Inside DigiSign's AI Content Studio: shipping generative AI to production
The build story of DigiSign's Gemini-backed Content Studio: one-line briefs, 336 templates, a human on approve, and why the boring parts were most of the build.
Twelve checks that separate a partner from a vendor: production proof, IP terms, demo cadence, engineer access — and the questions most buyers forget.
Choose a software development company on evidence, not adjectives. Twelve checks do most of the work: something real running in production, unambiguous IP transfer, a demo cadence you can hold them to, direct access to the engineers, and straight answers on cost, maintenance, and what happens when you leave. Every check below is verifiable before you sign.
We're a software development company, so read this knowing where it comes from: product engineering is our largest practice, and we have watched closely what buyers regret. The pattern is consistent — projects rarely fail on technology. They fail on ownership, visibility, and incentives, which is exactly what this checklist interrogates.
Use it literally. Put the twelve items in a column, your shortlist across the top, and demand evidence — not assurances — for each cell.
The first three checks separate firms that ship from firms that present.
Every engagement ends eventually — well or badly. These three checks decide which.
By the time a failing project looks failed, the budget is gone. Visibility is the early-warning system, so buy it deliberately.
Software's real life starts at launch. The last three checks test whether the firm has ever lived with its own decisions.
A few answers save you the remaining eleven checks. A price quoted confidently in the first meeting, before anyone has asked what your systems look like. Reluctance to put IP transfer in plain words. No product or system they operate themselves — builders who have never carried a pager for their own code price running costs from imagination. A portfolio of screenshots with no live URLs. And pressure to sign quickly, which in software procurement means exactly what it means everywhere else. None of these guarantees a bad project; each one, historically, correlates.
Production proof you can touch. A reference you choose. The actual team, named. IP yours in writing. Access from day one. A defined exit. Fortnightly working demos. Engineers you can talk to. A written, assumption-visible estimate. A running-cost number. Security in specifics. A stack others could inherit.
Score your shortlist honestly against those twelve, and the decision usually makes itself — the field thins faster than you'd expect. And any firm worth hiring will happily be examined this way; being on the receiving end of these questions is, itself, the thirteenth check.
Written by Dynamb Technologies — the team that builds and runs DigiSign.
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The build story of DigiSign's Gemini-backed Content Studio: one-line briefs, 336 templates, a human on approve, and why the boring parts were most of the build.
What retrieval-augmented generation actually fixes, the four signs you don't need it, typical build and run costs in India, and the data hygiene that halves the quote.
Tell us what's slow.
We'll tell you what we'd build — and what it costs to run.