System integration examples

Every Monday morning, partners get a one-page email digest of billable hours against target, unbilled work, invoices past 60 days and new matters by practice area, pulled from billing, accounting and the CRM into a live Google Sheets dashboard.

When an engagement is signed in the CRM, the automation creates the client in the accounting software, builds a Google Drive folder tree, adds recurring tasks to the practice board and sends a welcome email, so each bookkeeping client is set up within a day.

Each month, a kindergarten network's billing is built from enrollment records: one itemized invoice per family with siblings, discounts, lunch and after-hours care combined. Large changes wait for the bookkeeper's approval, and the rest go out with a card payment link.

Every night after close, the brasserie's card and cash tips from the POS are combined with each person's clocked hours and the role points in the tip policy. Shares land in a Google Sheets ledger, and a weekly payroll CSV is produced automatically.

A trucking company's GPS platform reports when each truck enters and leaves a customer's site. The automation logs the times on the job, calculates waiting time and adds a detention charge with GPS timestamps when it passes the contract's free time.

Purchase orders from supermarket chains arrive as PDFs and spreadsheets in a shared inbox. An extraction step reads stores, dates, item codes and quantities, maps each chain's codes to internal SKUs and creates the sales order in the ERP, with exceptions held for review.

Every status change in an independent gym's membership software, from expiries and freezes to unpaid balances and renewals, pauses or restores the member's access card within a minute. A refused scan triggers a WhatsApp explanation with a fix link, and a nightly check catches mismatches.

Every registration, roommate change or cancellation rebuilds the rooming list in the hotel's own Excel template. The updated file replaces the shared copy the hotel's group desk works from, and the desk gets a one-line email describing what changed.

A mid-size accounting firm closed 120 sets of client books through spreadsheets, email threads, and daily status meetings. We built a close orchestration system that assigns every task, verifies completions via API, and escalates blockers — cutting the close from 12 days to 4.

Digital marketing agencies often lose a week between winning a deal and starting work. Here closed-won triggers everything: the project board, a branded welcome email with a scheduling link and an auto-compiled client brief, so kickoffs typically book about five days sooner.

Caregivers check in and out of each visit through a geofenced mobile link. Verified hours flow straight into timesheets, payroll exports, and client invoices, while any mismatch between schedule and reality is flagged to a coordinator before the billing run — not after.

Referral networks of 40 or so agents often run on memory, WhatsApp threads and goodwill until fees start souring relationships. End-to-end referral tracking runs from intake form to CRM deal to auto-calculated invoice to settled payout, and fee disputes typically drop to zero.

Supplier invoices are OCR'd the moment they arrive and matched line-by-line against purchase orders and goods-received notes. 94% post to the ERP without a single keystroke; only true mismatches reach a human, with the discrepancy already highlighted.

Every closed-won deal tagged to a partner now calculates its own commission by tier, rolls into a branded monthly PDF statement and posts a payout record to accounting. Partners track earnings on a live dashboard, and payouts run in two days.

Candidates from multiple sources are collected, enriched and ranked against each role's real requirements. Recruiters open a scored shortlist instead of forty browser tabs — and outreach is personalized automatically.

An evening training institute keeps its master course schedule in Google Sheets. When the coordinator changes a session's date, time, room or lecturer, the calendar event every enrolled student and the lecturer already have updates within minutes, with a note on what moved.

Each night, sales, labor hours and waste from all five branches of a café chain are combined. At 7 AM the owner and branch managers get one email and WhatsApp summary, with any branch over its labor or waste target flagged at the top.

Every night the automation reads each truck's odometer and engine hours from GPS telematics and compares them with the service plan. Trucks nearing a service get a workshop booking, a blocked day in dispatch and a WhatsApp note to the driver.

Each paper job traveler carries a QR code that operators scan on a shop-floor tablet when an operation starts or ends, entering good and scrap quantities. Every scan updates the job's row on a Google Sheets production board the office can check at any time.

