Business without frontiers

Every tool connected. Every record enriched. Every currency reconciled. Every action orchestrated. From one place.

The frontier between your tools was the last barrier to running a truly modern business. We removed it.

What we believe

  • Context changes everything.

    Every tool holds a fragment. None holds the full picture. We connect your tools because the value isn't in the data. It's in the connections between your data.

  • One question shouldn't cost you an afternoon.

    A founder debating whether to hire can't answer "what happens to my runway?" without opening three tools and cross-referencing manually. A decision that should take seconds takes hours. We built Well so you can ask and get a straight answer.

  • Talk to your business, not navigate it.

    Dashboards, menus, and spreadsheets were built for a world where humans were the integration layer. The conversation is the interface now.

  • Nobody switches for a better spreadsheet.

    People switch for time. Not 10% faster bookkeeping, but month-end close going from 3 days to 30 minutes. The delta has to be so large that the switching cost becomes irrelevant.

  • AI is the mechanism. Context is the moat.

    GPT wrappers are everywhere. Models get cheaper every quarter. What can't be commoditized is a structured business context graph, where every answer traces back to the transactions that produced it. Auditable. Reproducible. Trustworthy.

The context gap

Every tool holds a fragment. No tool holds the full picture.

@$#

Your invoices live in email. Your transactions live in bank portals. Your records live in spreadsheets. None of them talk.

Your CRM knows your clients. It knows nothing about their invoices, their payments, or their contracts.

You check 5 tools to answer one question. Then you copy the answer into a spreadsheet.

Records stored

483,172

1.6% this week

11,465 providers

and counting

Oct
Nov
Dec
Jan
Feb
Now

11,346 banks · 119 connectors

We didn't just name the gap. We filled it.

Software, industrialized

We apply manufacturing discipline to software. The result: a team of 13 shipping like 50.

The production line

War rooms before code. Quality gates at every stage. Automated inspections on every PR. The same rigor factories use to build cars, we use to build software.

1% better, every week

Agents train each other. Quality scores compound. The system improves itself weekly, without adding headcount.

wellon well

Every tool we build, we use

Well runs on Well. Our own connectors, enrichment, and agents run our daily operations.

Shipped · 40 features, improvements & fixes

155

Features in 5 months

1,500

Commits in March

282

PRs merged in March

Features per month

NovDecJanFebMar

The roster

13 humans. 28 agents. One production line.

The crew
Bastien
#29

Bastien

Builds the pipes that connect everything

#29

Bastien

Builds the pipes that connect everything

Maxime
#30

Maxime

Obsessed with making business simple

#30

Maxime

Obsessed with making business simple

Sebastien
#31

Sebastien

Designs things people actually want to use

#31

Sebastien

Designs things people actually want to use

Paulius
#33

Paulius

Makes Well look like Well

#33

Paulius

Makes Well look like Well

Victor
#34

Victor

Makes servers do what they should

#34

Victor

Makes servers do what they should

Joao
#35

Joao

Pixel-perfect and proud of it

#35

Joao

Pixel-perfect and proud of it

Cyril
#36

Cyril

The API whisperer

#36

Cyril

The API whisperer

Julian
#37

Julian

Turns numbers into stories

#37

Julian

Turns numbers into stories

Alexandre M.
#38

Alexandre M.

Ships features at full stack speed

#38

Alexandre M.

Ships features at full stack speed

Florian
#39

Florian

Writes code that just works

#39

Florian

Writes code that just works

Alexandre D.
#40

Alexandre D.

Designs products without writing a line

#40

Alexandre D.

Designs products without writing a line

Kevin
#41

Kevin

Makes revenue operations run smooth

#41

Kevin

Makes revenue operations run smooth

📷
#42

Hippolyte

Automates the boring parts of month-end

#42

Hippolyte

Automates the boring parts of month-end

Pantheon
cerf
#01

cerf

Connectors Specialist

#01

cerf

Connectors Specialist

Supplier integration engineer — manages every handshake between the factory and its external partners.

