AI Agents
An enterprise platform to build, deploy, and operate AI agents and workflow automation across the organization.
aiagents.vydhi.ai
66
Applications
12
Capability zones
1
Shared foundation
Capability overview
66 applications organized across 12 zones on one shared data core.
- 01Agent Building & Design7
- 02Workflow & Orchestration6
- 03Knowledge & RAG5
- 04Tools & Integrations5
- 05Conversation & Interface6
- 06Testing & Evaluation6
- 07Deployment & Runtime5
- 08Observability & Ops6
- 09Governance, Safety & Guardrails6
- 10Model & Data Ops5
- 11Client Delivery & Marketplace5
- 12Analytics & Platform Internals4
Walkthrough
Walkthrough video coming soon — no placeholder media
A 2–3 minute owner-recorded walkthrough of the AI Agents environment publishes here once recorded.
Working with AI Agents
What it is
Not published yet — this section fills in when the AI Agents tester docs ship.
What it solves
Not published yet — this section fills in when the AI Agents tester docs ship.
Why it matters
Not published yet — this section fills in when the AI Agents tester docs ship.
How to use it
Not published yet — this section fills in when the AI Agents tester docs ship.
Where results appear
Not published yet — this section fills in when the AI Agents tester docs ship.
See it live
Request demo access
Live demos are gated and time-boxed, issued centrally by Vydhi. Ask for a demo window and we’ll send you a scoped access link into aiagents.vydhi.ai.
Request accessPrivate preview · access by request
Reality contract
- Synthetic data
- Every demo runs on 100% synthetic data. No real customer or personal data is used.
- Simulated integrations
- External systems — payments, messaging, channels, telemetry — are simulated and clearly labelled.
- Representative figures
- Any metrics shown are representative ranges to illustrate capability, not fabricated client results.
- Decision-support AI
- AI features are metered decision-support: assistive, auditable, and fail-closed — never autonomous action on real systems.
Applications
All 66 applications. Each ships the standard four documents — Business Problem & Solution, How to Use, User Journey, Architecture — publishing with the content migration.
Zone 01Agent Building & Design · 7 apps
01Agent HubThe agent workspace with client/project switcher, a my-agents grid, build-new entry, recent-traces snapshot, the 66-app launcher, and operator console.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
02Agent Builder (no-code / config)Visual/config agent builder that composes prompt, tools, knowledge, and model into a versioned agent.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
03Prompt Designer & VersioningAuthor and version system prompts with diff and rollback over the prompt-version spine.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
04Agent Templates & BlueprintsA gallery of starter agent blueprints by archetype.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
05Persona & Behaviour ConfigTone, persona, behaviour, and refusal-style config for an agent.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
06Multi-Agent Team DesignerCompose a team of sub-agents with routing and handoff over the agent spine.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
07Reasoning / Planning ConfigConfigure reasoning depth and planning strategy for an agent.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
Zone 02Workflow & Orchestration · 6 apps
08Workflow Orchestrator (visual)Visual workflow builder wiring trigger to LLM to tool to branch to human to output over the workflow-step spine.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
09Trigger & Event ManagerRegister triggers over the event spine with emit and subscribe.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
10Conditional Logic & BranchingDeterministic branching and rules over workflow steps.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
11Human-in-the-Loop / ApprovalsPause a workflow for a human approval step, RBAC-gated.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
12Scheduler & Cron JobsSchedule recurring runs on a cron cadence.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
13Sub-Agent Routing & HandoffRoute a task to the best sub-agent and hand off context.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
Zone 03Knowledge & RAG · 5 apps
14Knowledge Base / RAG BuilderBuild a grounded RAG knowledge base across ingest, chunk, index, and retrieve, with a metered grounded-answer stage.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
15Document Ingestion & Chunking (sim)Document ingestion and chunking over the document spine.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
16Vector Store Management (sim)Manage vector indexes with dimensions, vectors, and health.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
17Retrieval Tuning & RerankingTune retrieval and a metered rerank stage over passages.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
18Grounding & Citation ConfigConfigure grounding strictness and citation style, citing only retrieved passages.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
Zone 04Tools & Integrations · 5 apps
19Tool Registry & Function CallingRegister callable tools and function schemas.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
20Integration / Connector Catalog (sim)A catalog of generic connectors.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
21API & Webhook Actions (sim)Define API and webhook actions.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
22Custom Tool BuilderAuthor a custom tool with schema and handler that runs against fixtures.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
23MCP / Plugin Manager (sim)Manage MCP servers and plugins.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
Zone 05Conversation & Interface · 6 apps
24Chat Agent StudioDesign and preview a chat agent against conversations.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
25Conversation Flow DesignerDesign turn-by-turn conversation flows and fallbacks.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
26Voice Agent Builder (sim)Build a voice agent over transcripts with a metered stage.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
