Case studies
Production metrics from operational desks
Four of our eight private beta design partners are trading desks, a telecom provider and a freight carrier. These are the numbers from their own deployments so far.
$4,200
Saved on one parcel dispute
68%
Lower software overhead
18 months
Audio indexed in an afternoon
2 hours
To resolve a freight claim
Polished diamond trading
Recovering $4,200 on a single audio transcript
Rough diamond trading
Retaining five years of broker deal history
Mobile telecommunications
Cutting support software overhead by 68%
High-value freight logistics
Settling a cargo insurance claim in two hours
Case 01 · Polished diamond trading
Recovering $4,200 on a single audio transcript
4 seconds
To locate audio transcript
$4,200
Recovered on one parcel
The situation
Diamond brokers negotiate prices by recording voice notes on WhatsApp in Dutch, English, and Gujarati. When a buyer contested a previous quote on a four point two carat stone, the broker had no easy way to pull the exact audio recording from his personal handset.
What they connected
They linked their broker WhatsApp accounts directly to the unified search index.
What changed
Speech recognition transcribed the multilingual audio into searchable text records. The team searched the parcel weight, located the exact quotation in four seconds, and proved the original price of $1,240 per carat.
A client claimed we quoted $1,140 per carat on a 4.2 carat parcel from May. The search pulled the exact WhatsApp voice transcript in four seconds, confirming $1,240. That saved us $4,200 on the spot.
Pieter Van den Bosch
Managing director, Diamantclub Trading NV
Case 02 · Rough diamond trading
Retaining five years of broker deal history
80
Daily voice memos indexed
3 days
Replacement broker onboarding
The situation
Brokers at the exchange issue eighty voice memos daily to close rough parcel transactions. When senior staff members resigned to join competing firms, their complete conversation history and supplier negotiations disappeared with their physical SIM cards.
What they connected
The operations team linked WhatsApp and Signal channels across the entire brokerage floor.
What changed
Eighteen months of historical audio memos were converted into indexed text across one afternoon. Incoming brokers took three days to review historical pricing data and take over active client accounts.
Our brokers send eighty voice memos a day across WhatsApp and Signal. We pulled eighteen months of unindexed audio into CommunicationOS in an afternoon. Every carat specification is searchable now.
Youssef Benali
Chief operating officer, Hoveniers Diamond Exchange
When two senior brokers left the desk in June, their five-year deal histories stayed in our workspace instead of walking out with their SIMs. Onboarding their replacements took three days.
Bram De Smet
Partner, Pelikaan Precious Metals
Case 03 · Mobile telecommunications
Cutting support software overhead by 68%
68%
Reduction in software costs
14
European markets supported
The situation
A prepaid mobile operator manages subscriber support inquiries across fourteen European nations. Their previous customer support software charged penalty fees for extra message volume whenever network incidents generated large spikes in incoming tickets.
What they connected
They routed WhatsApp, Messenger, SMS, email, and Microsoft Teams through the platform.
What changed
Flat pricing per connected account replaced the variable ticket surcharges. Support agents handle subscriber questions across forty-two languages using live translation tools without opening separate translation tabs.
We route customer support across fourteen European markets. Moving off per-ticket billing lowered our software overhead by 68% and kept our customer records reachable across departments.
Marc Linden
Head of infrastructure, Lebara Mobile Group
Case 04 · High-value freight logistics
Settling a cargo insurance claim in two hours
2 hours
Insurance dispute turnaround
Every one
Deleted messages kept on arrival
The situation
Forwarding valuable freight requires temporary group chats between cargo drivers, customs inspectors, and port handlers. When a valuable consignment arrived late, a transport contractor deleted their dispatch timestamp from the shared group conversation to avoid late penalties.
What they connected
They connected Telegram and WhatsApp operations chats into the compliance archive.
What changed
The immutable system log retained the original post, including the deleted dispatch timestamp and photographic inspection records. The insurance carrier accepted the verified archive records and settled the claim within two hours.
We track high-value transport manifests across Telegram and WhatsApp. Deleted messages kept in the audit log resolved an insurance dispute on a delayed parcel within two hours.
Ananya Mehta
Logistics director, Meir Secure Logistics, Antwerp
Additional verification available
These case studies come from private beta deployments and the partners named in them agreed to the figures. We add operational reviews as more installations finish their compliance periods.
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