MCPOAuthProvidersSchema mappingWebhooks

Model: opus

Maturity: 65%

lovelace
#02

lovelace

Financial Intelligence

#02

lovelace

Financial Intelligence

Monozukuri craftsman — traces every operation in the production chain to verify compositional integrity.

ExtractionOCRInvoicesEnrichmentCategorization

Model: opus

Maturity: 65%

kay
#03

kay

Workspace & Chat Architect

#03

kay

Workspace & Chat Architect

Kaizen champion — envisions the future state of workspace interaction and drives continuous improvement toward it.

WorkspaceAuthChatAI agentsViews

Model: opus

Maturity: 80%

codd
#04

codd

Data Model Guardian

#04

codd

Data Model Guardian

Standardized Work author — defines and enforces the structural contracts that every production line depends on.

UDMMigrationsRepositoriesSchemaCascades

Model: opus

Maturity: 65%

ritchie
#05

ritchie

Platform & Infrastructure

#05

ritchie

Platform & Infrastructure

Production Engineering — builds the factory floor infrastructure that every assembly line stands on.

Cloud TasksStorageBillingCI/CDFeature flags

Model: opus

Maturity: 65%

dijkstra
#06

dijkstra

Quality & DX Guardian

#06

dijkstra

Quality & DX Guardian

TWI Job Methods — systematically improves work processes through structured correctness and formal verification.

TestingDesign systemLintingA11yCI/CD

Model: opus

Maturity: 65%

Agora
christensen
#07

christensen

Problem Framing / JTBD

#07

christensen

Problem Framing / JTBD

Genchi genbutsu master — goes to the source of demand to understand what job the product is hired for before any solution is designed.

Problem spaceJob storiesPersonasOutcomes

Model: opus

Maturity: 80%

norman
#08

norman

UX Research

#08

norman

UX Research

TWI Job Methods analyst — systematically improves work processes by mapping cognitive load and eliminating friction at every stage of action.

Journey mapsMental modelsUsabilityCognitive loadHeuristics

Model: opus

Maturity: 65%

rams
#09

rams

Product Design

#09

rams

Product Design

Standardized Work visual specification — every wireframe follows the ten principles checklist and uses design tokens from the production standard.

WireframesDesign tokens10 principlesInformation architecture

Model: opus

Maturity: 50%

porter
#10

porter

Competitive Strategy

#10

porter

Competitive Strategy

Competitive intelligence scout — maps the five structural forces shaping the production environment before committing resources.

Competitor teardownFive forcesDifferentiationMarket positioning

Model: sonnet

Maturity: 65%

moore
#11

moore

Business Strategy / GTM

#11

moore

Business Strategy / GTM

Market timing strategist — positions each product on the adoption lifecycle to determine the whole-product requirements for crossing the chasm.

Adoption lifecyclePricingMarket timingSegment analysis

Model: sonnet

Maturity: 65%

conway
#12

conway

System Feasibility

#12

conway

System Feasibility

Production layout engineer — maps the factory floor constraints that determine which assembly sequences are feasible.

Technical constraintsAPI surfacesDependenciesRisk scoring

Model: opus

Maturity: 65%

gawande
#13

gawande

QA Contracts

#13

gawande

QA Contracts

Pre-flight checklist author — writes the verification contract that defines done before the first operation begins.

Gherkin scenariosAcceptance criteriaChecklistsEdge cases

Model: sonnet

Maturity: 65%

tukey
#14

tukey

Metrics & Measurement

#14

tukey

Metrics & Measurement

Statistical process control designer — defines the measurement instrumentation that makes production quality visible.

Success metricsBaselinesInstrumentationFunnel analysis

Model: sonnet

Maturity: 65%

Orchestrator
larrey
#15

larrey

Triage Officer

#15

larrey

Triage Officer

Triage officer — classifies incoming casualties by severity and routes to proportional treatment before anyone else has finished assessment.

