Column: Your Business Has Lots of Ideas on What To Work On. Here’s How To Decide on What’s Next.

Irina Kukuyeva, PhD
Irina Kukuyeva is a fractional chief data officer, helping companies grow with product-market fit by leveraging data to make their customers happier. In her spare time, she mentors founders and data professionals and enjoys long-distance running.
Column: Your Business Has Lots of Ideas on What To Work On. Here’s How To Decide on What’s Next.
Photo by Ahmed Zayan on Unsplash

It's just a few months into a new year — and you're already overwhelmed with resolutions and ideas you should be working on; but how can your team effectively prioritize projects and test out new ideas?

Here's one best practice, derived from "The Lean Startup" and my 10 years of expertise helping companies scale with product market fit, to help you in your product development or personal growth.


Get on the Same Page about Priorities and Scope

First, make sure you're working toward the same goal. This is one of the biggest challenges companies of all sizes have: teams with seemingly different goals and priorities need to collaborate to deliver a product. Whether you're half of a company working on your product -- or half of a team doing so, here's one way to get alignment that also builds rapport.

Start by having everyone contribute ideas, from most immediate to those pie-in-the-sky outcomes, to the backlog of the company-wide product board. What does success look like for your product in the next 3-6 months? How about for the next 2-3 years? And keep coming back to this step, adding new ideas and evaluating existing ones based on what you'll learn later in this process.

To minimize risk, extend your runway, and identify better directions to take, simplify each brainstormed idea into the smallest first step you can take towards this goal. It should be relatively straightforward to implement (such as a waitlist sign-up page in a Google Form), which will allow you to judge if there's enough demand in the market before it's fully built. We'll call this simplified solution the minimum viable test (MVT).

When everything is high priority, nothing is. One way to select the most viable, simplified idea is to quantify: (1) how much easier other ideas on the list become once this one is complete, (2) the potential profit/mission impact of the change, (3) the effort it would take to test it, and (4) the data required to see if it worked. (Considering the impact of a project indirectly accounts for wide customer reach. Why? If you don't solve the actual customer pain point and create value for your customers, they'll stop using your product.)

One rule of thumb to prioritize ideas is: sorting by those with the largest impact, then by smallest time to deliverable and most data availability, breaking ties by picking ideas that will make other goals easier to accomplish. The first item in the sorted list is your MVT -- and now everyone's on the same page that this is the direction you're going in next.

Agree on What Success Looks Like

This is the second biggest challenge: teams with different ideas on what the outcomes look like.

You and your team are on the same page about your goal and you know what you're testing; now you need to know who'll lead development, and who the key stakeholders are — the ones using this idea to actually create the impact. Work with them on what the test will actually look like once it's built (including inputs, outputs and technical details), how the outputs will be used to make the impact, and how you'll measure it -- to help you decide whether the idea is actually worth pursuing.

The success criteria should be based on: (1) how long you want the test to run, (2) what metric(s) can best summarize what you're looking for and what happened, (3) what the baseline currently is, and (4) what the metric should look like at the end of the experiment.

Build a Test with Clearly Defined Goals

You decided what your MVT looks like and now you get to create it.

Once the MVT is built, share it with a small number of customers to see what is and isn't working by checking your metrics every day, for the duration of the experiment. This makes it more manageable to do damage control when things don't work exactly as expected and catch any customer frustrations early. If you skip this step and something's not working, you won't know about it, your stakeholders may be blindsighted, and customers will go elsewhere.

Let Your Test Decide Next Steps

Now that the experiment is over, take 5-15 minutes to do a post-mortem on the process and results, discussing: what worked, what didn't work and what you'd do differently next time.

