A data bureau, built from scratch on Cygnus
Cygnus is a big part of the reason DPS exists at all
- One piece of software for the whole job. A two-person bureau that offers the complete data processing suite in-house, with nothing farmed out.
- Confident enough to bet the business. John and Sam founded DPS knowing Cygnus could match anything a bigger bureau or in-house team could do.
- Serious volume, tiny team. 35 million records processed and mailed since March 2024, including a record 2.5 million in a single month.
- Every job, the same standard. From 2,000-record postcards to campaigns of 600,000 and beyond.
The company
DPS Direct is a data bureau. In plain terms, clients hand over their raw data and John and Sam turn it into something clean, accurate and ready to power a campaign. What makes DPS unusual is how much they take on with so few people, and how much they clearly care about getting it right. John and Sam have spent their working lives in data and started DPS to do it their own way, to their own standards.
Building a bureau from scratch
Starting a data bureau from scratch is a bold thing to attempt right now. The skill is getting rarer, not more common, and most outfits only do a slice of the job: one service just does cleaning, another only does processing with the tricky parts sent off elsewhere. John and Sam wanted the opposite. They set out to offer the whole thing, done properly and in-house, without ever shipping a client’s data out of the building to fill a gap. For a team of two, that only works if a single tool can do everything with one piece of software.
“Cygnus is the industry standard, without a shadow of a doubt. You really can’t do this job now without it.”
John Knight, Co-founder & Director, DPS Direct
Cygnus as the heartbeat
That software is Cygnus. It was the first thing they set up when they founded DPS, and it runs through everything the bureau does. He has used it for more than twenty years and still talks about it the way a craftsman talks about a favourite tool. John calls Cygnus his blank canvas that lets him do whatever a job throws at him “a complete data processing department in a box,” and that is the whole idea. Processing, personalisation, quality checking and advice, all in one place, run by two people, with nothing farmed out.
Where the care goes in
John treats every file like a story. “You know how it starts, you know how it ends, and you’ve got to create the story in the middle.” A job begins with a proper health check: finding duplicates, people who have moved, people who have sadly passed away, and addresses that will never arrive. The analysis is free, and because DPS is not tied to any one supplier, John simply matches each client to the cheapest option.
He also catches things nobody asked him to look for. On one job for a big, well-known brand, he found genuine obscenities buried in the data and quietly stripped them out before they could land on someone’s doormat, or worse, in the papers. As he puts it, you are representing a business by the quality of the data you send out on its behalf.
Then the real craft starts: splitting data into segments, if it’s a charity it might mean building personalised ask amounts from someone’s giving history, generating raffle numbers a million at a time with no room for error and writing the logic that turns messy name fields into a greeting that actually reads properly. Cygnus is what makes all of this possible, and it is where John’s fussiness earns its keep. The step he is proudest of is his proofing script, which surfaces every version of a mailing so a client can check the entire job in about thirty records rather than trusting the first few. “If that’s good,” he says, “your 200,000 is probably going to be good too.”
“Each data has its own language. Cygnus lets me dissect that language, and come the next job, I know exactly what to expect.”
John Knight
It’s working
Since launching in March 2024, DPS has processed and mailed 35 million records, with a record 2.5 million in a single month, all with a team of two. Jobs run from little 2,000-record postcards up to campaigns of 600,000 and beyond, and they treat them all exactly the same. Speed helps, but what really keeps clients coming back is trust. One new client arrived nervous and haggling over price, then relaxed the moment she saw the work.
Why it matters for other bureaux and in-house teams
If you run a data bureau, or a data team inside a bigger business, and you are juggling half a dozen tools or sending data out for the parts you cannot do yourself, DPS is proof there is another way. One software solution, deep enough to run the whole thing in-house, at volume, without dropping your standards or your margin. You do not need a big team. You need the right heartbeat.