Last week's bookings and attendance for a yoga studio's 40 classes land in Google Sheets each Monday morning. Fill rate, late cancellations and no-shows are calculated per class and per teacher, and the owner gets a one-page email flagging classes that stay under 40% full.

When the sales coordinator changes guest count, menu or setup, the kitchen and floor leads get a summary of what changed with the updated event order and confirm with one tap. Unconfirmed changes escalate after four hours, and late changes need manager approval.

The moment a new hire appears in a client's HR system, the automation collects their benefit elections, runs eligibility checks, and delivers enrollment files to every carrier — closing the gap where new employees used to start work uninsured.

Every night, a pipeline pulls spend from Meta, Google and TikTok, matches CRM orders back to their source campaigns and refreshes a live dashboard showing true cost per customer. Within a quarter, brands typically cut wasted ad spend by around 27%.

The moment a radiologist signs off a report, Make matches it to the referring physician, delivers it through their preferred channel — secure email, fax, or portal — logs the read receipt, and escalates anything still unread after 48 hours.

At a brokerage with 25 or so agents, commission day often means spreadsheets, arguments and eleven-day waits. The whole chain runs automatically, from closed deal to split calculation to statement to accounting entry, so every agent sees an accurate payout statement the same day.

Paid orders no longer print as a paper stack. They batch into picking waves by warehouse zone and carrier cutoff, land on pickers' tablets in walk order, and every line is barcode-confirmed — cutting picking errors by 81%.

A payments infrastructure startup watched new integration partners sign up, then stall for weeks before their first API call. We automated the whole onboarding path — sandbox keys, quickstart docs, a dedicated Slack channel — and cut time to first call by 78%.

A departure triggers the full checklist automatically: access revoked across fourteen systems, equipment return scheduled, payroll and benefits notified, exit survey sent — with a live status view for HR and IT.

By 7 AM the automation combines yesterday's jobs from the TMS, GPS kilometers and idle time, and fuel card transactions into a one-page email digest with on-time rate, empty kilometers, fuel use and revenue per truck, plus the trucks that missed a target.

At the customer's site, the installer fills a phone form with measurements, wall type, fixing method, finish color and photos. On submit, a Google Drive job folder and a measurement sheet PDF are created, and a drawing task lands on the drafter's board.

Clients request mid-term policy changes — a new car, a new driver, an address change — through a guided form. The automation validates the change, updates the management system, notifies the carrier and sends confirmation documents, all without touching an agent's desk.

Scrapers watch 1,200 competitor SKU pages overnight, diff every price against yesterday's, and land a 6:30am digest with repricing suggestions ranked by revenue impact. The team now responds to competitor moves in about four hours instead of two weeks.

Every night, Make syncs inventory across all branches, flags products approaching expiry, and picks the best exit for each: markdown labels, a transfer to a branch that sells the item faster, or supplier return paperwork — routed straight to the right branch manager.

Fast-growing franchises often hire agents faster than they can onboard them, with three weeks of paperwork before anyone can sell. One signed contract triggers document collection, account provisioning and a WhatsApp training drip, so new agents are typically field-ready in four days.

An omnichannel shoe retailer's owners spent every Monday assembling numbers instead of acting on them. We built a pipeline that unifies POS and web data and has AI write a plain-language trading brief, delivered on WhatsApp at 7:00 — eight hours of weekly reporting, gone.

A bootstrapped SaaS was gaining customers in markets its two support agents couldn't read. We built a real-time translation layer inside their helpdesk — with a protected product glossary — so the same small team now supports customers in nine languages.

A role approved in the ATS now publishes itself to twelve job boards and social channels in five minutes, each with a tracked apply link — so every application flows back source-tagged and the agency finally knows which channels deliver.

An engineer submits a change request with part numbers, the new drawing revision and the reason. It routes to engineering, quality and purchasing in turn, and on final approval the ERP BOM is updated, old drawings are pulled and planners see affected work orders.

Every month, policy and claims data is pulled from the admin system, validated against each carrier's schema rules, and compiled into submission-ready bordereaux automatically — with only genuine exceptions surfaced for human review. What took three days now takes three hours.

