Notes from Day 1 of Support Driven Leadership Summit 2023 Oakland.
Two Heads Are Better Than One: How AI Can Work Together with Human Agents to Provide Superior Customer Support
Andrea Silas
- AI is here
- threat or not? to support, thinking about replacing, or non-customer facing situations; should be more augmenting
- harness the power: external and internal solutions; what need to think about as leaders
- what problem are we solving?
- situation: large team (150), lost of recent hires, complex technical product
- current practice: recorded knowledge, lots of workflows, live assists from non-recent hires
- our AI-based solution: TS assist (tech support)
- goal: augmentations: reduce handle time, increase self-reliance and FCR, free up higher-level resources
- does not replace team members, assistors
- what is it? smart browser extension, not an app
- based on open AI models: GPT 3.5/4, embedding models
- trained on our recorded knowledge,
- collects and filters info: knowledge base, internal troubleshooting docs, incident tracker, etc.
- summary of request, potential solutions: summary per channel and relevant sources
- optional components: composer: voice/tone/knowledge level, translator, interactive conversation (TBD)
- not a chatbot, external facing, complex situations
- developers at roots = CEO support, built-in wiggle room for internal projects, not a daunting sustaining work, tailor-made for us, legacy/home-grown platforms means integration is hard, technical complexity
- POC instead of full-on production: quick to iterate, reduce resource needed
- small team: dev, head of support, testers, support QA (later), trainer/knowledge coordinator (later)
- learnings: talk to your team: threat or benefit? recruit involvement interest, stress their role: help me help you!
- may not have internal team to do development
- data review: data exists, AI can’t use all data, manual processing of assist data, AI will help here too eventually
- manage ambitions: strictly POC only, focus on value not features: iterations, later phases, dev vs. support needs
- AI is happening all over the company: check for overlaps, does it affect support? could it contribute to later phases?
- be aware of resource usage process: planning, “interest” vs. real availability, product resourcing
- create a business plan
- learnings: testers: further iterations validation, possible dedicated role scoping, make testing/feedback easy, variety of testers of ability/experience and usage type, reluctance to participate: figure out why, create a solution; better messaging, facilitate testing, creating time
- process validation: make the digest digestible, make sure it’s not too slow or too much info, auto/marketing vs. human, need to be more refined
- legal stuff: OpenAI has good privacy policies but not enough, new technology means involving legal early with protect privacy (PII), proprietary info
- stuff outside your control: be aware of outside forces (such as Zendesk forced upgrade)
- know your own: needs, system, process, resources, funding, technology
- how are you utilizing AI in your support organization?
When Work Doesn’t Fit the Mold, a Chief of Staff Steps In
From Advocates to Allies: Unleashing Human Potential in AI Support
Panel: Moderator: David Sudolsky (Boldr), Chyngyz Dzhumanazarov (Kodif), Panelists: Michael Dang (Nom Nom), Chirs Murray (Babylist)
- more people using AI and automation being used interchangeable, but not the same; AI has ability to constant learning, automation is for repeated/routine tasks. AI uses recognition to respond.
- delight CX
- allows you to focus more on the customer, be more customer-centric
- help go through large backlog, save time for team members
- not going to change everything, change the way how we get information, near future hire for creativity, etc.
- when solving the same issues over and over, think about what more can do, can have the AI help build solutions
- need to give people to the time to look into it
- the technology enables us to do more
- can create new jobs
- how do you measure performance, ways to delight; right now, tend to measure on volume of tickets: the hope is to displace the time, do need to show value. Push brand loyalty, find the metric, such as lifetime value of a customer. Monitoring change.
- Have some ideas of how to test/measure beforehand, and comparison later
- make sure you have executive buy-in
- preparing: technical: make sure the data is clean, processes are consistent, coming to an ultimate single source of truth is ideal, important to put guardrails in place
- low effort, high impact use cases: example of if told a customer that previously inquired that a service is back
- best thing you can do is talk to vendors, give them feedback
- guardrails = teach it what not to say through prompt engineer, not answering random questions or questions about competitors; see different use cases from different customers
- enable support agents to solve issues faster, once confident, can push some of them to customers if repetitive
- communicate the scope of the project, not full AI replacement, getting better, but generations away from that
- advocate for your team to executive about upskilling
- “people first” AI is there to help people, focus on the people, create a great environment
- “bring your people along” have others ask questions of the vendors, the more they know, the less scared they will be
- prepare!
