Research & Exploration

We look for problems hiding in plain sight.

The best opportunities often start with repeated, expensive friction: a manual workflow, a confusing service, an error-prone spreadsheet, or a painful gap between what people need and what legacy software delivers. We investigate thoroughly before writing code.

Venture Problem Discovery & Research
FIELD RESEARCH & OPERATOR INTERVIEWS
The Rubric

Our 6 problem selection criteria

Before we commit studio engineering resources to an idea, it must satisfy our core validation filters.

CRITERION 01

High Frequency & Acute Severity

The issue occurs repeatedly (daily or weekly) and causes measurable financial, operational, or emotional pain.

CRITERION 02

Obvious Existing Workaround

People are already hacking together makeshift solutions using spreadsheets, WhatsApp groups, or paper forms.

CRITERION 03

Accessible Initial User Cohort

We or our co-build partner can directly talk to 20+ operators within the first 14 days without relying on paid ads.

CRITERION 04

Willingness to Adopt or Pay

The economic value created or time saved is clear enough that users readily commit budget or operational workflow.

CRITERION 05

Responsible Technical Feasibility

The problem can be solved with focused, robust software engineering without requiring unproven science or regulatory miracles.

CRITERION 06

Defensible Distribution Path

A clear organic or partner-led channel exists to reach the next 100 customers after the initial cohort.

Active Research

Focus areas we are investigating

Areas of research • Not launched products

We continually study specific sectors to identify acute manual friction and evaluate potential co-build partnerships.

Active ResearchID: field-operations

Specialized Field Operations & Logistics

Coordination friction in high-value dispatch and equipment service

Current Friction:Field technicians, dispatchers, and project managers constantly lose billable hours to schedule changes and missing tool inventory.
Makeshift Workaround:Scattered text messages, whiteboards in depot offices, and end-of-day memory logs.
TBLLAB Studio Thesis:Lightweight, mobile-first coordination tools can drastically reduce idle truck time without forcing technicians through complex enterprise software.
Co-build ExplorationID: b2b-compliance

Subcontractor Compliance & Bid Qualification

Manual document extraction in regional and municipal procurement

Current Friction:Trade subcontractors miss out on lucrative bids or forfeit deposits due to buried technical requirements in massive tender packets.
Makeshift Workaround:Manual skimming of 300-page tender PDFs with highlighters during late nights.
TBLLAB Studio Thesis:Domain-specific AI document parsing can extract mandatory clauses and qualification requirements in seconds, leveling the field for regional builders.
Active ResearchID: financial-workflows

Multi-Entity Financial Workflows & Reconciliations

Overhead bottlenecks in modern distributed operations

Current Friction:Studios, agencies, and micro-conglomerates waste days reconciling inter-company charges, currency fluctuations, and distributed receipts.
Makeshift Workaround:Complex multi-tab Google Sheets shared among fractional bookkeepers and founders.
TBLLAB Studio Thesis:A dedicated internal ledger layer can automate discrepancy detection across accounts before month-end books are closed.
ObservationID: essential-services

Local Essential Services & Customer Access

Connecting specialized local providers with high-intent urgent demand

Current Friction:Consumers and businesses struggle to find verified, certified specialists when urgent breakdowns occur.
Makeshift Workaround:Unvetted classified boards, outdated review directories, and repetitive phone calls.
TBLLAB Studio Thesis:Direct verification workflows and transparent scheduling mechanics build immediate trust where generic search fails.
Active ResearchID: developer-tooling

Developer & Studio Productivity Infrastructure

Eliminating the repeated boilerplate and DevOps overhead in venture creation

Current Friction:New ventures repeatedly spend weeks rebuilding auth flows, billing integration, audit logging, and transactional email infrastructure.
Makeshift Workaround:Copy-pasting stale code from previous repos or integrating bloated monolithic boilerplates.
TBLLAB Studio Thesis:Modular, typed primitives enable teams to launch production-grade micro-apps in days rather than months.
Have domain insight?

Do you see a problem worth solving?

If you live inside an industry where people waste hours on messy workarounds, tell us about it. We partner with operators on our 50/50 co-build track.