Evidence preserved. Reasoning governed. Outcomes remembered.

Architecture

The evidence + reasoning stack behind every decision.

Colle is a single, coherent system that carries enterprise information from source to executive output — preserving provenance, dependencies, and historical state at every step.

01SOURCES

Data Sources

  • CRM · ERP
  • Documents
  • Email · Chat
  • Market Data
  • Filings
02EVIDENCE

Evidence Layer

  • Ingestion
  • Normalization
  • Provenance
  • Access Policy
03GRAPH

Knowledge Graph

  • Entities
  • Relationships
  • Dependencies
  • Memory
04INTELLIGENCE

Governed Decisioning

  • Reasoning
  • Scoring
  • Actionable outputs
  • Reproducibility
05OUTPUTS

Outputs

  • Briefs
  • Feeds
  • Actionable outputs
  • Audit Trails
End-to-end provenance
Reproducible by construction
Continuous, non-destructive learning

Architecture

Five layers. One coherent system.

Layer 01

Sources

Colle connects to the systems where enterprise information already lives — CRM, ERP, document repositories, email, chat, market data, and filings — through governed connectors that respect existing access policies.

Governed connectorsRead-first by defaultPolicy-aware

Layer 02

Evidence Infrastructure

Incoming information is normalized into evidentiary units. Each unit retains its source, timestamp, and access scope, and remains traceable to the original artifact wherever it is referenced downstream.

ProvenanceNormalizationAccess scope

Layer 03

Knowledge Architecture

Evidence is linked into a connected structure of entities, relationships, and dependencies. This substrate is the organization's durable memory — every downstream computation reads from it.

Entities & edgesDependenciesOrganizational memory

Layer 04

Decision Intelligence Core

Colle's proprietary reasoning engine operates on the knowledge architecture — scoring risk, weighing options, and producing evidence-grounded outputs. Computations are dependency-aware, so changes propagate only where required, and every result is reproducible.

Reasoning engineSelective recomputationReproducibility

Layer 05

Outputs & Auditability

The reasoning stack is surfaced as executive briefs, action feeds, and analyst workspaces — each accompanied by the underlying evidence and a full audit trail available on demand.

Executive briefsAction feedsAudit trails

Security, Deployment & Governance

Built for the requirements of regulated enterprises.

Colle is designed to sit inside the enterprise perimeter — with the identity, deployment, and audit controls that Fortune 500 security teams expect.

SaaS

Managed cloud with tenant isolation and enterprise controls.

VPC

Dedicated instance inside the customer's cloud account.

On-Premise

Fully air-gapped installation for regulated environments.

01

Identity & Access

SSO

SAML 2.0 and OIDC. Enforced at the tenant boundary.

SCIM

Automated user and group provisioning from the IdP.

RBAC

Role-based access aligned to source-system policies.

Sessions

Session, device, and IP-scoped access controls.

02

Data & Infrastructure

Encryption

TLS 1.2+ in transit; AES-256 at rest across every store.

Keys

Customer-managed keys (BYOK) available on request.

Isolation

VPC, private networking, and IP allow-listing supported.

Egress

Explicit outbound controls; no untracked model traffic.

03

Governance & Assurance

Audit

Immutable event log across ingestion, reasoning, and output.

SOC 2

Type II program in progress under an accredited auditor.

Privacy

GDPR-aware processing; documented sub-processor list.

API-first

Every enterprise control exposed via governed APIs.

Enterprise Deployment

Designed for rapid implementation and long-term organizational learning

01

Discovery

Map systems, workflows, decision processes, and stakeholders.

02

Implementation

Connect data sources and configure Intelligence Surfaces.

03

Activation

Deliver briefs, recommendations, and decision support.

04

Continuous Learning

Reasoned Actions improve through usage, outcomes, and feedback.

A typical deployment begins delivering value within weeks.

Review the Architecture

Ready to see how Colle deploys inside your environment?

  • Enterprise-grade security
  • API-first architecture
  • Private deployment options
  • Continuous learning systems
  • Named account support
  • Built for long-term organizational intelligence