Governed data delivery.
From intent to evidence.
The BayesIQ Platform turns scattered interactions into tracked commitments, auditable decisions, and governed deliverables. Policy gates enforce what can happen. Approval workflows control when. Audit trails prove it did.
Three layers of truth
Every piece of information moves through three distinct layers. Nothing reaches operational state without human sign-off.
Layer 1
Raw Evidence
Immutable inputs — pipeline outputs, test results, call transcripts, emails, Slack messages. The ground truth your decisions rest on.
Layer 2
LLM Interpretation
AI-generated proposals — extracted tasks, priority assessments, summaries. Always labeled as interpretation. Never auto-promoted to operational state.
Layer 3
Human-Accepted State
The only layer that drives dashboards, deadlines, and work state. Requires explicit human acceptance. This is your single source of governed truth.
Client engagement pipeline
Every engagement follows the same path: raw evidence in, governed deliverables out. No shortcuts, no untracked decisions.
Interaction Capture
Calls, emails, Slack messages, meeting notes, and documents flow into the engagement ledger as raw evidence.
Evidence Extraction
LLM-powered extraction identifies tasks, commitments, scope changes, and KPI discussions — labeled as interpretation, never auto-promoted.
Triage & Review
Extracted candidates surface on a human review dashboard. Accept, reject, or defer. Nothing becomes governed work without explicit sign-off.
Governed Work
Accepted items become tracked commitments with deadlines, owners, phase gates, and promotion rules. Visible across all client engagements.
Execution
Executor-neutral contracts drive delivery — consumed by the Audit Kit, Claude Code, contractors, or CI systems. Same governed loop applies.
Approval & Evidence
Every completion claim is backed by auditable evidence. Phase progression requires gate evaluation. Clients review via projected surfaces.
Guided builder
Capture domain knowledge before pipelines run — not after they fail. The guided builder turns stakeholder input into executable configuration.
Elicitation Engine
Structured question flows extract domain knowledge, quality expectations, and business rules from stakeholders — before any pipeline runs.
Profile-Driven Configuration
Industry-specific profiles (fintech, healthcare, SaaS) pre-load relevant checks, thresholds, and compliance requirements. Customize from a known-good baseline.
Pack Assembly
Answers compile into executable configuration packs — vertical bundles of checks, thresholds, and output templates that any executor can consume.
Projection surfaces
Different stakeholders see different views — all derived from the same governed state. No copy-paste dashboards, no stale status decks.
Client Dashboards
Real-time visibility into engagement status, deliverable progress, and quality metrics. Clients see governed state — not internal chatter.
Operational Views
Internal dashboards for engagement managers showing pipeline health, blocked items, upcoming gates, and resource allocation across engagements.
Audit Trails
Every decision, approval, and state change is logged with timestamp, actor, and evidence. Exportable for compliance and post-mortem analysis.
Tool architecture
Every capability in the platform is a registered tool with a JSON manifest, validated I/O, and policy enforcement. No implicit behavior, no undocumented side effects.
11 Tool Namespaces
Calendar, GitHub, Sonos, memory, notifications, data ops, pipeline orchestration, and more. Each namespace is self-describing with JSON manifests.
Handler Purity
Tool handlers import only the error module — no database access, no side-channel state. Pure functions with validated I/O schemas.
Executor-Neutral Contracts
Work items are defined as contracts, not scripts. The same contract can be executed by the Audit Kit, Claude Code, a human contractor, or a CI pipeline.
Pack Abstraction
Vertical configuration packs bundle checks, thresholds, and output templates for specific domains. Packs are composable and version-controlled.
Safety by default
The platform is restrictive by design. Every action requires policy clearance and leaves an audit trail. Constraints are explicit, not bolted on.
Policy Engine
YAML role config with tool-specific overrides — volume caps, repo allowlists, execution modes. Constraints are explicit, not implicit.
Approval Gateway
Single entry point: schema validation, policy check, human approval, execution, logging. No action runs without a trace.
51 Governed Entities
Every entity in the platform — tools, policies, roles, packs, engagement records — is registered, versioned, and auditable.
Where to start
Platform or Audit Kit?
The Audit Kit is the fastest way to prove value — drop a CSV, get a scored audit, a dbt project, and a dashboard. No contracts, no setup.
The Platform is for organizations that need governed delivery across multiple engagements — policy enforcement, approval workflows, and audit trails at scale.
See the platform in action
Start with a data audit or book a call to scope a governed engagement.
Book a Call