Here's a quick flowchart to help you decide what to do next:

You designed the MVT with clearly defined goals. Did you meet or exceed them in the time frame projected? If yes, then go ahead and share the MVT with more customers, monitoring metrics and responding to customer requests, as before. Share the MVT with more and more of your customers, as it continues to meet expectations — until it reaches 100% of your customers. Continue monitoring and responding to requests, as before. Once your MVT reaches 100%, it's time to get on the same page about scope and priorities for the next MVT, whether that's the next iteration of this idea -- or the first iteration of a new one.

More often than not however, the MVT won't meet the metrics specified in the time frame expected. I've found that the most common reasons tend to be: ambitious metrics, ambiguous customer value, changes in customer preferences, or errors in implementation (of MVT, its dependencies, or metric computations). A post-mortem will help you do better next time, as you and your team go back to prioritize and scope down the next iteration of this cycle.

As you go through this cycle, you'll find that different steps take longer to complete than others; some may feel as if you're stuck there forever. It's all part of the process. Skipping steps can end up with the cycle taking longer, creating more customer frustration, and missing revenue projections.

Here are two examples that walk you through how to apply this framework to:

  • Make the most of your company's annual planning retreat here;
  • Kick-start your fitness journey here.

Now you have a framework to help prioritize your ideas, align your team, minimize business risk and (hopefully) feel less overwhelmed. What idea will you test out next?

Additional Resources

    • Consider an Opportunity Solution Tree for continuous product discovery
    • You can incorporate this cycle into your product market fit journey. Here's a slide deck and recording on my talk guiding you through how to think about, benchmark and improve your product market fit.
    How to Navigate LA Tech Week 2026

    🔦 Spotlight

    Happy Friday, Los Angeles.

    Next week, hundreds of tech events will take over the city, bringing founders, investors, engineers and creators together from October 12 through 18.

    Calling LA Tech Week a conference does not quite capture the experience.

    Presented by Andreessen Horowitz, Tech Week is a decentralized collection of panels, workshops, demonstrations and gatherings hosted independently by startups, venture firms and technology companies. There is no convention center or central stage. The programming stretches from Santa Monica and Venice to Culver City, Downtown, El Segundo and beyond.

    In other words, the city is the venue.

    AI remains the dominant theme for 2026, appearing across enterprise software, healthcare, finance, media and the creator economy. The schedule also reflects industries where Los Angeles has built a particular advantage, including aerospace, defense, robotics, advanced manufacturing, entertainment and consumer technology.

    That range is what makes LA Tech Week distinct. It brings together the software companies shaping what comes next with the industries that already define Southern California.

    The challenge is deciding where to show up.

    Our advice: apply early and organize your schedule by neighborhood. Crossing from Santa Monica to Downtown may look manageable on a calendar created by someone who has never driven in Los Angeles.

    To help you spend more time meeting people and less time crossing the city, we have organized each day’s events by location:

    You can also browse the complete official LA Tech Week calendar.

    Plan carefully, but do not fill every minute. The best conversation of the week may be the one that was never on your calendar.

    More from this week’s LA startup and venture scene below.

