We build the part that’s yours.
Habitat sits above the systems you keep and holds the work particular to your business—from a model or workflow to a complete application.
Every build inherits the estate.Nothing is built twice.
A model, a workflow and an application read the same resolved records, obey the same permissions, and deploy through the same operations. Trust holds provenance and access. Intelligence holds the business context and everything that reads it. Delivery holds every route out to a person or a process.
- Trust
Known source. Declared access.
Provenance, permissions and operating boundaries stay with the work.
Data and ProvenanceIdentity and AccessDeployment and Operations
- Intelligence
One business context.
Records, documents and connected systems become shared context for judgement.
AI and AnalyticsDocuments and ArtifactsIntegrations and APIs
- Delivery
Many ways to act.
People, automation and interfaces use that context to move the work.
Workflow and AutomationCommunication and CollaborationSurfaces and Applications
One ontology, assembled from every system.
Habitat resolves records from the systems you keep into shared entities, fields and relationships. Each source contributes what it knows. Connect another source, and the ontology grows without rebuilding the work already using it.
Systems of record
- Legal nameNorthwind Industries LLCERP authoritativeMES alternate
- RegionERP
- Company codeERP
- Manufacturer codeMES
- Production statusMES
- License numberRegistry
- License statusRegistry
The platform takes the shape of the work.
A defined route from trigger to result. It can pause for human judgement or run unattended as scheduled, event-driven or data-processing automation.
Assess & resolve
Scores & propensities
Turn each record into a comparable score or likelihood against an explicit rubric and threshold.
Classifiers
Assign a label or category with confidence, test cases and a review path for uncertainty.
Matchers & resolvers
Judge whether records describe the same thing and surface borderline matches for adjudication.
Retrieve & choose
Retrieval, ranking & recommendations
Compare and order records, passages or candidates, then retrieve or recommend the best fit against a declared objective.
Allocation & optimization
Choose an assignment, route or portfolio under stated constraints and trade-offs.
Project & assure
Forecasts
Project a measure or state through time from versioned inputs, assumptions and methods.
Valuation & simulation
Reusable engines that calculate value or outcomes across scenarios and sensitivities.
Model adaptation & evaluation
Select, tune and version models for your cases, then test each release against an agreed evaluation set and threshold.
Describe & compare
Comparisons
Put cohorts, peers, markets or periods on one basis and show the material differences.
Trend & variance reviews
Show what changed over time or against plan, and where the movement came from.
Segmentations
Divide a population into decision-useful groups and state the rules behind them.
Explain & verify
Diagnostics
Explain what happened by isolating the drivers behind an observed result.
Reconciliations
Resolve conflicting figures or sources into one checkable answer.
Diligence reviews
Test a claim against evidence, expose gaps and land on a bounded conclusion.
Decide under uncertainty
Scenario & sensitivity studies
Show how a conclusion changes when assumptions or conditions move.
Decision memos
Record a recommendation with its evidence, assumptions and date so it can be revisited.
Identity & reference
Entity registries
Canonical records for people, companies, sites or assets, resolved across sources and kept current.
Universes & panels
A bounded population with explicit membership and coverage rules, maintained over time.
Taxonomies & reference data
Versioned categories, hierarchies, codes and crosswalks, published with an owner and a version for people and software to reuse.
Evidence & observation
Activity & event histories
Timestamped interactions, events or observations kept as a reusable, queryable history.
Evidence corpora
Documents, passages and extracted facts kept with permissions, revisions and source evidence.
Geospatial layers
Points, boundaries, routes or grids aligned to stable identifiers and a declared resolution.
Derived measures
Marts, metrics & benchmarks
Governed facts, dimensions and comparable measures published at a declared grain for repeated analysis.
Model-output datasets
Scores, classes, forecasts or valuations stored with the model version and time that produced them.
Human casework
Intake & triage
Capture incoming work, validate what arrived and route it to the right next step.
Review & adjudication
Pause an ambiguous or low-confidence case for a named human decision.
Case & stage routes
Move long-running work through defined states, owners and handoffs.
Reconciliation & remediation
Compare sources, assign exceptions and close each discrepancy with a record of the result.
Data operations
Ingestion & transformation
Load, normalize, validate and publish data on one repeatable path.
Synchronization & stewardship
Keep ingested records current, route discrepancies for review and preserve the approved state in the governed model.
Unattended runs
Scheduled automations
Run enrichment, synchronization or production work on a declared cadence, with retries and a record of each run.
Event-driven automations
Start bounded work from a webhook, record change or system event and preserve the run trail.
Operate
Unified operating views
Bring several source systems into one current view for a role.
Systems of record
Own the objects and process that a standard product cannot represent cleanly.
Role-specific workspaces
Compose the records, actions and reporting a role needs to finish its work.
Investigate & decide
Review consoles
Put exceptions, evidence, decisions and approved actions in one bounded surface.
Research workspaces
Search, filter and compare a maintained universe or evidence set.
Planning workbenches
Compare options, scenarios and constraints before committing the next move.
Measure & configure
Analytics & reporting hubs
Explore governed measures, assemble views and publish recurring reporting.
Administration studios
Configure objects, rules, roles, layouts and flows without rebuilding the application.
Understand
Answer & research
Find an answer across permitted records and documents, with the supporting evidence attached.
Analyze & explain
Turn a question into a governed query, chart or explanation inside the current application.
Investigate
Choose and execute several bounded steps to resolve an open question.
Prepare & decide
Draft & synthesize
Turn governed records and evidence into a reviewable memo, report or message.
Review & critique
Check an artifact against stated rules and surface unsupported claims or gaps.
Plan & recommend
Assemble options and a proposed course of action while keeping the basis visible.
Act
Build & configure
Create a field, rule, analysis, report or view for a person to approve in-app.
Act & update
Execute registered, permission-bounded actions and apply approved changes to the governed record.
Habitat runs where you need it to run.
The platform stays the same. What changes is whether the tenant, cell and control plane are shared, dedicated, or inside your cloud.
Build the operating middle.
Keep authoritative systems and exceptional specialist tools; build the business-specific layer between them so cross-system work stops living in spreadsheets, weak add-ons, and disconnected custom projects.
Read the perspectiveMap the operating layer your business should own.
Bring the core systems you intend to keep, the specialist tools that have earned their place, and the work that falls between them. We will show where Habitat fits.