Real estate brokerages often spend a full day each month wrestling agent commissions out of spreadsheets and still field disputes. A rules engine computes every split, issues branded PDF statements and exports to payroll in about fifteen minutes.

Home sleep-test kits are tracked through dispatch, activation, and return with courier integrations and escalating WhatsApp reminders. Returned device data files itself to the correct patient study, and the clinic always knows exactly where every kit in the fleet is sitting.

Letting agencies handling eighty move-ins a month can take five days to screen each applicant, and the best tenants sign elsewhere. Document collection, credit and background checks, scoring and decision letters run in one Make flow, typically cutting screening to six hours.

A packaging supplier's reps spent days emailing quotes back and forth. We built a self-service portal where buyers assemble their own quotes with live tiered pricing, e-sign, and convert straight into ERP orders — cutting quote-to-order from three days to 25 minutes.

Messy customer CSVs were the number-one cause of stalled onboardings at a B2B SaaS. We built an import pipeline where AI maps mismatched columns and normalizes formats automatically — cutting import errors 87% and keeping engineers out of spreadsheet rescue missions.

The moment an offer is signed in the ATS, the placement fee is calculated from that client's negotiated terms, the invoice is generated and sent, and the guarantee period starts tracking itself — with rebate alerts if the candidate leaves early.

When a job is marked shipped, the system pulls the quoted hours and material, actual labor from the time clock, and material and subcontract costs from the ERP, then calculates the job's margin. A weekly report ranks jobs by margin gap and flags overruns.

Transaction monitoring alerts are auto-enriched with customer history, prior dispositions, and open-source checks the moment they fire, then AI-ranked by risk — so analysts open a complete case file, not a raw alert, and clear the queue three times faster.

Home goods brands that retype every product into Amazon, eBay, Etsy and local marketplaces by hand end up drowning in mismatched prices. One master sheet becomes the single source of truth and syncs every channel automatically, typically cutting listing errors by about 96%.

Scheduling a procedure that needs insurer pre-approval now triggers a flow that assembles clinical notes, imaging reports, and billing codes into a complete prior-auth packet, files it with the payer, and chases the request until a decision lands.

Portfolio operators with a few hundred rentals can lose nineteen days of rent every time a unit turns. An automated make-ready board sequences cleaning, repairs, paint, photos and relisting, with vendor tasks on SLA timers and daily blocker escalation, so turns typically take seven days.

New trade customers of a building-materials wholesaler waited six days for credit terms — and often bought elsewhere meanwhile. We digitized the application, automated registry and payment-history checks, and routed files to approvers with a recommended limit. Approval now takes a day.

On the first of every month, logged developer hours are validated against budgets, grouped by contract terms and compiled into itemized invoices — a partner approves each one on Slack, and billing that used to take three days is done in 40 minutes.

The minute an interview ends, the interviewer gets the scorecard link on Slack — and gets chased automatically until it's filled. Compiled debrief packets reach hiring managers before every decision meeting, with 92% of scorecards submitted inside 24 hours.

Overnight, bank feeds across every client account are aggregated and reconciled, and by 7am each client's controller has a cash dashboard in their inbox — balances, movements, a rolling forecast, and automatic alerts on anything unusual or trending toward a shortfall.

Quick-service restaurant chains often launch promos slowly and barely measure them. Automating the full lifecycle, with channel-unique codes pushed to email, SMS and social and POS redemptions feeding a live cost-per-redemption dashboard, cuts setup from two days to about twenty minutes.

Nightly flows now match card settlements, insurer remittances, and cash entries from five branches against the practice ledger. Clean matches clear automatically and mismatches land on a short morning exception list — turning month-end close from a nine-day forensic project into one day.

Licensed property management agencies can spend days each month matching trust account bank lines to rent and owner payments by hand. A nightly reconciliation auto-clears matches and flags exceptions to the bookkeeper by morning, typically cutting month-end close to one day.

Every paid order is now split by SKU and routed to the right supplier's system in 45 seconds, with a two-hour confirmation watchdog that escalates anything unconfirmed. Nothing silently stalls, and tracking flows back to the store automatically.

