line — sub callbacks, plan‑rev queries, safety alerts PM morning briefing — slipping milestones, weather risk, hot RFIs Sub prequalification: insurance, EMR, bonding, license, financials Bid intel — historical trade‑pkg pricing × region × market
"PM walks the site for two hours. Comes back. The three RFIs busting SLA today are at the top of the queue."
The Pattern

Every operator‑driven business
runs on the same six pressures.

Education, hospitality, restaurants, construction, real estate — different vocabulary, identical operating shape. The platforms that solve this for one industry usually solve it for all of them.

01

Inbound signal everywhere

Email, calls, texts, partner systems — none of it lives where the system of record can see it.

02

System of record that lags

The TMS, SIS, MLS, POS, PMS, or Procore is always slightly behind reality and never frames "what to do today."

03

Ops team hunting for context

60–80% of the day spent searching for the email, the doc, the prior comm — not deciding what's next.

04

Vendor reliability matters

The lender, supplier, sub, OTA, or substitute — performance varies, and nobody tracks it formally.

05

VIPs need different handling

An IEP family, a platinum guest, a banquet booking, a litigious owner — shorter SLAs, escalation paths, no missed signals.

06

Daily exec view, never compiled

The Monday morning rundown everyone wants. The Friday recap nobody has time to write. We compile both.

The Platform

Four pillars. One platform.
One contract. Every industry.

SystemBridges started with integration — that's still the foundation. The AI/LLM layer above it is what turns connected systems into automation, alerting, and analysis your team can act on.

01 · Connect

The integration foundation

Native connectors to the platforms your operation already pays for. Bi‑directional. Field‑level. Auditable. The base layer everything else sits on.

Native connectors to 15+ industry systems
Drag‑and‑drop field Mapper
Workflow engine: chain, condition, trigger
Live sync log + 7‑year retention
Field‑level change feed
AES‑256 credential vault
Retry, back‑off, version fallback
Open REST API for custom systems
02 · Augment

LLMs read what flows through

Inbound email, calls, partner feeds, PDFs — classified, summarized, extracted, and linked to the right entity in your system of record. The data your platforms never had structure for.

Email triage: category × urgency × summary
Call transcription + intent classification
Document parsing (OCR + LLM extract)
Auto‑link to entity in system of record
Multi‑channel deduplication
Entity overlay: persistent labels & notes
SMS lane (toll‑free in/out)
Voice agent for routine inbound calls
03 · Analyze

Top‑tier analytics, defensible

Per‑account, per‑vendor, per‑operator scorecards built on the augmented data — not the lossy reports your system of record ships with. ROI claims you can defend in a quarterly review.

Per‑operator performance scoring
Vendor / partner reliability scorecards
Per‑account health & engagement
Pricing intel — historical + market
SLA conformance & aging
ROI dashboard with phase framing
Trend deltas across briefings
Custom reporting via the same data
04 · Act

Automation, not dashboards

The output isn't a chart. It's a queue your team works through, alerts that fire when it matters, briefings that frame the day, and a voice agent that handles the calls you don't need a human for.

Workflow queue (one‑at‑a‑time, priority‑sorted)
Auto‑resolve when the work is done
Live alerts: SLA, late, at‑risk
Morning + weekly briefings
Critical‑client SLA + escalation
Voice agent inbound call handling
Draft responses ready to send
Webhooks back into systems of record
Industries we serve

Built for verticals where context
lives in the inbox.

Each industry plugs the same four‑pillar stack into its own systems of record, its own email taxonomy, and its own definition of "VIP." Same platform underneath; the part that ships per vertical is the connectors and the language.

