Narrow beats broad
Grindworks products start with a repeated, revenue-adjacent job that a real operator already needs to finish.
Independent B2B product studio
Grindworks builds practical software companies around neglected operator work.
We look for expensive, repetitive work inside B2B teams, then turn it into focused products with clear workflows, accountable AI, and a path from messy input to usable output.
The studio backs multiple products, each with its own market, promise, and operating loop.
Studio thesis
Specific workflows beat generic platforms
Operating model
Build, ship, market, and keep operating
Built by
SD Keum, founder-operator
Product portfolio
Distinct products, separate value propositions.
Every Grindworks product has to stand on its own: a specific customer, a specific problem, and a workflow that can survive daily use.
Portfolio product
switchsignal.grindworks.ai
SwitchSignal
Helps B2B SaaS growth agencies turn competitor changes into timely migration campaigns and client-ready market briefs.
- For SaaS-focused growth and demand teams
- Competitive-change intelligence and campaign assets
Portfolio product
practiq.dev
Practiq
Helps boutique professional services firms keep client context, SOPs, and deliverable workflows together instead of scattering them across chat threads.
- For firms where client context is operational leverage
- Context capture and repeatable delivery flows
What Grindworks stands for
A product thesis that outlives any single launch.
AI must stay accountable
The useful output is not just fluent text. Products should preserve context, review boundaries, and the reason a team can trust the result.
Operate after launch
Grindworks builds products, markets them concretely, and keeps improving them through real usage instead of treating launch as the finish line.
Where we build
Markets where expertise is trapped in messy work.
We are interested in B2B categories where valuable work hides inside research, client conversations, internal know-how, and recurring delivery loops.
Specialized agencies
Professional services
Founder-led SaaS
Founder-led B2B operators
Founder contact