    🤝 Venture Deals

      LA Companies

      • El Segundo-based Gallatin AI raised a $50M Series A from new and existing investors including 8VC and Silent Ventures, bringing its total funding to $70M. The defense technology startup will expand its engineering team and advance Navigator, an AI platform that helps U.S. military units coordinate vehicle readiness, supplies, medical logistics and other mission-support operations. - learn more
      • Pasadena-based quantum computing startup Oratomic raised a $475M Series B at a $5.4B valuation, just three months after its Series A. ARCH Venture Partners, Spark Capital, Khosla Ventures, Index Ventures, General Catalyst and Bezos Expeditions co-led the round, bringing Oratomic’s total funding to $775M as it works toward a commercially viable, fault-tolerant quantum computer by 2030. - learn more
      • Torrance-based Fortastra raised a $30M Series A led by First In, with participation from Upfront Ventures, Space Capital, Rsquared, Side Door Ventures, ATX Ventures and existing investors. The company will use the capital to develop its next-generation maneuverable spacecraft, expand its engineering and operations teams and scale production of systems designed to protect critical assets in orbit. - learn more
      • Parallel Systems raised a $100M Series C led by AVP, with participation from Hillspire, Agility Global, Cobalt Capital, Anthos Capital, Congruent Ventures, Riot Ventures and Collaborative Fund. Founded by former SpaceX engineers, the company will use the funding to scale production and commercial deployment of its autonomous, battery-electric Panther rail vehicles, which are designed to make short-haul freight more competitive with trucking. - learn more
      • Gaming studio Gardens Interactive secured more than $35M in a Series B led by Lightspeed, with participation from Sequoia Capital, Index Ventures, Accel, Innovation Endeavors, Zenith Capital and other investors. The company will use the funding to launch and operate its debut social role-playing “strandbox” game, an evolving multiplayer world shaped by players’ actions and interactions. - learn more
      • Outer Spaces raised an $8M pre-seed round led by Upfront Ventures, with participation from Unlock Venture Partners, Mucker Capital and Genius Ventures. The startup is developing outdoor furnishings with integrated solar panels and batteries, turning backyards into sources of clean energy and backup power. - learn more
      • Furientis raised a $25M seed round led by Benchmark at a reported $125M valuation, following a $5M pre-seed announced in May. The defense startup will use the capital to scale production of lower-cost missile interceptors designed to be assembled quickly with readily available components, with a long-term goal of producing 1,000 systems annually at each factory. - learn more
      • Hiyo raised a $20.8M Series B led by Constellation Brands, with returning investor Live Nation also participating. The nonalcoholic beverage company will use the funding to expand its adaptogen- and nootropic-infused social tonics across more than 13,000 retail locations while growing its presence at hospitality venues and live events. - learn more
      LA Venture Funds
      • Navitas Capital participated in Vesta’s $30M Series B, which was led by Conversion Capital and included backing from several major mortgage lenders and financial institutions. The company will use the funding to scale its AI agents across mortgage origination, automating tasks such as application reviews, underwriting decisions and closing-document checks. - learn more
      • MTech Capital led Nettle’s oversubscribed $4.8M seed round, with participation from Project A Ventures, Sure Valley Ventures, Portfolio Ventures and Ventures Together. The insurtech startup will use the funding to expand across the U.S. and Europe while growing its AI platform, which helps commercial insurers identify property risks, accelerate inspections and generate reports. - learn more
      • Bonfire Ventures doubled down on Santé by participating in the company’s $15M Series A, which was led by FINTOP and included other returning investors. The New York startup will use the funding to expand its AI-powered operating system for independent wine and liquor stores, which combines point-of-sale, e-commerce, payments, inventory and marketing tools in one platform. - learn more

      LA Exits

      • Winnow Solutions was acquired by Marina del Rey-based Spring Labs, with financial terms undisclosed. Winnow’s attorney-built library of more than 100,000 state and federal regulatory requirements will become a core part of SpringGRC, helping financial institutions connect changing laws directly to their compliance policies, controls and workflows. - learn more

        Download the dot.LA App

        LA Tech Week 2026: Sunday’s Event Lineup

        🔦 Spotlight

        LA Tech Week 2026 closes Sunday with one final day of events across Los Angeles. We have organized the remaining lineup by neighborhood so you can finish the week with a few last conversations before everyone returns to their regularly scheduled inboxes.

