Ideas start without real demand
Teams build before proving that a specific customer owns an urgent problem and will pay to solve it.
×The Autonomous AI Founder
You set the ambition.
PERFIT builds the venture.
Start with a customer problem, a professional service, or an early idea. PERFIT discovers the opportunity, validates real demand, defines the product, and runs the next best experiment within your goals, budget, and approval rules.
Customer problemsProfessional servicesMarket signalsBuyer evidenceProduct experimentsVenture decisions
Building is no longer the bottleneck
Products are easier to build than ever. Knowing what deserves to exist is still hard.
Research tools produce information. AI builders produce software. Analytics tools report activity. But none of them continuously connect customer problems, experiments, product changes, and commercial outcomes.
Feedback does not become decisions
Interviews, landing pages, pilots, and pricing tests remain disconnected from product decisions.
×Products forget why they changed
Teams repeat failed experiments because previous assumptions, actions, and outcomes are lost.
×One persistent founder workspace
From the first signal to the next venture decision.
PERFIT remembers every signal, hypothesis, experiment, and decision. It then recommends the lowest-cost next action that can reduce uncertainty.
Venture v_011 / Demand validation
Thermal Qualification AI
82
Target customerAdvanced packaging R&D
Core assumptionCycle time drives spend
Demand confidence71%
Next decisionRun paid pilot test
Founder decision log / latest
01
Interview three packaging leaders to measure the cost of qualification delays.
Experiment02
Test whether missing material inputs rather than simulation are the actual workflow bottleneck.
Challenge03
Offer a narrowly scoped paid pilot before committing to product development.
Next actionThe autonomous founder loop
Every venture advances through evidence, experiments, and explicit decisions.
Find a problem worth solving
Analyze customer materials, service workflows, public signals, competitors, and buyer behavior.
Test the critical assumption
Choose the lowest-cost experiment that can challenge demand, urgency, access, or willingness to pay.
Shape the smallest viable product
Turn validated evidence into a product thesis, target customer, MVP, and measurable success criteria.
Put it in front of real users
Prepare the product experience, pilot, offer, and authorized go-to-market actions for approval.
Learn, change, or stop
Use customer behavior, payment, retention, cost, and feedback to decide what deserves further investment.
Built for an unfair starting point
The best ventures start with knowledge, customer access, or a problem observed repeatedly.
Professional service firms
Turn repeatable client work, proven expertise, and existing relationships into scalable software products.
Productize expertiseDomain experts and creators
Convert trusted knowledge and an established audience into focused products people can use and buy.
Build from trustB2B product teams
Discover and validate new paid modules using existing customer relationships, workflows, and usage data.
Expand revenueVenture studios and agencies
Run multiple evidence-backed product experiments with a reusable operating system and decision history.
Run experimentsThe venture memory
Every venture should remember why it changed.
PERFIT connects what was observed, what was believed, what was tested, what was released, and what customers actually did. Every new decision begins with the complete history of the venture.
SignalWhat changed
HypothesisWhat we believe
ExperimentWhat we test
ReleaseWhat users see
OutcomeWhat users do
DecisionWhat happens next
Pricing
Start with one venture. Expand autonomy as evidence grows.
ExplorerSolo founders
$79/month
Billed monthly. Cancel anytime.
For turning one customer problem or professional service into a validated venture direction.
- 1 active venture
- Opportunity discovery
- Evidence-backed research
- Demand validation
- Product definition and venture memory
BuilderVenture teams
$299/month
Billed monthly. Cancel anytime.
For teams moving continuously from customer evidence to product experiments.
- 5 active ventures
- Deep research
- Customer target discovery
- Validation experiments
- Versioned product definitions
- Monitoring and decision history
StudioVenture portfolios
Custom
Annual contract
For organizations operating multiple ventures with shared data, governance, and budgets.
- Multiple venture workspaces
- Private data integrations
- Autonomy and approval controls
- Custom research budgets
- API and data exports
Give your AI founder a starting point
Bring a customer problem. Leave with the next venture experiment.
Tell us about a repeated customer problem, an existing professional service, or an early product idea. PERFIT will show how it can investigate the opportunity and determine the next evidence-backed action.
- Founder session
- 30 minutes
- You receive
- 1 venture hypothesis + next experiment
- Best for
- Services / expertise / B2B products