Model access
Live- Purpose
- Connect multiple model sources through one governed access layer.
- Input
- Model providers, accounts, and usage policies
- Output
- A unified model catalog and invocation layer
Connected systems
30 composable modules
Operating module ledger
Move from business outcomes into deliverable system modules.
Combine module group, outcome, system, and readiness filters. Every module states its purpose, input, output, and exact connection to a real system.
Filter capability modules
30 of 30 modules
Module results
01 02 API compatibility
Live- Purpose
- Use stable contracts to connect different models and existing applications.
- Input
- Existing SDKs, request formats, and model capabilities
- Output
- Unified APIs, streaming responses, and error semantics
Connected systems
03 Keys and quota
Live- Purpose
- Allocate access and quota by user, team, and application.
- Input
- Identity, plans, budgets, and invocation boundaries
- Output
- Revocable keys, quota, and usage ledger
Connected systems
04 Quality routing
Validated- Purpose
- Route requests using model quality, capacity, latency, and cost.
- Input
- Quality reports, capacity snapshots, and routing policy
- Output
- Candidate ranking, fallback, circuit breaking, and decision records
Connected systems
05 Usage and cost
Live- Purpose
- Bring requests, tokens, cost, and anomalies into one operating view.
- Input
- Invocation logs, pricing, and organization dimensions
- Output
- Usage detail, budget alerts, and cost attribution
Connected systems
06 Knowledge ingestion
Validated- Purpose
- Ingest documents, web pages, images, and business records with provenance.
- Input
- Files, websites, databases, and content policies
- Output
- Versioned, structured knowledge assets
Connected systems
07 Permission-aware retrieval
Deployable- Purpose
- Make retrieval results respect organization, role, and source permissions.
- Input
- Identity, permissions, indexes, and retrieval policy
- Output
- Governed retrieval results and access audit
Connected systems
08 Cited assistants
Validated- Purpose
- Return inspectable sources and factual boundaries with each answer.
- Input
- Questions, authorized knowledge, and answer policies
- Output
- Cited answers, confidence cues, and feedback entry points
Connected systems
09 Knowledge refresh
Validated- Purpose
- Detect stale sources and move updates through candidate, review, and publish states.
- Input
- Source versions, update dates, and review policy
- Output
- Refresh queues, candidate versions, and change records
Connected systems
10 Market research
Validated- Purpose
- Turn public pages, reports, and business questions into traceable research.
- Input
- Research questions, source scope, and evidence standards
- Output
- Source snapshots, research briefs, and opportunity judgments
Connected systems
11 Trend and competitor monitoring
Deployable- Purpose
- Continuously collect external signals while separating platform trends from competitor activity.
- Input
- Watchlists, platforms, keywords, and cadence
- Output
- Signal snapshots, change reports, and action recommendations
Connected systems
12 Evidence ledger
Validated- Purpose
- Bind content claims to company material, sources, and review decisions.
- Input
- Claims, sources, versions, and risk policy
- Output
- Citable evidence, conflicts, and approval state
Connected systems
13 Editorial workflow
Validated- Purpose
- Connect topics, briefs, creation, revision, and approved versions.
- Input
- Topics, channels, materials, and brand rules
- Output
- Content packages, candidate versions, and review records
Connected systems
15 Video recipes
Validated- Purpose
- Codify duration, shots, voice, rendering, and review rules as reusable recipes.
- Input
- Content type, target channels, brand, and quality policy
- Output
- Versioned recipes, batches, and stage runs
Connected systems
16 Storyboard and assets
Deployable- Purpose
- Manage scripts, character bibles, shot candidates, uploads, and licensing.
- Input
- Approved direction, script, brand assets, and media rules
- Output
- Storyboards, asset candidates, selections, and license inventory
Connected systems
17 Voice and captions
Deployable- Purpose
- Generate voice by shot, measure duration, and build caption timelines.
- Input
- Narration, voice policy, language, and shots
- Output
- Audio segments, captions, timelines, and provenance
Connected systems
18 Rendering and media QA
Validated- Purpose
- Render deterministically and inspect integrity, loudness, black frames, and freeze frames.
- Input
- Approved shots, audio, captions, templates, and output specs
- Output
- MP4, captions, manifest, and QA report
Connected systems
19 Compliance review
Validated- Purpose
- Locate risky segments, compare versions, and retain human decisions against policy.
- Input
- Video, transcript, industry policy, and versions
- Output
- Timestamped issues, revision guidance, approval, and reports
Connected systems
20 Workflow orchestration
Validated- Purpose
- Connect APIs, jobs, agents, and external systems without losing business state.
- Input
- Triggers, steps, dependencies, policy, and service contracts
- Output
- Observable runs, stage artifacts, and completion states
Connected systems
21 Human approval
Validated- Purpose
- Bind high-value decisions to exact candidates, versions, and content hashes.
- Input
- Candidate artifacts, review policy, and decision owners
- Output
- Approvals, rejections, feedback, and audit records
22 Retry and recovery
Validated- Purpose
- Make failed work idempotently retryable, pausable, resumable, and dead-lettered.
- Input
- Job state, idempotency keys, leases, and error classes
- Output
- Governed retries, recovery points, and operator queues
Connected systems
23 CRM and customer portals
Deployable- Purpose
- Run leads, customers, demand, and service progress in one relationship model.
- Input
- Customers, leads, requests, identity, and communication records
- Output
- Pipelines, customer views, portals, and accountable actions
Connected systems
24 Internal tools and admin
Live- Purpose
- Give operators interfaces built around real states and permissions.
- Input
- Business objects, roles, actions, and system APIs
- Output
- Admin consoles, workspaces, queues, and audit entry points
Connected systems
25 Orders, inventory, and tickets
Deployable- Purpose
- Place transaction and service objects inside traceable state machines.
- Input
- Catalog, inventory, orders, issues, and fulfillment rules
- Output
- States, assignments, exceptions, and fulfillment records
Connected systems
26 Forms and document flows
Deployable- Purpose
- Connect information intake, files, confirmation, and signing to operations.
- Input
- Fields, files, approvals, notifications, and retention policy
- Output
- Governed records, document packages, and completion evidence
Connected systems
27 Decision dashboards
Deployable- Purpose
- Move from metrics and anomalies to causes, ownership, and next actions.
- Input
- Business events, metric definitions, baselines, and owners
- Output
- Layered metrics, anomalies, explanations, and action queues
Connected systems
28 Product and privacy analytics
Deployable- Purpose
- Measure visits, conversion, and product behavior within explicit data boundaries.
- Input
- Event plans, consent policy, and business goals
- Output
- Funnels, paths, conversion, and retention observations
Connected systems
29 Commerce and service operations
Deployable- Purpose
- Connect catalog, payment boundaries, fulfillment, after-sales, and customer state.
- Input
- Commercial rules, catalog, orders, inventory, and service policy
- Output
- Composable commerce and service operations
Connected systems
30 Deployment and ongoing operations
Deployable- Purpose
- Include environments, releases, monitoring, backups, and evolution in delivery.
- Input
- Runtime environment, SLA, data boundaries, and change process
- Output
- Rollback-ready releases, health checks, alerts, and operating cadence