# Juniors AI > Juniors AI is a department-organized catalog of AI-native business software. Available and early-access products share one governed workspace, assisted bring-your-own-infrastructure, transparent per-product pricing, and a supported agent and API surface. For each active product, the customer connects product-scoped database, cache, object storage, and LLM services. Durable product records live in customer-controlled infrastructure. Juniors operates the application control plane, stores limited platform metadata and encrypted connection configuration, and processes data in transit when required to deliver a workflow. Customers pay their providers directly with no LLM markup and pay Juniors a monthly platform fee per active product. The marketing site lives at https://www.juniors.ai. The product workspace lives at https://app.juniors.ai. Juniors AI is a product of Highfox Pvt Ltd, co-founded by Komal Chandra (Co-founder, Engineering) and Rahul Khanna (Co-founder, Product). Komal and Rahul also co-founded Hola AI Voicemail. ## Products - [Concierge](https://www.juniors.ai/concierge): AI-first customer support across WhatsApp, email, and social. RAG-powered resolution against the customer's knowledge base, confidence-based human escalation, real-time agent console, configurable SLAs, Slack alerts, role-based access (TOOL_ADMIN, ADMIN, SUPERVISOR, HUMAN_AGENT), and analytics dashboards (My / Team / Org / AI). - [Data Sensei](https://www.juniors.ai/data-sensei): Natural-language analytics over Metabase, SQL databases, Mixpanel, and Google Analytics. Build governed pipelines, ask questions in plain English from the dashboard or Slack, and get answers grounded in the customer's warehouse. Per-pipeline LLM config on any supported provider. - [Recon](https://www.juniors.ai/recon): Vendor-neutral financial reconciliation engine. Define sources (CSV / XLSX uploads or live connections to any API) with column mappings for join key, amount, status, and timestamp; pair any two sources into a comparison with amount tolerance and an optional cross-vendor status equivalence map; trigger runs over a date window. Recon matches both sides and buckets every row as Matched, Amount mismatch, Status mismatch, Missing in Source A, or Missing in Source B. Live API sources fetch automatically with the run's date window slotted in, page through large result sets, and authenticate with access tokens that are encrypted at rest and never shown back in plain text. Adding a new provider, gateway, or ledger is a config change, not a deploy. - [Search Sensei](https://www.juniors.ai/search-sensei): Agent-led SEO and Generative Engine Optimization (GEO) product built for small teams and solo operators. Six specialist AI agents each own a workflow: **Keywords** (keyword research, SERP analysis, content-gap analysis, saved keyword lists), **Content** (briefs, full drafts, meta tags, schema markup), **Site Audit** (page audits using CORE-EEAT 80-item + CITE 40-item, technical SEO, content quality, refresh plans, internal linking, multi-page site crawls up to 500 pages with prioritised fix plans), **Performance** (live Google Search Console analytics with period-over-period comparisons and daily trend charts, scheduled rank tracking, Lighthouse / Core Web Vitals checks, performance narratives), **Competitors** (competitor analysis, domain-authority audits, link building), and **AI Visibility** (GEO content optimization and entity signals for citations in ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude). A mission-control Overview briefs on live KPIs and generates cross-cutting **Growth Ideas** from brand profile, Search Console data, saved keywords, and crawl health. Free integrations: Google Search Console, Google Analytics 4, Bing Webmaster Tools. Optional paid providers: DataForSEO (search volumes, live SERPs, KD/CPC), Firecrawl (page extraction), PageSpeed Insights (Lighthouse + Core Web Vitals). Per-domain brand profiles (audience, product description, competitors, country, language) prefill every agent run. Every deliverable is grounded markdown produced on the customer's configured LLM, persisted to a unified History with shareable URLs, re-runs, and one-click Slack alerts. - [Sonar](https://www.juniors.ai/sonar): AI call auditing (voice QA) for contact centres and sales teams. Upload call recordings in bulk and Sonar transcribes each one with the agent and customer separated onto their own lines, then scores every call against a