AI That Takes Admin Off Your Operations Research Analysts
Companies lose analyst time documenting models and explaining results to managers. 12² builds documentation and summary templates plus code assist in the team's environment, with analyst review.
Model Documentation Assistant · From $4,500 + $349/mo, by team size · proposed estimate · It says it is an automated assistant whenever it talks to someone directly, and your team reviews what it drafts before it goes out.
Ai for operations research analysts: the short answer.
12² builds AI for companies with analytics teams that takes routine work off their operations research analysts: drafting model documentation from code and notes, turning scenario outputs into plain-language summaries, and drafting routine data-prep code for review. It runs inside the tools you already use, and your team reviews anything that goes out.
Sources
- General coding evidence, not a study of this job: developers with GitHub Copilot finished a set programming task 55.8% faster in a controlled trialarxiv.org
- General office-writing evidence, not a study of this job: in an RCT, ChatGPT cut professional writing time 40% and raised quality (Noy & Zhang, Science 2023)news.mit.edu
Research figures above describe the cited studies, not results 12² promises. Results vary. Disclosures
Where the hours go now.
Drafting model documentation from code and notes
Companies lose analyst time documenting models and explaining results to managers.
Turning scenario outputs into plain-language summaries
Rebuilt from scratch each time, usually at the end of the day.
Routine data-prep code
Written up by hand, one at a time, after the real work is done.
What it handles, and what it never does.
What it handles
- Drafting model documentation from code and notesIt drafts model documentation from code and notes.
- Turning scenario outputs into plain-language summariesIt turns scenario outputs into plain-language summaries.
- Routine data-prep codeIt drafts routine data-prep code for review.
- Keeping a decision logIt keeps a decision log.
- Hand-off to your teamAnything that needs a person goes to the right person, with the details attached.
What it never does
- Make up a price or a factIt works only from the documents, records and price lists you give it. Anything it can't find goes to your team.
- Promise a resultQuestions about outcomes go to the person who does the work.
- Pretend to be a personIt says it is an automated assistant whenever it talks to someone directly.
- Send anything on its ownDrafts wait for your team's approval before anything goes out.
Built and tested on your own work.
Before handoff, we run your build on your own real examples and fix anything that misses.
- Tested on your own workBefore handoff, we run your build on your own real examples and fix anything that misses.
- Retainer, then balance on deliveryRetainer up front. Work starts once the retainer is paid; the balance is due on delivery when the agreed test cases pass.
- Fixed price, scope and timelineAll three in writing before work starts. The timeline is set in your quote.
- What 12² buildsDocumentation and summary templates plus code assist in the team's environment, with analyst review.
- How it connectsWe confirm how it connects to the tools you already use on the first call and write it into your quote.
Related solutions: BI Report Drafting Assistant · Consulting Research & Deck Assistant · Analysis Reporting Assistant · all solutions
See also: all industry packages · pricing
From $4,500 + $349/moSetup + monthly, by size. The monthly fee covers monitoring, fixes and re-tests for your package as your templates, documents and staff change. AI and software usage is billed at cost. Proposed starting estimates by team size, not fixed prices; the final price is in a written quote.
- Small: Small firm (1-10 staff)From $4,500 + $349/mo. The core build for 1-10 staff: documentation and summary templates plus code assist in the team's environment, with analyst review. Proposed estimate. Small tier; monthly covers hosting, monitoring and fixes.
- Mid-size: Mid firm (11-50 staff)From $9,500 + $750/mo. Everything in Small firm, for more users, inboxes and calendars, with hand-off rules set for each role. Proposed estimate. More users, locations or integrations.
- Enterprise: Large firm / enterprise (50+ staff)From $25,000, custom quote. Everything in Mid firm, across locations or departments, with system integrations and a security review scoped in your custom quote. Proposed estimate floor; scope, integrations and security review set the final number. No cap.
- Retainer up front Work starts once the retainer is paid; the balance is due on delivery when the agreed test cases pass. Scope, price and timeline are agreed in writing before work starts.
- You own itThe accounts, scripts, templates and data sit in your name. You can leave at any time.
- Compliance and dataCompany data confidentiality; no data in public tools.
- Not professional advice12² builds software and automations. It is not a licensed professional in your field, and your team makes every professional decision. Disclosures
Straight answers.
Will AI build our models?
No. Analysts build and validate models; AI drafts documentation, summaries and routine code.
How does payment work?
Retainer up front. Work starts once the retainer is paid; the balance is due on delivery when the agreed test cases pass.
How long does it take?
Timelines are set per project in the quote, after we see your systems and volume.
Are these prices final?
No. They are proposed starting estimates. You get a written custom quote after a short scoping call.
Tell us how you handle routine data-prep code now.
A few lines is enough. If it's a fit we'll say so, and if it isn't we'll tell you why.
- You'll hear back within one business day12² reads your note and replies about your project.
- A free 20-minute callHow the work runs now, what gets missed, and what your team needs from it.
- A fixed quoteYour size, scope, date and price in writing before any work starts.
Prefer email? Write to [email protected]
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