Studio & Holding Company

We build and operate software companies on one shared AI engine.

Soft Measures starts companies in overlooked markets and operates them long term. AI agents handle the day-to-day work. People approve anything with real consequences.

Eleven companies One shared engine Held long term
The model

A small team, one engine, eleven companies.

A small senior team sets direction. Teams of AI agents handle each company's daily work and reporting. Because every business runs on the same engine, improvements made for one company carry over to the rest.

11
Companies
Commerce, fintech, dev tools, marketing, education, and quant research.
1
Shared engine
EightMind, the multi-agent framework the whole portfolio is built on.
Time horizon
Companies are held and operated for years.
The shared kit
Multi-agent teamsRAG groundingSupabase + PostgresEdge functionsReport engineHuman approval gatesProvenance & memoryDaily automation
How we build

The principles behind every company.

These apply across the portfolio, regardless of market. They are what make a growing set of businesses manageable for a small team.

01

Long-term ownership

We start companies with the intention of operating them for years. Each one is expected to cover its own costs and remain in the portfolio long term.

02

Overlooked markets

Surgical supply, home-services leads, grants, SEO, careers. We look for established demand in markets with little modern software, where a technical or operational advantage is possible.

03

One shared engine

Every company runs on the same agent framework and shared toolkit. A new venture starts with tooling, memory, and automation that already exist.

04

Human approval

Agents carry out the work. Any action with real consequences waits for human approval. This rule is part of the system architecture, not a policy, and it stays in place as the portfolio grows.

05

Near-term shipping

We do not plan in multi-quarter roadmaps. Work is scoped so it can ship in the near term, and it is tested before release.

06

Reuse first

We use established patterns and existing tools where they fit, and write new code only when nothing suitable exists.

The portfolio

Companies we've started and run.

Each company is a separate business with its own customers, built by the same team on the same engine. Companies with a public site are linked.

AI FrameworkEightMind

The multi-agent framework the rest of the portfolio runs on. Teams of AI agents handle the ongoing work of each business, with human approval required for any action that affects a live system.

Multi-agentInfrastructureIn production
AI · MarketingRank1 SEO

A self-serve SEO platform. Eight AI agents handle the repetitive parts of agency SEO work, and the owner makes the decisions. Priced for small businesses.

SaaS8-agent teamSupabase
Commerce · HealthCottage Surgical

Online retail for surgical and medical equipment, including hospital beds, with fast delivery.

E-commerceReactSupabase
Data InfrastructureEcoSQL

Database migration and cloud-cost reduction: data-diff validation, warehouse right-sizing, MCP integration, and legacy-to-cloud migrations. Services are sold individually.

Spark SQLDevToolsCost savings
Fintech · M&ABizValuePro

Business valuation and sale matching for small companies. Owners value their business in minutes and are matched with qualified buyers. Diligence work is built into the platform.

ValuationMarketplaceSMB
Growth · Home ServicesFabricator Pro

Lead generation for the home-services trades. Clients receive exclusive, qualified leads, with one operator per territory.

Lead-genRetainerTrades
Careers · TrustCVIQ

A portable career score built from a published quantitative formula and an expert-scored video interview. It verifies the claims on a résumé. Patent pending.

HR techScoringVerification
SaaS · NonprofitGSOS

Grant Success OS: software for grant-seeking organizations. Funding discovery, pipeline management, and proposal drafting grounded in the organization's own approved documents.

GrantsRAGWorkflow
Education · AINaijaHub

A learning platform for practical AI education across Africa, built to work on low-cost phones and limited bandwidth.

EdTechAfricaAI literacy
Marketplace · SalesSalesPytch

A commission-based sales marketplace. Vendors list products, certified sellers register leads and close deals, and buyers purchase. Territories are protected and commissions are automated.

MarketplaceFintechpgvector
Quant · ResearchRLTrade

A reinforcement-learning trading system that has traded its own capital in live markets for months. A closed research project with human approval on trades.

Reinforcement learningLiveResearch
Contact

Work with us.

We partner with operators who have deep knowledge of a specific market. The partner brings the domain expertise; we build and operate the software.

All conversations are confidential.