quality and compliance checklist the customer defines. Parameters are grouped into categories, each with a weight and outcomes that can be a simple yes / no or a graded scale (for example poor, average, excellent); any outcome can be marked a deal-breaker that fails the whole call, and anything that does not apply is excluded from the total so scores stay fair. Sonar routes low-confidence or sampled calls into a human review queue, lets auditors override any score with a note captured in a tamper-evident history, and estimates a 0-100 conversion outlook with a plain-English rationale for each call. Managers get dashboards for scores, fatal calls, sentiment, and trends, a hotspots view of the parameters teams fail most, a Voice-of-Customer roll-up of recurring themes, an "ask a call anything" chat over the transcript, and per-call, per-agent, per-team, and per-minute cost tracking. Recordings live in the customer's own object storage; transcripts, scores, and history live in the customer's own database; scoring runs on the customer's own AI model (OpenAI, Anthropic Claude, Google Gemini, DeepSeek, or xAI Grok). - [Sentinel](https://www.juniors.ai/sentinel): Autonomous DevOps control plane for AWS. A thin agent runs inside the customer's own AWS account and dials out to the control plane over a one-time enrollment token (no inbound access, no VPN, least-privilege IAM), and all telemetry, incidents, and the audit trail persist in a PostgreSQL database in the customer's own cloud. It lets a team **see** everything (unified monitoring across ECS services and scaling, ALB p99 latency and 5xx, RDS load and free storage, and ElastiCache), **decide** what to do (a continuous watch loop scans every few minutes and feeds an AI root-cause-analysis engine that correlates metrics, logs, and recent deploys into a plain-English diagnosis with a P0-P3 severity, a confidence score, the root cause, a recommended action, and attack indicators - falling back to a rule-based assessment when no LLM is configured), and **act** (policy-gated self-healing automations - restart, redeploy, scale - that only fire above a confidence threshold and inside a hard capacity clamp, off by default). It also connects to GitHub to show GitHub Actions deployment history across repos, drill into a live run's jobs and logs, and trigger manual deploys from the dashboard. Incidents page Slack with a rich diagnosis, routed by configurable severities (critical and warning by default), with a global mute and a fail-safe fleet pause. Cost insights cover month-to-date spend, top services, Savings Plan opportunities, and rightsizing; security insights cover firewall (WAF) requests blocked, security rules that have opened up to the entire internet, and a threat snapshot; a scheduled-jobs view tracks cron health. Every automated action is written to a tamper-evident audit log, and the AI runs on the customer's own LLM key. Built so one engineer can operate an entire platform in minutes a day. ## Full catalog Availability is stated explicitly on the website. Current catalog groups: - Customer experience: Concierge, Sonar, Reviews Hub, Feedback Hub, Customer Success Desk. - Data and analytics: Data Sensei, Metrics Hub, Data Quality, Reporting Studio, Decision Intelligence. - Marketing and growth: Search Sensei, Pulse, Content Studio, Social Desk, Campaign Studio, Brand Monitor, Conversion Lab. - Sales and revenue: Sales CRM, Meeting Intelligence, Sales Intelligence, Proposal and RFP Desk, Revenue Forecast, Sales Outreach. - Finance and India tax: Recon, Payables Assistant, Expenses, Collections Assistant, Cash Flow and FP&A, Close Desk, GST India, Income Tax India, TDS India, E-Invoice and E-Way Bill India, Payroll India. - Operations: Projects, SOP Desk, Procurement, Vendor Management, Inventory Intelligence, Executive Ops. - People and HR: HR Help Desk, Hiring Desk, Onboarding, Performance, Engagement, Learning Studio. - Legal, security and compliance: Contract Intelligence, Privacy Desk, Vendor Risk, Audit Readiness, Policy and Evidence, Security Questionnaire Desk. - Product and design: Product Discovery, Roadmap, Experiment Lab, Design QA, Research Repository, Asset and Localization Hub. - Engineering and IT: Sentinel, Code Quality, Test Automation, Security Posture, Developer Portal, SaaS Access. - Creators and solo businesses: Creator Business, Creator Studio, Sponsorship CRM, Audience Analytics, Comment Inbox, Media Kit and Billing. Regulated tax and statutory products