AI strategy consulting for business leaders

Make every critical decision
with greater clarity and foresight

From strategic judgement to execution planning, Lumos brings together multiple expert perspectives to help leaders solve critical problems, expose blind spots and build actionable plans.

Lumos helps you see the key issues clearly

When facing an important decision, work through the issues with partners who bring different perspectives, examine disagreements, and define the next steps.

Strategy RoundtableIllustrative case · Includes AI-generated content

Our custom projects bring revenue, but margins keep shrinking. I want to build a standard product, yet the team fears losing clients. Nobody challenges me in meetings, but nobody agrees afterwards. Should we make the move?

LumosModerator

Let’s bring this decision to the table. You want to address growing revenue and shrinking margins, but fear losing clients. The team’s real judgment has not been heard.

Five partners will examine it: Business Partner looks at the market, Operations Partner at operating economics, Product Partner at delivery, Organization Partner at team capacity, and Risk Partner at the gaps.

Round 1

Business Partner

Buying custom services does not imply buying a standard product. Find recurring problems clients already pay to solve, then check whether they will still pay without individualized service. Positive feedback is not established demand.

Operations Partner

Shrinking margins do not necessarily mean you need a standard product. Unbilled requests, underpriced hours and rework can all erode margin. Review project economics before carrying unresolved costs into a product.

Product Partner

Similar needs do not guarantee reusable delivery. Common needs alone are insufficient. First-hand evidence must come from your own delivery records: what repeats and what is rebuilt each time. Define what the standard version includes and excludes.

Organization Partner

Silence in a meeting does not mean willingness to take responsibility. Do not label the team unsupportive yet. Sales fears losing clients, delivery fears another workstream, and leads may not know how performance is measured. Ask what they fear losing and what conditions would let them participate.

Risk Partner

Even a trial needs stopping conditions first. Specify the owner, investment limit and client commitments that must be protected. Otherwise the product accumulates custom work and adds a business without improving margins.

LumosRound summary

This round clarifies the disagreement: Business Partner wants evidence of payment, Operations Partner wants to explain margin erosion, and Product Partner wants a boundary between standard and custom delivery. Organization Partner and Risk Partner highlight team capacity and existing client commitments. We do not yet have grounds for a full transition.

Understood. Waiting until the product is finished could mean investing too much. Can we sell a small version first? How do we tell whether clients are buying a standard product or another custom project?

Typical use cases

See how Lumos advances critical decisions through real business challenges

Every major investment deserves careful scrutiny before it is made. From traditional industries to technology companies, Lumos turns questions about whether to invest, where to go and how to enter into next steps that can be assessed and validated—identifying risks alongside practical opportunities and paths forward.

Wine producer (a new wellness category)

Business context

A regional wine producer plans to introduce a wellness wine for middle-aged and older customers. It sees a market opportunity but is uncertain where to pilot and how much to invest.

Potential risks

Starting health food registration to secure an early advantage could require lengthy timelines and substantial spending, exceeding the decision window and initial budget. A nationwide launch could also tie up cash in inventory and channel costs before demand is validated.

Lumos’s recommendation

Defer health food registration and begin with a small pilot through the ordinary blended wine route.

Value for the business

Avoid committing substantial capital to unproven demand. Keep the initial investment manageable, use pilot data as evidence, and then decide whether to scale.

What leaders say

Trusted by business leaders on the front line

朱攀

硅星纪元 CEO

Lumos offers a remarkably comprehensive perspective and precise judgement—it often feels one step ahead in the questions it considers.

陈冲

允度软件 CEO

Lumos helped me frame a low-risk path to capture the AI opportunity, build sustainable recurring income and strengthen long-term enterprise value.

洪倍

唯路管理咨询 Founding Partner

Lumos helps founders find direction and uses coaching-style questions to surface the real trade-offs behind strategic choices.

陈建武

上海温帕智能科技有限公司 General Manager

What founders lack most is often a calm voice asking them to reconsider a direction at the right moment. Lumos is that always-available strategic partner.

杨韶伟

威而比科技 CTO

Lumos goes beyond producing answers; it guides teams through the core trade-offs and works especially well as a strategy sparring partner for technology founders.

王俊鹏

九章云极 Vice President

A consulting partner from the future—grounded thinking that helps the business make the next leap.

李婷婷

EMOO AI CEO

Lumos gives me a high-quality strategic dialogue partner when I make decisions alone. It adds perspectives, reveals blind spots and helps me think more deeply.

李晨歌

灵坤恒宠 CEO

The executive roundtable gives founders access to a multidisciplinary advisory team and opens up new ways to frame and solve difficult problems.

肖运龙

中知数通 CEO

Lumos is a strategic compass that entrepreneurs can trust.

邓江灏

黔醉多酒业 CEO

Lumos helps business leaders anticipate operational risks across company stages and industry cycles, while learning from how other companies responded.

杨韶伟