ImplementationAdoption storyFor: Business operations · IT and service desk

Cisco built its own AI assistant: 96,000 users at about $10 a month each

Cisco says its in-house assistant costs about $10 a user a month and saves staff 5 hours a week. The cost has no breakdown and the hours no method.

At a glance

Company
Cisco · Technology and software · 5,000+ employees
Team and use case
Business operations · AI tool rollout; Shadow AI control
Tools
In-house AI assistant (built by Cisco), Azure OpenAI, Google Gemini, OneDrive
Stage
Scaled across teams, since 2024 (project started late 2023)
Results
  • Users of the assistant: 96,000+ (first quarter of 2026)
  • Employee adoption: 90% (base not stated)
  • Hours saved a week, per person (company figure, no method): 6 for engineers, 5 for other employees
  • Employees who believe it saves them time: 79% (internal polling)
Cost
About $10 a user a month, per Cisco's chief automation officer. What that covers (model usage, hosting, the build and support team) is not disclosed.
People
Not disclosed: no account of roles changed, where saved hours went, or who reviews the assistant's output. The chief automation officer says he keeps a person in control except on low-value tasks where a mistake is acceptable.
Evidence
Company claim, no method

The company states a result without saying how it was measured.

What this leaves out: Every figure is Cisco's, given to CIO.com for a feature tied to an award. The hours saved have no baseline, period or method; the one measurement described is an internal poll. The $10 has no breakdown, and the 96,000 users exceed the 82,400 employees in Cisco's annual report.

Cisco's in-house AI assistant had more than 96,000 users in the first quarter of 2026, with 90% employee adoption, and costs the company about $10 a user a month, chief automation officer Srini Namineni told [CIO.com](https://www.cio.com/article/4189683/ciscos-in-house-ai-assistant-is-a-jack-of-all-trades.html) in a feature published on 3 July 2026. The company says the tool saves engineers an average of six hours a week and other employees five.

Why Cisco built instead of blocking

When ChatGPT and similar consumer tools arrived in late 2022 and early 2023, Cisco's leaders debated banning them because staff could paste company data into them. "Instead of blocking it, let us give them a secure alternative," Namineni said. The project started in late 2023 and has been open to employees since 2024. It began with models from Azure OpenAI and Google Gemini; Namineni says a new one can be added within a couple of weeks.

  • Staff use one tool for general questions, coding help and HR tasks such as booking leave without logging in to another system.
  • A feature called My Projects lets them upload their own datasets to secured OneDrive folders and ask questions of them, and the assistant can search internal Cisco documents.

The $10, worked through

At about $10 a user a month, 96,000 users come to about $960,000 a month, or about $11.5 million a year (960,000 × 12). Microsoft 365 Copilot lists at $30 a user a month on [Microsoft's pricing page](https://www.microsoft.com/en-us/copilot/pricing/enterprise), read for our [tools tracker](https://modelsatwork.news/tools) on 14 November 2026; the same 96,000 users at list price would be $2.88 million a month. What a company of Cisco's size would pay Microsoft is not public.

The article does not say what the $10 includes. Model usage bills, hosting and the salaries of the team that builds the assistant are not broken out, so it cannot be compared like for like with a licence.

The hours, the headcount and the catch

The five and six hours a week are "according to the company", with no baseline, period or method. The only measurement described is internal polling: 79% of employees believe the assistant saves them time, 72% say it raises productivity and 71% say it improves the quality of their work. Five hours a week is about 21.7 hours a month (5 × 52 ÷ 12). UKG, which also gave AI tools to its whole workforce, has published figures that come to [0.6 to 1.7 hours a person a month](https://modelsatwork.news/article/ukg-12000-employee-built-ai-agents-hours-saved-24000-then-8500-a-month-under-two-hours-per-person), also without a method: two self-reported company-wide figures that differ by 13 to 36 times.

The user count is larger than the payroll. Cisco had approximately 82,400 employees on 25 July 2026, according to its [annual report](https://www.sec.gov/Archives/edgar/data/858877/000085887726000132/csco-20260725.htm) filed on 2 September 2026. CIO.com does not say whether the 96,000 users include contractors, or what the 90% is a share of.

On the people side, the article does not say whether any role changed, where the saved hours went or who checks the assistant's output. Namineni said of handing work to it: "I am not ready to let go of 100% control unless it's a low-value activity where I'm OK with it making a mistake because it does make mistakes." The annual report records a restructuring plan announced in the quarter to July 2026, with charges of up to $1 billion, "to invest in key growth opportunities including silicon, optics, security and AI"; the filing does not mention the assistant.

Amy Loomis, a group vice president at the analyst firm IDC quoted by CIO.com, said the design reflects Cisco's size and engineering capacity, and that other companies can copy the decisions without the build: give staff a governed tool before unapproved ones spread, and keep a person accountable for what the assistant does.

What to do if you run an AI programme

  • Before the next renewal, ask finance for your all-in AI assistant cost per active user per month: licences plus usage bills, divided by people who used it in the last 30 days. Set it against Cisco's $10 and the $30 list price.
  • If engineering proposes building your own, ask for the price with the build and support team's salaries included. Cisco's figure does not say whether it includes them.
  • IT: if you still block consumer AI tools without offering an approved one, name the approved one this quarter.
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Cisco says its in-house AI assistant had more than 96,000 users in early 2026 and costs about $10 a user a month, against a $30 list price for Microsoft 365 Copilot, and that it saves staff five to six hours a week (CIO.com, 3 July 2026); the cost has no breakdown and the hours no method. Before our next renewal we should know our own all-in cost per active user per month.

Questions to ask

  1. What does our AI assistant cost per active user per month, counting licences and usage bills and only people who used it in the last 30 days?
  2. If we built our own, what would it cost per user with the build and support team's salaries included, and how many users would we need for that to beat a licence?
  3. How would we measure hours saved other than by asking people whether they feel faster?
  4. Who is counted as a user: employees only, or contractors too, and what is the adoption percentage a share of?
  5. Which tasks may the assistant complete without a person checking, and who signed off that list?

The arithmetic

Monthly cost = users × cost per user per month. Saving against a per-seat licence = users × (licence price per seat − your cost per user), counting the same things on both sides.

Cisco: 96,000 users × about $10 = about $960,000 a month. The same users at Microsoft 365 Copilot's $30 list price = $2,880,000 a month, a gap of $1,920,000. Cisco did not say what its $10 includes, and the price a company its size would pay Microsoft is not public, so the true gap cannot be worked out.

Questions this article answers

How much does Cisco's internal AI assistant cost per user?

About $10 a user a month, according to chief automation officer Srini Namineni in a CIO.com feature published on 3 July 2026. Cisco has not said what that figure covers.

How many people use Cisco's in-house AI assistant?

More than 96,000 users as of the first quarter of 2026, with 90% employee adoption, CIO.com reported. Cisco's annual report counts approximately 82,400 employees on 25 July 2026, and the article does not explain the difference.

How many hours does Cisco say its AI assistant saves?

An average of six hours a week for engineers and five for other employees, according to the company. No baseline or method is given; internal polling found 79% of employees believe it saves them time.

Why did Cisco build its own AI assistant instead of buying one?

Namineni told CIO.com that leaders debated blocking ChatGPT-style tools over the risk of staff entering company data, and chose to offer a secure internal alternative. It started in late 2023 with models from Azure OpenAI and Google Gemini.

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