        ARTS DISTRICT

        12:00 PM

        CARSON

        12:00 PM

        CULVER CITY

        9:00 AM

        • Women in Cleantech & Sustainability Hike and Network: See Details Here
          Women in Cleantech & Sustainability

        6:00 PM

        • Founders pitch competition: See Details Here
          Biomorphix solutions, Nightingale regenerative

        HOLLYWOOD

        10:00 AM

        4:00 PM

        • AI International: Film, Music Video & Micro-Drama: See Details Here
          AI International Film Festivals

        MID CITY

        1:00 PM

        OTHER

        12:00 PM

        • ORGANIC LIFE LABS™ PRESENTS THE ALIGNMENT LAB: The Science of human performance: See Details Here
          The Blue Room Collective

        SANTA MONICA

        8:00 AM

        1:00 PM

        6:00 PM

        SOUTH LA

        2:00 PM

        • Future Builders : Family STEM Day: See Details Here
          Black L.A. Tech Week (Community Collective)

        VENICE

        10:00 AM

        12:00 PM

        • How to Raise Funds to Fund Any Business Using Digital Products.: See Details Here
          DN Events

        VIRTUAL

        5:00 PM

        WEST HOLLYWOOD

        3:00 PM

        Each session provides unique opportunities to gain insights, network, and explore various fields of tech innovation. For updates or more event information, visit the official Tech Week calendar.

        Download the dot.LA App

        LA Tech Week 2026: Saturday’s Event Lineup

        🔦 Spotlight

        LA Tech Week 2026 heads into the weekend Saturday with more opportunities to learn, meet fellow builders and explore what is being created across the region. Browse the day’s events by neighborhood below and find the gatherings worth leaving the house for.

        ARTS DISTRICT

        5:30 PM

        BEL AIR

        5:00 PM

        CULVER CITY

        10:00 AM

        1:00 PM

        4:00 PM

        DOWNTOWN

        11:00 AM

        2:00 PM

        • South Asians in Space, Physical AI: See Details Here
          american south asian network

        5:00 PM

        7:00 PM

        HOLLYWOOD

        8:00 PM

        INGLEWOOD

        10:00 PM

        LONG BEACH

        10:00 AM

        12:00 PM

        LOS FELIZ

        8:30 AM

        • Griffith Observatory Hike with Longevity Cities & Don't Die LA: See Details Here
          Longevity Cities

        MALIBU

        5:00 PM

        MARINA DEL RAY

        9:30 AM

        • The Brazen Capital Walk: Connecting Women, Capital & Opportunity: See Details Here
          BrazenEra

        6:00 PM

        • Build an AI workflow editor, natively in Angular: See Details Here
          Workflow Builder

        SANTA MONICA

        7:00 AM

        • Founders Running Club Run in Santa Monica: See Details Here
          Founders Running Club, MongoDb

        9:00 AM

        • MOLTEN - Spatial hackathon (ElevenLabs, AssemblyAI, Rokoko, Datafeel...): See Details Here
          Field Lab

        2:00 PM

        3:30 PM

        6:00 PM

        7:00 PM

        SOUTH LA

        7:00 PM

        THE VALLEY

        7:30 PM

        UCLA

        11:00 AM

        USC

        9:00 AM

        10:00 AM

        10:30 AM

        VENICE

        8:00 AM

        • Open Air Health Tech: See Details Here
          Open Air Health Tech, Bowshock, Govitamins App

        10:00 AM

        10:30 AM

        11:00 AM

        12:00 PM

        6:00 PM

        • Bots, Bytes & Bubbles Benefit: See Details Here
          Distinguished Minds Institute dba thinqueBytes®

        VIRTUAL

        9:00 AM

        • Ask a VP of Sales: Live GTM Office Hours for Early-Stage B2B Founders: See Details Here
          Kat Rucker Consulting Group

        11:00 AM

        WEST HOLLYWOOD

        11:00 AM

        • The 10x Engineer Showed Up. The 10x Organization Didn't.: See Details Here
          Workflow Builder, Tentaro

        3:00 PM

        WESTSIDE

        11:00 AM

        2:00 PM

        • Graphic Design & Digital Printing Meetup: See Details Here
          Big Frog Custom T-Shirts & More of West LA

        7:00 PM

        WESTWOOD

        12:00 PM

        Each session provides unique opportunities to gain insights, network, and explore various fields of tech innovation. For updates or more event information, visit the official Tech Week calendar.

        Download the dot.LA App

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