01 / EDUCATION · LIVE

K‑12 districts, private schools, universities

System of recordPowerSchool, Infinite Campus, Skyward, Tyler Munis, Frontline, Canvas, Clever, Microsoft Entra ID, Google Workspace. EntityEach student × course (or each IEP/504 case for special‑ed services).
Connected
  • SIS ↔ HR ↔ payroll ↔ directory bi‑directional
  • Field‑level Mapper with K‑12 templates
  • DistrictClock™ multi‑rate time & attendance
  • TruthLayer canonical person registry
  • OneRoster + Clever rostering
Augmented & Automated
  • Parent‑email triage (complaint, absence, IEP, transport, RSVP)
  • At‑risk early warning: grade slide, absences, behavior cluster
  • Counselor + principal morning briefing
  • Front‑desk voice agent for routine parent calls
  • Sub teacher / vendor reliability scorecards
Killer use caseThe counselor's morning briefing. "Twelve students slid this week, three need a call today, four parent emails over 48 hours old, here are draft responses." Sorted before first bell. Visit the K‑12 site →
02 / REAL ESTATE · Q3 2026

Residential brokerages & property management

System of recordMLS, Salesforce / BoomTown / kvCORE, DocuSign / Skyslope, title portals. EntityEach active listing, each buyer/seller deal in pipeline.
Connected
  • MLS ↔ CRM ↔ transaction software synced bi‑directionally
  • Title portal + lender portal pull
  • Document & disclosure auto‑linking by deal
  • Loan officer / inspector / title‑co directory unification
Augmented & Automated
  • Deal triage: showings, offers, financing, inspection, repair, close
  • "Deal at risk" radar with specific reason
  • Lead‑intake voice agent + hot‑lead handoff
  • Comp‑pricing engine (sales × DOM × season × neighborhood)
  • Lender / inspector / title‑co reliability scorecard
Killer use caseThe Monday "deal at risk" radar. The platform watches every active deal and surfaces the three most likely to fall through this week, with the reason — financing silent six days, inspection deadline missed, lead gone cold 14 days.
03 / RESTAURANTS & BARS · Q3 2026

Independent and multi‑unit operators

System of recordToast, Square, Clover, OpenTable, Resy, Restaurant365, MarketMan, 7shifts, HotSchedules. EntityEach shift, each large‑party booking, each catering event.
Connected
  • POS ↔ reservations ↔ inventory ↔ scheduling
  • Supplier order + delivery confirm pull
  • Review platform aggregation (Google, Yelp, OpenTable)
  • Payroll & tip pool reconciliation
Augmented & Automated
  • Email triage: supplier, complaint, large‑party, vendor, health‑dept
  • Reservation voice agent + VIP routing
  • Pre‑shift briefing: covers, 86 list, callouts, weather, push items
  • Supplier reliability scorecard (on‑time, fill rate, drift)
  • Menu engineering: profit × velocity × competitor pricing
Killer use caseThe pre‑shift briefing. "Tonight in 90 seconds: 47 covers booked, party of 12 with allergy notes at 7, two cooks called out, fish low — push the chicken special, weather brings walk‑ins." Replaces the GM's 25‑minute scramble before service.
04 / HOSPITALITY · Q4 2026

Hotels, resorts, short‑term rentals

System of recordOpera, Cloudbeds, Mews, Hostaway, Guesty, SiteMinder, CRS, guest CRM. EntityEach reservation / stay.
Connected
  • PMS ↔ channel manager ↔ CRS ↔ guest CRM
  • Loyalty platform + corporate booking unification
  • Group block & BEO ingestion
  • Housekeeping ↔ front‑desk task sync
Augmented & Automated
  • Email triage: booking, modification, complaint, group, OTA dispute
  • Front‑desk voice agent (towels, late checkout, FAQ)
  • GM daily briefing: ADR vs comp set, complaints, housekeeping delta
  • Dynamic rate recommendation (pace + comp + events + weather)
  • Loyalty / elite‑guest comm SLA + auto‑escalation
Killer use caseGMs stop opening the PMS for routine work. The 7am briefing frames the day, the queue handles 80% of guest comms, the voice agent absorbs the FAQ calls — and alerts only fire when something needs human judgment.
05 / CONSTRUCTION · Q4 2026

General contractors, trade specialists, builders

System of recordProcore, Buildertrend, Sage, scheduling tools, Bluebeam. EntityEach project, each work package, each phase milestone.
Connected
  • Procore / Buildertrend ↔ Sage / accounting ↔ schedule
  • Drawing rev + submittal log auto‑linking
  • Sub / supplier directory unification
  • Inspection schedule pull from AHJ portals (where available)
Augmented & Automated
  • Email triage: RFI, submittal, CO, daily report, safety, regulatory
  • Jobsite voice line + safety‑incident escalation
  • PM morning briefing: slipping milestones, hot RFIs, weather risk
  • Sub prequal: insurance, EMR, bonding, license, financials
  • Bid intel — historical trade‑pkg pricing × region × market
Killer use caseThe PM walks the jobsite for two hours. Comes back. Every email that landed is classified, the three RFIs busting SLA today are at the top of the queue, the briefing flags "Sub C is four days late on the rough‑in submittal — kills the inspector slot you booked Thursday."
Built once. Tuned per vertical.