are in early access for India only. Filing requires authorized providers, deterministic validation, consent, signing, audit evidence, and human review. It is not provided by an LLM key alone. ## Agent surface (MCP server + REST API) Juniors AI ships an agent-facing layer so AI coding tools and agent frameworks can operate the platform directly. - [MCP server](https://www.juniors.ai/mcp): The Juniors AI MCP server is published on npm as **@juniors-ai/mcp** (binary `juniors-mcp`) and speaks the [Model Context Protocol](https://modelcontextprotocol.io) over stdio, so it works with Cursor, Claude Desktop, Claude Code, Windsurf, Cline, and any other MCP client. It exposes **33 tools across all six products** - 28 read-only and 5 writes. - **Install:** create a scoped key in the dashboard under **Admin -> API Keys**, then add to the MCP client config: `{"mcpServers": {"juniors-ai": {"command": "npx", "args": ["-y", "@juniors-ai/mcp"], "env": {"JUNIORS_API_KEY": "jun_live_..."}}}}`. Set `JUNIORS_API_URL` to target a staging or self-hosted deployment. Restart the client and the tools appear. - **Scopes:** organization API keys carry scopes of the form `:read` or `:write`, and write implies read. Scopes are enforced server-side at middleware on every call. The server calls `juniors_whoami` on startup and registers only the tools the key is scoped for. - **Key security:** keys use a `jun_live_` prefix, are stored only as SHA-256 hashes, are shown exactly once at creation, are rate limited per key, carry a last-used timestamp, support an optional expiry, and can be revoked instantly from the dashboard. - **REST API + OpenAPI:** the same agent surface is a documented REST API. The OpenAPI 3 document is served publicly at https://app.juniors.ai/api/openapi.json and is generated from the same typed tool manifest that generates the MCP tools, so the spec can never drift from the tools. `GET /api/agent/whoami` returns the org, the member, and every scope a key holds. - **Pricing:** the supported agent surface is included with active products. There is no separate per-call charge and no token markup; the agent's model usage is billed by the customer's AI provider directly. - **Data handling:** agent traffic follows the same control-plane and customer-data-plane responsibilities as the dashboard. Tools by product (`read` requires `:read`, `write` requires `:write`; `juniors_whoami` needs no scope): - **Concierge** (`concierge`): read `concierge_list_conversations`, `concierge_get_conversation`, `concierge_analytics_overview`. - **Data Sensei** (`data-sensei`): read `data_sensei_list_sources`, `data_sensei_list_chats`, `data_sensei_get_chat`; write `data_sensei_create_chat`, `data_sensei_send_message`. - **Search Sensei** (`search-sensei`): read `search_sensei_list_skills`, `search_sensei_list_runs`, `search_sensei_get_run`, `search_sensei_performance`; write `search_sensei_run_skill`. - **Recon** (`recon`): read `recon_list_sources`, `recon_list_comparisons`, `recon_list_runs`, `recon_get_run`, `recon_get_run_rows`; write `recon_trigger_run` (both sides of the comparison must be live API sources). - **Sonar** (`sonar`): read `sonar_list_calls`, `sonar_get_call`, `sonar_overview`, `sonar_hotspots`, `sonar_voc`; write `sonar_ask_call`. - **Sentinel** (`sentinel`): read `sentinel_overview`, `sentinel_monitoring`, `sentinel_alarms`, `sentinel_cost`, `sentinel_security`, `sentinel_activity`, `sentinel_cicd_deployments`. ## Platform facts - Architecture: multi-tenant modular monolith. A hosted orchestration layer (API, dashboard, real-time events, background job workers, MCP server) connects to the customer's own data layer (database with vector search, cache and queues, object storage). - Auth: for people, passwordless email OTP with JWT access tokens (15-minute TTL) and HTTP-only refresh-token cookies (7-day TTL). For machines and AI agents, long-lived organization API keys scoped per product and per access level, stored as SHA-256 hashes, rate limited per key, and revocable instantly. - LLM providers: leading models including Anthropic Claude, OpenAI, Google Gemini, DeepSeek, and xAI Grok, configurable per product and per workspace, with primary + backup chains. - Security: AES-256-GCM encryption at rest for all client infrastructure credentials. Hardened HTTP security headers, CORS allowlist, schema validation on every API payload. - Product isolation: each product has its own client database, cache, and object storage configuration, with