27Multi-Channel Deploy (web / WhatsApp / slack, sim)Publish an agent to channels using generic archetypes.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
28Widget & Embed BuilderCode-drawn embeddable widget preview.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
29Multilingual Agent ConfigConfigure multilingual behaviour over samples.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
Zone 06Testing & Evaluation · 6 apps
30Eval Harness & Test SuitesBuild eval suites and run them over agent versions with a metered LLM-judge stage.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
31Simulation & Scenario TestingRun agents through multi-turn scenarios with a metered narrative.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
32A/B & Prompt ExperimentsTwo-variant prompt experiments with a deterministic winner read-out.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
33Conversation / Trace ReviewReview conversation traces with a metered summary.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
34Regression & Quality GatesDeterministic regression gates over eval history.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
35Red-Teaming & Safety TestsRun a red-team prompt set with deterministic scoring and a metered explain.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
Zone 07Deployment & Runtime · 5 apps
36Agent Deployment & Versioning (sim)Deploy a version to an environment.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
37Environments (dev / stage / prod, sim)Manage dev, stage, and prod environments.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
38Runtime / Execution Engine (sim)An execution engine that runs agents against fixtures.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
39Rollout & RollbackStaged rollout and one-click rollback over the deployment spine.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
40Rate Limiting & QuotasPer-agent rate limits and quota config.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
Zone 08Observability & Ops · 6 apps
41Live Agent MonitorLive view of agent runs over the trace stream.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
42Trace & Session ExplorerDeep trace and session explorer covering spans, tool-calls, and tokens with a metered explain.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
43Cost & Token AnalyticsAgent-facing cost and token analytics over runs.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
44Latency & PerformanceLatency, throughput, and p95 over runs.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
45Error & Failure AnalysisDeterministic failure clustering with a metered triage narrative.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
46Observability DashboardsComposable agent observability dashboards with a metered summary.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
Zone 09Governance, Safety & Guardrails · 6 apps
47Guardrails & Content FiltersConfigure content, topic, and PII guardrails with a metered explain.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
48PII / Data Redaction (sim)Deterministic PII redaction over traces, reporting by location and rule.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
49Policy & Compliance ConfigPolicy and compliance posture including Responsible-AI and GDPR.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
50Access Control & Secrets (sim)RBAC and a secrets vault.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
51Human Escalation RulesDeterministic escalation rules that route to a human.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
52Audit & Responsible-AI LogThe live audit log and a labelled Responsible-AI trail.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
Zone 10Model & Data Ops · 5 apps
53Model Catalog (Managed / OSS, dual-mode)The dual-mode model catalog spanning managed and OSS, with cost and context window.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
54Model Routing & FallbackRoute between models with fallback and a deterministic policy.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
55Fine-Tune / Adapter Manager (sim)A fine-tune and adapter registry.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
56Dataset & Fixture ManagerManage eval datasets and fixtures as the replay source.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
57Prompt / Model Cost OptimizerDeterministic cost-optimization suggestions with a metered narrative.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
Zone 11Client Delivery & Marketplace · 5 apps
58Client / Project WorkspacesMulti-client and project workspaces with scoped switching and isolation.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
59Agent Marketplace / Template StoreA marketplace of agent templates by archetype.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
60Agent Concierge / Build Assistant (RAG)A grounded RAG build-assistant over the platform playbook with a metered grounded-answer stage.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
61Usage Billing & Metering (sim)Per-client usage and billing over usage records in integer paise.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
62Client Portal & HandoffA client-facing portal to review and hand off delivered agents.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
Zone 12Analytics & Platform Internals · 4 apps
63Platform BI & Agent Analytics (safe NL)Safe-NL BI over aggregate agent analytics using a confined query spec, never raw SQL, with a metered NL-to-spec stage.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
64Anomaly & KPI AlertingDeterministic anomaly and KPI-threshold detection with a metered explain, emitting a threshold-breached event.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
65Cost & FinOps MonitorReads the platform cost ledger read-only for spend by app and stage, OSS versus managed, and budget burn-down.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request
66Admin & Access Console / RBAC·SSOOwner/viewer RBAC and per-credential scope admin, folding in Data Quality, Lineage, Feature Flags, and ModelOps/PromptOps.
Documentation
- Business Problem & Solution · draft
- How to Use · draft
- User Journey · draft
- Architecture · draft
Private preview · access by request