Daily API usage now streams into a billing pipeline that applies tiers, prorations and committed-use discounts automatically. Finance reviews clean draft invoices instead of building them, anomalies are flagged before customers see them, and billing disputes have dropped 76%.

A fintech's background checks used to crawl through inboxes for twelve days per hire. We built an orchestration layer that collects consent, orders every check through vendor APIs and chases statuses automatically — closing checks in three days flat.

Calendar events, emails, and task logs are matched to client codes automatically, producing draft timesheets that partners confirm in a twenty-minute weekly review — so billable work stops evaporating between the moment it happens and the moment it's invoiced.

Sporting goods retailers often discover broken product feeds only after campaigns die. Nightly validation across an 8,500-SKU catalog, AI-optimized titles and attributes for Google Shopping and Meta, and instant alerts on disapprovals keep disapproved products near zero.

Four hundred daily faxes are OCR'd and classified by AI into referrals, results, records requests, and pharmacy queries, matched to the right patient, and routed to the right department queue automatically. Nobody sorts paper anymore, and urgent items surface in minutes.

Regional property management groups often run on Friday exports and Monday spreadsheet marathons. The CRM, accounting system and maintenance desk sync into one live KPI dashboard, refreshed hourly with anomaly alerts, typically cutting Monday reporting from two hours to fifteen minutes.

Every parcel is now rate-shopped across five carriers by weight, dimensions and destination. The winning label prints itself within seconds, tracking lands back on the order, and the brand shaved 14% off its annual shipping spend without switching a single contract.

Instead of a six-week scramble before the audit, Make now pulls SOC 2 evidence on a schedule — access reviews, backup logs, training completions — filing everything into a structured audit folder and pinging owners only when something is missing.

A multi-site manufacturer's referral program existed on paper — posters, forms, unpaid bonuses. We rebuilt it on WhatsApp: employees refer in 30 seconds, get automatic status updates, and bonuses hit payroll at each milestone. Referral hires tripled within a year.

Partner travel agents submit trip details through a short form; our automation rates the policy, sends a payment link, issues the documents, and delivers everything to the traveler on WhatsApp — the entire cycle done in about 60 seconds.

Beauty products distributors often take wholesale reorders by phone tag and WhatsApp screenshots. A portal with account-specific pricing and one-click reorder from purchase history sends orders straight into the ERP, and around 71% of reorders typically become self-served.

Connected blood-pressure cuffs and scales stream home readings into rule-based screening. Out-of-range values open a prioritized nurse task with trend context within minutes, while stable patients get automated encouragement to keep measuring — so problems surface at home, before they become emergencies.

Property managers signing fifteen owners a month often onboard each one through scattered emails and memory. One tracked flow orchestrates the whole intake, from documents, keys and meters to ledger, bank and listing, so new properties are typically under management within forty-eight hours.

Supplier packing lists and invoices are now parsed the moment they arrive and compiled into a customs-ready file — HS codes, values, origin declarations — that reaches the broker before the container sails. Clearance delays are down 75%.

GDPR gives a consumer app 30 days to answer every data request — and manual scrambling across six systems kept blowing the deadline. We automated the entire DSAR flow, from identity verification to audit trail, hitting 100% on-time responses.

An industrial temp agency spent three days a month turning timesheets into invoices and payroll — with errors in both. We built one Make scenario that runs approved hours through rate cards into invoices and payroll files. Billing day now takes four hours.

Fleet managers submit driver additions through a self-service portal; the automation runs license and record checks, updates the carrier schedule, and confirms coverage back to the client — driver changes that took days now go live within an hour.

Multi-location restaurant groups often update every price change by hand across the website, delivery apps and Google, about three hours of copy-paste per change. Here one master sheet drives them all, and an edit propagates everywhere in about four minutes, logged.

Every night we pull EHR access logs across twelve clinics and cross-check each event against role permissions, patient assignments, and employment status. Anomalies alert the compliance officer within minutes, and the monthly audit report compiles itself — signed in two hours, not two weeks.

