From the team behind the #1 data agent on Spider 2.0-DBT and ADE-BenchA self-improving Context Factory.
A faster-moving team.
Stop rebuilding context, reconciling definitions, and chasing knowledge locked in people's heads.
SignalPilot brings your models, dashboards, queries, and team knowledge together, then keeps that context up to date. Your people and agents deliver results faster, from the same shared understanding.
Your existing stack
Context Factory
Draft fixes · run checks · team review
People
Data · Finance · Operations
Shared meaning. Named owners.Agents
Your preferred tools.
The same maintained context.An agent without curated context guesses.
Context without an agent using it goes stale.
Built by people who live in data
Governance that keeps up
Your business changes continuously.
Your context should keep up.
Your definitions shouldn't live in someone's head or require another meeting to reconstruct. SignalPilot continuously surfaces conflicting definitions, drafts fixes, and runs checks. Your team reviews shared changes once, so people and agents can reuse the updated context.
Context Studio · product recording
Questions and changes surface issues. SignalPilot drafts fixes for the team to review.
Skip rebuilding the context
Get answers faster.
Turn them into action.
Understand a margin drop, find customers who need attention, or flag missed revenue. Have your agent do the analysis and prepare the next step, with the definitions and evidence behind it.
Example workflows
Why did margin fall this week?
01Shared context
Margin definition, customer pricing, vendor costs, and account mix.
02Analysis + evidence
Trace the change to its drivers, with source records and definitions attached.
03Next action
Review the accounts and cost changes that need attention.
Analysis and evidence graph · product recording
Follow the analysis back to its sources, assumptions, and checks.
FAQ
Already using AI?
We already use AI to write queries. What does this add?
SignalPilot maintains the business context those queries depend on: which metric, which source, which exceptions. Your agents use that shared context instead of relying on what someone remembered to put in a prompt.
We already have models and documentation. Do we have to start over?
No. SignalPilot starts from your existing models, dashboards, and business logic. Your team reviews what it drafts rather than documenting everything again.
What if different teams define the same thing differently?
Keep the definitions named and owned by the relevant teams. SignalPilot uses the right one or asks which you mean, rather than forcing everyone into one definition.
Does it change things without us checking?
SignalPilot finds issues, drafts fixes, and runs checks. Your team approves shared changes before they merge.
How does context stay up to date across the team?
SignalPilot surfaces gaps and conflicting definitions as your agents work, proposes fixes, and runs checks. Your team reviews shared changes, so the next person or agent can use the updated context.