All of it runs on a CompanyOS that SAF Productions owns outright, built on the studio’s own numbers.
With CompanyOS, SAF Productions:
- Catches billing mismatches at wrap: what a crew member was promised against the invoice they sent
- Drafted a $293,940 series budget from intel scattered across email and text threads
- Has an overwatch on every job: the system reads the production’s email, answers the team on Telegram and flags what was promised and not yet sent
- Is seeding a bid engine with its strongest archived jobs, so every bid starts from everything that came before
- Extends the system itself: the producer builds his own tools on top of it
Who is SAF Productions
SAF Productions is a commercial production company based in Los Angeles and Santa Fe, New Mexico with credits from Apple, Toyota and Coca-Cola to Universal, for agencies like 72andSunny, BBDO and DDB. The studio already works with AI-assisted production on the creative side, delivering broadcast spots through hybrid workflows.
A studio like that lives and dies by its bids, its wraps and its books. Which is exactly where the business ran on memory and paperwork.
The challenge
The margin is made or lost in the bid, and the intelligence lived in one head. Every shop runs bidding the same way:
- Every bid started from zero. Rebuilt from scratch, from memory, template by template.
- The cost intelligence was one person. Decades of bidding, producing and learning from shortcomings, all in the executive producer’s head. Fast, but not transferable, and not compounding.
- Wrap is where margin goes to die. Every purchase order reconciled by hand, backup collected, the master document assembled manually.
- The books lagged the job. QuickBooks categorized automatically, and the true margin surfaced at quarter-end, if at all.
The solution
A CompanyOS, built with the producer at the keyboard. bosio.digital built SAF Productions a CompanyOS: a company AI operating system on Claude Code and Claude Cowork, in short working sessions on the studio’s own machine.
The studio’s numbers became the system’s memory. Union and non-union rate cards, vendors and typical quotes, markup logic, bid history and the producer’s own voice: what lived in one head is now permanent context.
Verification against the whole workflow. Because the system sees the whole job, from emails to the wrap master, it can check the books against what actually happened. “Claude went back in and matched all the QuickBooks coding to the actual wrap, and corrected it,” says David Safian.
A wrap skill that learns from its own mistakes. When an early edit of the wrap master dropped backup pages, that failure became a permanent rule: after any change, the page count and table of contents are checked before the file is accepted.
The bid engine, now in build. Bidding is the most time-consuming work in production. SAF is seeding the engine with ten to fifteen of its strongest archived jobs, outliers included, covering every scope.
An overwatch on every job. The system reads the production’s email and answers the team on Telegram about milestones, timing and what is due. It caught an updated casting David had promised a client that nobody else knew about.
Next in build: a private Slack channel per job that sees only that production.
The tenth bid should be smarter than the first.
The outcome
The wrap. For a national brand campaign, the system built a 557-page wrap master covering 59 purchase orders and edits it surgically: change one PO, and the other 556 pages stay untouched.
The books. The campaign’s expenses had been auto-coded into the wrong categories, so the P&L showed about $3K of cost of goods sold on a six-figure production. Matched line by line against the wrap, the true figure was $166K.
The next bid. When an agency package lands, the first pass already exists, so the producer spends the bid window on what to pad, where to sharpen and how to win it.
The set stays human. The drudgery becomes intelligence.
“It will give me a tremendous amount of freedom to be creative as opposed to doing busy work.”
David Safian · Founder & Executive Producer · SAF Productions
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