Short-stay hosts managing 20 or so listings often update prices by hand across Airbnb and Booking.com, usually late and usually flat. A nightly pricing engine reads occupancy, events and seasonality, then pushes fresh rates and minimum stays to every platform automatically.

A consignment boutique spent two days a month untangling who sold what. We connected the POS to a consignor registry that attributes every sale in real time and generates itemized monthly statements automatically. Settlement day now takes 15 minutes.

A freemium developer-tools SaaS was burning thousands a month on compute consumed by fake accounts and multi-account rings. We built real-time signup screening with automatic rate-limiting and a friendly verification path — cutting abuse-driven costs 64% without punishing legitimate users.

Interviewers at a cybersecurity scale-up were losing five hours a week writing up interviews. We connected their video calls to an AI pipeline that transcribes each conversation and files structured notes and a draft scorecard within ten minutes.

Beneficiary updates that once crawled through three weeks of printed forms now run through a guided digital flow with identity verification and e-signature, filing automatically to the carrier — policyholders get confirmation within two days, fully documented.

Technical staffing agencies lose days posting jobs one board at a time and reading CVs one by one. Automating the funnel with simultaneous publishing, CV parsing and scoring into the ATS, and a 48-hour client digest typically halves time-to-shortlist.

Developers selling several projects at once often track unit availability in spreadsheets that are always a day behind. The CRM, project websites and broker channels sync in real time, so double-holds are blocked, expiring holds auto-release and everyone sees one truth.

Every flash sale used to cost this lifestyle e-tailer two days of manual setup and a morning of cleanup. We built an orchestrator that launches prices, banners and messaging from one approval — and reverts everything when the clock runs out.

At a 300-person scale-up, buying software took three weeks of email approvals — so employees just swiped company cards instead. We built a request flow with instant license-overlap checks and parallel security and budget approvals, cutting approval time to three days.

A 200-employee food manufacturer closed payroll through phone calls, paper notes and Excel guesswork. We moved input collection to validated WhatsApp forms with automatic HRIS merging, and the monthly close now finishes three days faster with almost nothing to correct.

When a life application needs a paramedical exam, the automation books the appointment through scheduling links, runs a reminder ladder to the applicant, and chases the lab for results — cutting no-shows 55 percent and weeks off underwriting.

An appliance store kept losing shopping-ad sales to silent feed disapprovals — some SKUs sat invisible for weeks. We built hourly feed monitoring that auto-repairs common errors and resubmits them. Disapproved SKUs dropped 90%, and shopping revenue rose 19%.

A scale-up hiring several engineers a month kept greeting them with missing laptops and half-created accounts. We wired the HR system to a provisioning workflow that handles accounts, licenses, hardware and schedules — making 100% of hires productive from day one.

New hires at a mid-size accounting firm faced a stack of pension and insurance paperwork — and HR faced the re-keying. We replaced it with one guided form that syncs validated elections to four providers, cutting enrollment errors by 90%.

New payroll clients onboard through an automated portal that collects employee data, tax forms, and bank details with validation on entry, then syncs everything structured into the payroll platform — first payroll run in three days instead of a month.

A housewares chain kept charging register prices that didn't match the shelf — refunds, arguments, inspector risk. We connected ERP price changes to per-branch label queues, electronic shelf labels and scan-verified swaps. Mismatches dropped 96% across seven branches.

Preparing for ISO 27001, a SaaS company found departed employees' accounts still active weeks after exit. We built a sequenced revocation triggered by the HR system — every account across 22 tools goes dark in 15 minutes, with a timestamped audit log as proof.

Six subsidiaries, one HRIS, and a directory that never matched reality. We built a sync layer that propagates every joiner, mover, and leaver to Google Workspace, the phone system, and the org chart — with a nightly drift report catching anything odd.

A lease application now flows through credit data collection, contract generation, e-signature and asset registration in a single automated pipeline. What took a week of manual handoffs between sales, credit and legal now completes in 24 hours — often less.