Lunch
Crafting ROIs for Key Initiatives with Aimiable
Panel: Moderator: Olga Gemonova (Aimiable), Panelists: Travis Brace (Grindr), Ryan Klausner (Who Gives a Crap), Charlotte Ward (Snowplow), Kevin Yang (Idiomatic)
- [missed part of this because another session went over]
- reduce churn
- in-person event
- attribute incredibly low, highest level of engagement
- CX highest movement to other teams
- automating: how much save
- 20% cost when there’s turnover
- challenges: isn’t getting to ROI calculation, can automate one-touch; lack in-house resources
- can look at cost and attribute to each team, help them prioritize
- What is the company’s goals? Growth, retention, profitability, etc.; even with positive ROI, difficult to spend money on things that aren’t directly tied.
- ask finance to help build business case. Can even brainstorm the different ways are.
- it’s about retention and employee engagement and happiness: lock in learning and development budget
- everything people learn can have “shockwaves” across the team and company
- we want to be aligned with the company’s goals, but hired for as SMEs, part of it is reminding that the team is important
- shouldn’t have to calculate for everything
- focus is delivering in budget and contributing to the company goals
- conference attendance: one example is one travel/conference per year, budget is built in for internal and external events
Resilient Leadership: Navigating Layoffs and Reduced Budgets
Matt Dale
- CXO consultant
- tech layouts 2022-2023: it’s tough out there
- Step one: buy yourself time to think (and freak out a little bit), maybe talk to someone who isn’t at your company, sounding board
- Step two: understand the “why” behind the ask; what are we trying to accomplish with the company? long-term or temporary tightening?
- Step three: build a plan. Can’t do something well without a plan. Look into alternatives, be creative!
- Define your essential services. What’s the nice to have?
- Prioritize the right customers. If you have a free tier, how to serve them, give them options, but also focus on paid customers. Consider adjusting SLAs.
- Optimize your tools. What can you do to make your employees’ experience? Get a better ROI. Better integrations. Single screen, instead of multiple, bringing in tools to ticketing system.
- Optimize your product. See where issues are happening. Example: improved in-product contextual help.
- Step four: Get buy-in from company leadership. Make sure you’re using the right language, tie it back to what you’re accomplish. Consider kicking things down the road.
- Step five: Communicate with your team. Effective frequency. Generally 7 times hear about it before get it. Have 4 points to focus on.
- Lead with empathy. Something to always be doing, but especially during a crisis. Immediate human response is how it’s affecting “me”.
- Share transparently, as much as possible.
- Show you have a plan. Don’t like uncertainty, so best to provide a plan.
- Talk through changing priorities and expectations. Need to understand the “why” behind it.
- Listen to feedback and concerns. Need to listen to what can be addressed. As a leader, you’re the representative of your team to the company and vice versa.
- Give clear updates as the situation changes. Continue that cycle, listen, make changes.
- Not guaranteed success, but your job is the best to reduce stressful as much as possible, be a buffer.
Balancing Parenthood and the Workspace: Navigating Boundaries and Advocacy
Erica Seamster
- something we talk a lot about, but normally in passing, and not usually on a platform
- pandemic highlighted a lot of the challenges of parents
- many started advocating and setting personal boundaries, because had to, but want to continue
- Why: 40% of the labour force are parents with a child under 18, increases employee morale and loyalty, increases productivity and satisfaction, enhances diversity and inclusion efforts
- during pandemic, 1/3 of all working moms left their jobs; probably have a deficit in the workforce still
- challenges face by parents: balancing work and family responsibilities, lack of flexible work arrangements, bias and stigma against working parents, inadequate parental leave, they are tired
- carrying many of these things as mental load, in some cases physically
- raise awareness: highlight personal stories of employees juggling work and parenting, if you’re a leader at your with kids, share your boundary setting experiences
- allow a couple minutes of chit-chat at the beginning of meetings, ask how they’re doing
- parent-focused ERG: representation and visibility, networking and mentorship for those that may not normally interact, resource sharing and support, feedback mechanism, influence organizational policies, (author note: executive sponsorship can make a big difference in getting traction)
- promote and demonstrate flexibility: remote and hybrid options, flexible PTO, emphasize results not hours, async work
- create inclusive parental policies: advocate for extended and gender-neutral parental leave, encourage paid leave for both primary and secondary caregivers, present benefits of on-site children services, transition plans – pre and post leave
- lead by example: public calendars, take time off, talk about your experiences, demonstrate empathy
- measure your success: establish key metrics (employee satisfaction, retention rates), conduct surveys and feedback sessions and be transparent about the results, continuously adapt policies based on feedback