Solutions by team
AI for business teams, organised by who owns the work
An AI workflow succeeds or fails on ownership. Somebody has to decide what it may do, check its output and fix it when it is wrong. Start from the team that will own the job day to day, see which other teams feed it or rely on it, and open the use case that shows how it runs.
Team × job matrix
Who owns, feeds and uses each AI job
- Owns
- Runs the job day to day, approves changes to it and answers for its quality.
- Feeds
- Supplies what the job depends on: content, data, rules or approved wording.
- Uses
- Works with the job’s output or receives the cases it hands over.
All teams shown: 12 jobs.
Answer routine customer questions
- SupportOwnsDecides the topics, owns the help centre and runs the weekly transcript review.
- MarketingFeedsKeeps product pages and launch notes current, since answers cite them.
- SalesUsesReceives pre-sales questions as handoffs with the thread.
Order status and returns
- SupportOwnsOwns the return policy wording and the refund queue.
- OperationsFeedsKeeps order and carrier data flowing into the lookup.
Support in several languages
- SupportOwnsSwitches a language on only after a fluent reviewer signs off.
- MarketingFeedsSupplies approved product terms and tone for each market.
Answer and route inbound calls
- SupportOwnsSets the transfer rules and reads the call summaries.
- OperationsFeedsMaintains opening hours and the on-call rota the agent reads.
- SalesUsesGets sales calls transferred with a summary of what was asked.
Qualify and route new leads
- SalesOwnsWrites the scoring rules and owns every lead once it is routed.
- MarketingFeedsOwns the forms and campaigns the leads arrive from.
Research accounts before a call
- SalesOwnsApproves each sourced brief and every outreach draft before use.
Follow up and nurture
- MarketingOwnsWrites the sequences and keeps the consent rules.
- SalesUsesPicks up replies and booked calls, not the whole sequence.
Produce short videos every week
- MarketingOwnsBriefs each batch and signs off every video before it posts.
- SupportFeedsPasses on the questions customers keep asking, which make good briefs.
Book and remind appointments
- OperationsOwnsOwns the calendar rules: services, buffers, staff and holidays.
- SupportUsesHandles the reschedules and requests the assistant hands over.
Read documents into fields
- OperationsOwnsClears the review queue and sets the matching rules.
Keep the CRM in sync
- OperationsOwnsDecides which system wins each field and reviews conflicts.
- SalesUsesWorks from deduplicated records with the source of each field.
- MarketingUsesBuilds segments from the same cleaned records.
Answer staff questions from SOPs
- OperationsOwnsOwns the SOPs and who may see which document.
- SupportUsesAgents check policy mid-conversation instead of asking a lead.
Teams with no part in a job are left off its card.
Solutions by team
Choose the team that owns the work
Customer support
Deflection that sticks, handoffs with full context and a weekly transcript review.
Customer support in the matrix above, of 12 jobs:
- Owns
- 4
- Feeds
- 1
- Uses
- 2
Sales
Speed to lead and research prep, with every message to a prospect approved by a rep.
Sales in the matrix above, of 12 jobs:
- Owns
- 2
- Feeds
- 0
- Uses
- 4
Marketing
Video and content pipelines that stop at a brand review gate before anything publishes.
Marketing in the matrix above, of 12 jobs:
- Owns
- 2
- Feeds
- 3
- Uses
- 1
Operations
Documents, reconciliations and hand-offs between tools, with run logs your team can read.
Operations in the matrix above, of 12 jobs:
- Owns
- 4
- Feeds
- 2
- Uses
- 0
Method
How team ownership shapes the build
Start from the owner, not the tool
An AI project with a sponsor but no owner tends to stall. The sponsor wants the outcome, but nobody is named to approve the knowledge base, review a sample of outputs or switch a topic off when it misbehaves. Choosing the owning team first answers those questions before any code is written, and it decides where the work lands: in the helpdesk for support, in the CRM for sales, in the review queue for operations.
One owner per job, other teams around it
The matrix gives every job exactly one owner. Other teams either feed it, by keeping the content, data or rules it depends on current, or use it, by receiving its output and its handoffs. That split goes into the proposal as named people, so a stale help article or a changed qualification rule has someone whose job it is to fix it.
What changes for the owning team after launch
- A short weekly review of sampled outputs replaces ad hoc spot checks.
- Rules, topics and thresholds sit in a table the team edits, not in a prompt only a developer can change.
- Exceptions arrive as tickets, tasks or queue items with the context attached, in the tool the team already works in.
- A small set of agreed definitions is reported against your own baseline, not against industry averages.
When a team page is the wrong place to start
If the hard part of your problem is the sector, such as health records, bookings or property portals, start from the industry pages. If you already know the exact task, go straight to the use case. Team pages are for the person who will own the workflow and needs to know what it asks of their team.
FAQ
Teams: questions buyers ask
Which team should own an AI workflow that touches several departments?
The team that answers for the result when it goes wrong. For a support assistant that is support, even if marketing writes the product pages it cites; for lead routing it is sales, even though marketing owns the forms. We name one owner in the proposal and list the feeding teams beside it, so nobody assumes someone else is checking the output.
Do we need a separate assistant for every team?
Usually not. One assistant can serve support and sales on the same chat widget with different topics, rules and handoff destinations, and several workflows can share a CRM connection or a knowledge base. What stays separate is ownership: each job has its own rules table, its own review and its own owner, even when the plumbing is shared.
What about HR, finance or IT teams that are not listed?
Finance sits with operations here, because its AI work is documents, matching and approvals. HR and IT are not offered as packaged team pages yet. The jobs they would use, such as answering staff questions from internal policies, are covered on the use-case pages, and we can scope them on a call like any other workflow.
How is a team page different from a use-case page?
A use-case page explains one job: the steps, the systems, the guardrails and the rollout. A team page is written for the person who will own several of those jobs. It covers what the team has to look after, which measures to report and what to check before buying, and it links to the use cases that fit.
Who from the owning team needs to be involved while you build?
Three people, mostly in short sessions. The owner approves scope and signs off the pilot. Someone hands-on, such as a senior agent, rep or analyst, helps write the test set from real past cases and reviews early outputs. An admin grants the system access each step needs. Everything else runs on our side.
Can two teams share the same knowledge base or data connection?
Yes, and it can be cheaper. The access rules decide what each workflow may read: the support assistant cites public help articles, while the internal assistant on the same index also sees SOPs limited by role. Each team still reviews only its own outputs, so a shared connection never means shared accountability.
Next step
Have a workflow in mind? Let’s scope it together.
Book a free 30-minute strategy call. Bring one process you want to automate and we will talk through scope, integrations and a sensible first step.
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