Task classificationResource budgetingCynefinSignal extraction

Model: sonnet

Maturity: 50%

fleet-architect
#16

fleet-architect

Engineering Fleet Router

#16

fleet-architect

Engineering Fleet Router

OMCD consultant — routes knowledge to the right domain based on structural analysis.

Domain matchingAgent readinessFleet validationCross-cutting

Model: opus

Maturity: 65%

discovery-architect
#17

discovery-architect

Product Team Router

#17

discovery-architect

Product Team Router

OMCD consultant — classifies discovery complexity and routes to the right product team based on structural analysis.

Tier classificationProduct team assemblyEngineering surface

Model: opus

Maturity: 65%

feynman
#18

feynman

Review Orchestrator

#18

feynman

Review Orchestrator

Chief Engineer — decomposes complex systems into reviewable domains and synthesizes cross-domain findings.

Multi-domain reviewSecurityPerformanceArchitecture

Model: opus

Maturity: 80%

deming
#19

deming

Value Stream Orchestrator

#19

deming

Value Stream Orchestrator

Value Stream Mapping + SPC — the quality engineer who insists that every process is measured, every measurement is acted upon, and every action is verified.

TelemetrySPCValue stream mappingMaturity assessment

Model: sonnet

Maturity: 30%

Enabler
schneier
#20

schneier

Security Specialist

#20

schneier

Security Specialist

Poka-yoke designer — creates mistake-proofing controls at every trust boundary.

AuthAuthorizationValidationSecretsOWASP

Model: opus

Maturity: 65%

kernighan
#21

kernighan

Code Quality Reviewer

#21

kernighan

Code Quality Reviewer

Jidoka quality inspector — stops the line when code quality deviates from standard.

TypeScript safetyPerformanceDRYTestingCode style

Model: opus

Maturity: 80%

hamilton
#22

hamilton

E2E Testing

#22

hamilton

E2E Testing

Mission assurance verification — pre-flight testing of every critical path before production launch.

PlaywrightUser journeysFlaky testsMission-critical paths

Model: sonnet

Maturity: 65%

hubble
#23

hubble

Domain Topology Scanner

#23

hubble

Domain Topology Scanner

Value Stream Mapping — surveys the production floor to make work visible and routable.

Monorepo scanningEntity classificationTeam topologyDomain morphology

Model: opus

Maturity: 65%

nightingale
#24

nightingale

Planning Observability

#24

nightingale

Planning Observability

Coxcomb diagram pioneer — reads the mortality tables of the planning pipeline to find the pattern no one else thought to look for.

Fleet telemetrySession healthContext pressureToken consumption

Model: sonnet

Maturity: 65%

ohno
#25

ohno

Standard Conformance

#25

ohno

Standard Conformance

Standardized Work + Jidoka — the production system designer who insists that standards are followed and then improves them.

Flow violationsRoot cause analysisAndon signalsKaizen

Model: sonnet

Maturity: 65%

marconi
#26

marconi

Shipping Orchestrator

#26

marconi

Shipping Orchestrator

The father of long-distance radio — broadcasts the signal of shipped work across every channel so the team hears it clearly.

Kanban syncNotionSlack notificationsPR lifecycle

Model: sonnet

Maturity: 30%

wren
#27

wren

Build Debrief

#27

wren

Build Debrief

The architect who rebuilt London after the Great Fire — reads the rubble of a build session to score what was built, what drifted, and what survived from the plan.

Build telemetryBQS scoresPlan fidelityImplementation reports

Model: sonnet

Maturity: 30%

cherny
#28

cherny

Environment Intelligence

#28

cherny

Environment Intelligence

Genchi Genbutsu + Kaizen Coach — goes to the gemba of the environment itself, sees how tools are actually being used, continuously improves the fleet's adaptation to the platform.

CLAUDE.md auditEnvironment Health IndexMemory qualityPlatform releases

Model: sonnet

Maturity: 30%

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