Specification-Level Programming
Built for domain experts — the other 99% — they can do it all by themselves
Org chart
Specification
orgWarm-Path Finder · executable specification
Live · domain experts editing together
Find the strongest warm introduction paths from your network into a target executive at a chosen account. Domain experts specify the brief; the runtime searches CRM tables, scores paths, researches signals, and returns a ranked visual dashboard.
Success criteria
Return ≥3 paths with warmth ≥ 0.8, preferring board overlap and prior customers.
Gather inputs — Target role, region, account, intro preferences
Table connector — CRM accounts & contacts for the chosen company
Compute — Score paths by warmth, reach, and recency
AI researcher — Board, alumni, and news signals into a brief
Results — Ranked intro paths with a visual dashboard
Warm-Path Finder — the org chart is the executable specification
The specification is your code
Specify, verify, deploy, observe, and improve — one loop around the executable specification.
01 · Specify
Compose the architecture with org charts, flows, interfaces, and wireframes.
02 · Verify
Execute and debug against the specification before you ship.
03 · Deploy
Ship one specification to SaaS, plugins, or a standalone app.
04 · Observe
Audit what ran with metrics, traces, and a clear trail.
05 · Improve
Evaluate, remediate, and update the living specification.
Executable
spec
Specify
Specify
Verify
Deploy
Observe
Improve
Code when needed · generated under the specification, not the source of truth
Ship without a release train
One-click deploy to…
With a single click, a Thought Graph can run inside the tools you already use — or as its own application.
One-click deploy to
Destination 1
Partner SaaS solutions
Deploy into partner SaaS solutions your teams already use — no separate stack to adopt.
Destination 2
AI-model plugin
Publish as a plugin for AI models and agents so capabilities show up in conversational workflows.
Destination 3
Independent app
Launch a standalone application when you need a full product surface of your own.
Native to the runtime
Why Thought Graph
When everything lives at the specification level, these capabilities are free — supported natively by the runtime, not bolted on later.
One executable specification. The ramifications below come with that choice — evaluation, multi-channel UI, AI access, and user customization are not separate products to buy or integrate.
Spec-level → runtime
Included · not integrated later
What you get for free
No template ceiling
Unlike no-code / low-code platforms and agent builders, generates code where needed while keeping an accurate, executable specification as the source of truth — no dead end when templates run out.
Autonomous evaluation & remedy
The runtime checks behavior against the specification and remediates when something drifts or fails — built in, not a sidecar.
Unified reasoning
Symbolic and probabilistic reasoning share one harness — the same executable specification.
Generative UI
Web, text, and voice on desktop and mobile share one implementation. Handoffs across surfaces are runtime-supported.
AI-native by construction
Every UI is chattable; every backend service is MCP-ready. No separate agent module, no slow browser agents — open the gate and grant permissions.
Customization by users
Domain experts and end users tailor behavior in the specification itself — without waiting on a platform team or forking the product.
Book a demo
From specification to a running application