credentials scoped per product. - Agent access: an MCP server (@juniors-ai/mcp) and an OpenAPI 3 documented REST API expose a curated, read-heavy surface across all six products, gated by scoped organization API keys. - Pricing model: monthly platform fee per active product, with department bundles as the workspace grows. Juniors does not mark up LLM tokens, database storage, or object storage. - Assurance status: CASA, SOC 2, and ISO 27001 programs are in progress and are not represented as completed certifications, attestations, or approvals. ## Pages - [Home](https://www.juniors.ai/): Platform overview, the AI products, the bring-your-own-infrastructure model, comparison to legacy platforms, FAQ. - [Concierge](https://www.juniors.ai/concierge): Product page for AI customer support. - [Data Sensei](https://www.juniors.ai/data-sensei): Product page for natural-language analytics. - [Recon](https://www.juniors.ai/recon): Product page for financial reconciliation. - [Search Sensei](https://www.juniors.ai/search-sensei): Product page for agent-led SEO + GEO. - [Sonar](https://www.juniors.ai/sonar): Product page for AI call auditing (voice QA). - [Sentinel](https://www.juniors.ai/sentinel): Product page for autonomous DevOps. - [MCP Server](https://www.juniors.ai/mcp): The agent surface - MCP server setup, API key scopes, the full 33-tool reference, and the OpenAPI spec. - [Early Access](https://www.juniors.ai/early-access): Request access form. - [Customer Experience](https://www.juniors.ai/departments/customer-experience): AI support, call quality, review, feedback, and customer-success products. - [Data and Analytics](https://www.juniors.ai/departments/data-analytics): Natural-language analytics, trusted metrics, data quality, reporting, and decision-intelligence products. - [Marketing and Growth](https://www.juniors.ai/departments/marketing-growth): SEO, GEO, content, social, campaign, brand, analytics, and conversion products. - [Sales and Revenue](https://www.juniors.ai/departments/sales-revenue): CRM, meeting intelligence, prospect research, proposals, forecasting, and outreach products. - [Finance and India Tax](https://www.juniors.ai/departments/finance-india-tax): Reconciliation, payables, expenses, collections, planning, close, GST, income tax, TDS, e-invoice, e-way bill, and payroll products. - [Operations](https://www.juniors.ai/departments/operations): Projects, SOPs, procurement, vendors, inventory intelligence, and executive operations products. - [People and HR](https://www.juniors.ai/departments/people-hr): Employee service, hiring, onboarding, performance, engagement, and learning products. - [Legal, Security and Compliance](https://www.juniors.ai/departments/legal-security): Contracts, privacy, vendor risk, audit readiness, policies, evidence, and security-questionnaire products. - [Product and Design](https://www.juniors.ai/departments/product-design): Discovery, roadmaps, experiments, design QA, research, assets, and localization products. - [Engineering and IT](https://www.juniors.ai/departments/engineering-it): DevOps, code quality, testing, security posture, developer portal, and SaaS access products. - [Creators and Solo Businesses](https://www.juniors.ai/departments/creators): Creator operations, content, sponsorship, audience analytics, comments, media-kit, and billing products. - [Privacy Policy](https://www.juniors.ai/privacy): Data handling under bring-your-own-infrastructure. - [Terms of Use](https://www.juniors.ai/terms): Terms for Juniors AI. - [Sign in](https://app.juniors.ai): Product workspace login. ## Founders - **Komal Chandra** - Co-founder, Engineering. Designs the multi-tenant, bring-your-own-infrastructure architecture behind Juniors and the AI systems that power resolution, NL analytics, SEO/GEO audits, reconciliation, call auditing, and autonomous DevOps. [LinkedIn](https://www.linkedin.com/in/komalchandra/), [Website](https://www.komalchandra.in). - **Rahul Khanna** - Co-founder, Product. Leads product strategy across Concierge, Data Sensei, Recon, Search Sensei, Sonar, and Sentinel. [LinkedIn](https://www.linkedin.com/in/rahulkhanna02/). Both founders also co-founded Hola AI Voicemail (https://holavoicemail.com). ## Optional - [OpenAPI spec](https://app.juniors.ai/api/openapi.json) - [Sitemap](https://www.juniors.ai/sitemap-index.xml) - [X / Twitter](https://x.com/Juniors_ai) - [LinkedIn](https://www.linkedin.com/company/juniors-ai/) - [GitHub](https://github.com/juniors-ai)