The same platform underneath.
The language and connectors differ.

When we ship a new vertical, ~80% of the code is already there. The 20% that's industry‑specific is what makes the platform sound like it was built for that operator's day, not a generic SaaS.

Built once

The universal platform

Same in every vertical. We harden it once, every industry benefits.

Email classification → entity link → queue pipeline Voice agent shell + tool integrations SMS lane (toll‑free in/out) Briefings engine — swap the prompt + data sources Workflow queue + auto‑resolve judge ROI dashboard with phase framing Persistent entity overlay + critical‑SLA + scorecard patterns Cost tracking, audit log, admin + activity logs
Tuned per industry

The vertical layer

The 20% that makes it feel native to your operation.

Native connector to the system of record (SIS, MLS, POS, PMS, Procore) Email taxonomy — the categories your operation actually receives Entity model: Student, Deal, Stay, Shift, Project, Listing Critical‑account rules — IEP, banquet, banquet, owner, platinum Pricing intel domain — comps, rev mgmt, menu engineering, bid intel Vendor / partner directory definition Compliance posture — FERPA, BIPA, PCI, OSHA, RESPA, SOPPA Vocabulary — every label calibrated for your team's actual speech
How it works

Three steps to a queue
your team actually works.

No multi‑month integration project. No rip‑and‑replace. We layer onto the systems you already run, learn your taxonomy from your last 90 days of inbound, and ship value in week one.

STEP 01

Connect the systems you already run

Read access first. We point at your system of record (and the partner platforms feeding it), pull the entity catalog, and build the live feed. No write‑backs until you say so.

STEP 02

We learn your taxonomy

The last 90 days of email, calls, and partner signal teach the classifier your operation's actual categories — your VIPs, your vendors, your urgency rules — not a generic SaaS taxonomy.

STEP 03

Your team works the queue

One‑at‑a‑time, priority‑sorted. The voice agent absorbs the routine calls. The morning briefing frames the day. Alerts fire only when something needs human judgment.

Security & Compliance

Built for industries where
a breach is business‑ending.

Operator businesses don't get to "iterate" on data security. We carry the regulatory burden so the operator doesn't have to think about it on their worst day.

AES‑256

Encryption at rest

Every credential, every PII field, every document — AES‑256‑GCM encrypted with HKDF‑derived keys. Zero plaintext on disk.

SOC 2

SOC 2 Type I — Q4 2026

Audit engagement scheduled. Type II within 6 months of Type I. Public posture mirrored at /compliance.

7‑Year Audit

Audit‑ready by design

Every API call timestamped. Every change‑event logged at the field level. One‑click export for board reviews and regulatory inquiries.

FERPA · SOPPA · BIPA

Education compliance

Student data classified, masked at the API, never stored beyond sync window. Illinois SOPPA + BIPA written‑consent workflows shipped.

PCI‑Aware

Hospitality & restaurants

Card data is never stored, never logged, never proxied. PCI scope minimization is a build constraint, not a checkbox.

BAA · DPA · MSA

Contracts ready to sign

Mutual NDA, MSA, DPA, and BAA templates available pre‑demo. Reviewed by IL K‑12 SaaS counsel; vertical‑specific addenda on request.

Book a Walkthrough

See your industry —
live, in 30 minutes.

We'll connect to a sandbox or your training environment, run your last 30 days of inbound through the classifier, and show you exactly what the morning briefing looks like for your operation. No slides. No recordings. Live.

No commitment required
Bring your IT lead — we'll answer the hard questions
We work around your schedule
Industry sandbox or your data — your choice

Request a Walkthrough

We'll reach out within 1 business day.

You're on the list.

We'll be in touch within one business day to schedule your live walkthrough.