A toy retailer's bookkeeper spent six hours a week matching POS and web sales to processor payouts and bank deposits. We built an overnight three-way matching engine with itemized fees and gap tickets. The weekly ritual now takes ten minutes.

A 200-person tech company was paying for software seats nobody had opened in months. We built a monthly audit that compares real usage against paid licenses, asks owners on Slack, and downgrades unclaimed seats — reclaiming $3,900 every month.

Employees quit to grow elsewhere while recruiters paid agencies to fill roles insiders could do. We built AI matching between every new opening and employee skills profiles — with private nudges — lifting internal fills from 9% to 28% of all roles.

The moment a mortgage application is approved, the valuation is ordered from the right panel appraiser, tracked against SLA, chased automatically when overdue, and filed into the loan file the minute it lands — no coordinator spreadsheet, no forgotten orders.

An auto-parts distributor maintained 400 customer-specific price lists by hand — so most were stale. We built a pipeline where any ERP cost or tier change regenerates the affected branded PDFs and delivers them by email and WhatsApp. All 400 refresh in eight minutes.

Eighty client environments, multiple backup platforms, and no way to prove it all worked. Now every job result funnels into one nightly pipeline: failures become prioritized tickets in five minutes, repeats escalate, and each client gets a branded monthly report.

Doctor's notes from 900 drivers used to travel by hand, fax, and depot pigeonhole. Now employees snap a photo on WhatsApp; OCR extracts dates and diagnosis codes, books the absence in the HRIS, updates payroll, and archives the original.

A gourmet gift-basket company was drowning every holiday season: bundle orders hid dozens of components, and pickers improvised. We built an engine that explodes bundles into zone-sorted kitting work orders. Throughput jumped 2.4x, and component oversells stopped entirely.

An e-signed proposal used to start four hours of copy-paste setup. Now it triggers everything at once — repository, templated milestone board, client Slack channel, kickoff meeting and billing plan — and the full project workspace is live in ten minutes.

A metal fabrication plant kept discovering labor-law violations only after payroll ran. We connected its time clocks to a real-time rules engine that warns shift managers before any worker crosses a legal limit — and violations dropped to zero.

An electronics components distributor kept discovering supplier price hikes months late — at stocktake, when the margin was already gone. We built a pipeline that parses every incoming price list and diffs it against ERP costs overnight. Leaks now surface in a day.

An IoT device manufacturer processed warranty returns through long email threads — photos, serial numbers, labels, all requested one message at a time. We built a portal-driven RMA flow with automatic warranty validation and status updates, cutting cycle time 61%.

A distributed software company kept missing birthdays and work anniversaries across 14 countries. We built an HRIS-driven flow that orders gifts from local vendors, generates personalized cards and nudges managers — so every one of 500+ yearly milestones gets celebrated.

Selling on four channels from one warehouse, a consumer electronics brand oversold about 30 orders a month — refunds, penalties, angry reviews. We built near-real-time stock sync across every channel, with automatic reorder drafts, and oversells hit zero.

Headcount requests at a construction group crawled through email for three weeks before anyone could post a role. We automated the requisition chain — budget checks, ordered sign-offs, full audit log — and approved roles now go live within 24 hours.

A data analytics startup's cloud bill arrived once a month — and every month it held surprises. We built a daily cost pipeline that breaks spend down by team, detects anomalies, and pings the owning engineers the day something misbehaves.

A delivery company was spending ₪40K a month on job boards with no idea which ones produced drivers. We wired tracked links and ATS outcomes into a cost-per-hire dashboard — spend fell 40% while hiring stayed at 45 a month.

A software consultancy's coding-test stage crawled: manual invites, forgotten chasing, scores retyped into the ATS. We automated the whole loop — instant invitations, reminders, score sync, and pass rules that auto-advance candidates — cutting the stage from nine days to two.

A customer-support outsourcer could phone-screen 60 candidates a week — nowhere near demand. We moved first interviews to structured one-way video with AI recap cards, so candidates record at midnight, recruiters review in six minutes, and screening capacity quadrupled.