Built, tested and running.

18 systems that took repetitive work off real teams: recruiters, account managers, executives and sales teams. Step into their shoes, then see what changed.

Philippine manpower agencyUS executive coaching firmRegional online marketplace
18case studies, and we keep building. Names are kept private; every result is real.
Case study 01 · Philippine manpower agencyWorkchestra client

Every applicant in one fair, traceable pipeline

Each recruiter keeps their own sheet and form, with different questions. Leads get assigned by hand, and nobody can see who interviewed whom.

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Case study 02 · Philippine manpower agencyWorkchestra client

A workforce dashboard that refreshes every hour

Your team updates a 21-tab workbook by hand every day. You want this month against last month, and nobody has time to build it.

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Case study 03 · Regional online marketplace

Ad click to CRM in under 60 seconds

You run paid ads. Someone downloads the forms, pastes them into a sheet, picks a rep and builds the CRM record. Leads wait hours.

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Case study 04 · US executive coaching firm

CEO scheduling handled from one place

You coach dozens of clients and schedule them all over email. Your preferences live in your head, and threads quietly stall.

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Case study 05 · Regional online marketplace

802 at-risk accounts messaged in one run

You carry hundreds of accounts. By the time you notice a subscriber has stopped using their credits, the renewal talk has become a winback.

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Case study 06 · Regional online marketplace

Company research done in under 2 minutes

Before every first call, you Google the company, check maps, its website and socials. That's 20-30 minutes per company, and calls still start unprepared.

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Case study 07 · US executive coaching firm

One list to review everything the AI prepared

AI runs triage your CEO's inbox and calendar every hour, but their work lands as rows in a database. Reviewing it means digging through pages.

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Case study 08 · US executive coaching firm

3 TB of recordings moved, $0 in licenses

Your video account is full. Cloud recording is switched off, and seven years of client sessions sit on a plan sized for a fraction of them.

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Case study 09 · Regional online marketplace

Every WhatsApp lead answered, qualified and warm

Around 100 ad leads reach you each day. By the time a rep replies on WhatsApp, many have forgotten they signed up.

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Case study 10 · Regional online marketplace

Weekly ad reports that write themselves

You run ads in two markets. Every week you copy numbers out of Ads Manager, campaign by campaign, and still can't say why results moved.

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Case study 11 · Regional online marketplace

A mastersheet that updates itself every day

Every day you spend 1-3 hours running VLOOKUPs to merge three systems into one sheet. When you're on leave, it doesn't get updated.

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Case study 12 · US executive coaching firm

Session summaries checked before coaches see them

You record every coaching session. Turning long transcripts into commitments and next agendas is slow, and early AI summaries stated things nobody said.

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Case study 13 · Internal team

Speak a voice note, get an email draft

You spend 2-4 hours a day on email. The thinking is fast. The typing, formatting and editing are what eat your day.

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Case study 14 · Regional online marketplace

Fresh, checked lead lists in two markets

You spend hours on Maps and websites hunting emails and checking registrations. Then about half your list turns out to be existing customers.

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Case study 15 · Regional online marketplace

Every sign-up form checked in under 2 seconds

You run a campaign and sellers sign up. Before anyone can call, someone checks each name by hand. Sometimes a rep calls a paying customer anyway.

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Case study 16 · Regional online marketplace

Month-end performance review in one click

Every month-end, 4 people spend up to 2 days pulling numbers, checking incentive math and waiting on your approval.

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Case study 17 · Internal team

Every Slack request acknowledged and scheduled

You're the only one who can build automations, so requests land in Slack all day. Each one pulls you out of deep work.

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Case study 18 · Regional online marketplace

Expert articles in English and Cantonese, on schedule

You need expert tips articles for two markets, in two languages, each with its own tone and featured merchant. Writing them by hand doesn't scale.

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