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
- Built a 557-page wrap master covering 59 purchase orders in under an hour, a job that took two people five to eight days, with the page count verified after every change
- Cut the first round of numbers on a bid from three days to hours
- 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 Santa Fe, New Mexico and Los Angeles 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. Thirty years 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. Crew rate cards (union and non-union), the vendor list with typical quotes, markup and contingency logic, canonical numbers, bid history, and the producer’s own voice for client-facing writing: everything that used to live in one head, built once as permanent context.
Verification against the whole workflow. Because the system runs the job end to end (the emails, the meetings, the purchase orders, the receipts, the wrap master), it can check the books against what actually happened. “QuickBooks automatically coded things,” as David Safian puts it. “Claude went back in and matched all the QuickBooks coding to the actual wrap, and corrected it.” Not found money: verified books.
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 thing a production company does. SAF has archived every wrap it has ever produced, so the engine is being seeded with ten to fifteen of the strongest jobs, outliers included, covering every scope. The first proof already exists: the $293,940 series budget, drafted from scattered threads in SAF’s numbers, with SAF’s vendors.
An overwatch on every job. The system reads the production’s email and talks to the team on Telegram: anyone can ask about milestones, timing and what is due, and it sends the reminders, including the updated casting David promised a client that nobody else on the team knew about. Next in build: a Slack channel per job, with an AI coworker loaded with that production’s schedule, crew list, vendors, budget state and POs, guardrailed to see that job and nothing else.
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 in under an hour, work that used to take two people five to eight days, and edited 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, and the P&L showed about $3K of cost of goods sold on a six-figure production. The system matched every line to the actual wrap and corrected the coding, category by category, with the memo trail intact: the true $166K, visible without waiting for the accountant.
The next bid. The first round of numbers used to take three days; now it takes hours. When an agency package lands, the first pass already exists, so the producer spends the bid window where the money is: what to pad, where to sharpen, how to win it.
And the craft stays human. This system runs the business behind the camera: the bids, the paperwork, the books. The set stays human.
The set stays human. The drudgery becomes intelligence.
Everything belongs to the studio: the system, the context, the skills, the data, running in-house on its own machine. Rate cards and margins never leave the building.
“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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