InBharat.Ai

We build practical AI systems that turn language, context, and workflows into useful software.

Operated by Uni Guru Technologies LLP · Recognised by DPIIT under Startup India in AI & Machine Learning · Certificate No. DPIIP268963

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What We Build

InBharat AI is a product studio focused on agentic AI, AI safety, decision intelligence, and multilingual software for India-first use cases.

We care about systems that work outside a demo:

• natural-language workflows that create useful output;
• human approvals before high-risk actions;
• audit trails and evidence, not invisible magic;
• multilingual and voice-first experiences for Bharat;
• open-source foundations where transparency matters.

We are intentionally careful with claims. Some projects are live, some are public beta, some have public repositories, and some are private product builds. The descriptions below reflect the current product posture.

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Flagship Work

KathaKitaab

Interactive AI storybook for Indian epics and children’s stories.

KathaKitaab is a live 2.5D story experience where readers can tap characters and objects to branch stories in real time, with AI-generated scenes, narration, and music.

Core areas: interactive storytelling, Indian epics, children’s learning, real-time branching, multimodal generation.

Website

JAK Swarm

Closed-loop AI workflow operator for founder-led teams.

JAK turns plain-English tasks into planned, role-aware workflows with approval and audit surfaces. The current public posture is public beta: strong foundations, active hardening, and honest product-proof work in progress.

Core areas: multi-agent orchestration, role routing, workflow traces, approvals, builder surface, company-memory direction.

Website · Repository

JAK Shield

Safety gateway for AI agents and tool calls.

JAK Shield is the separate security layer for policy checks, PII handling, prompt-injection defense, approval boundaries, and signed decisions before agents touch real tools.

Core areas: MCP-native safety, policy engine, prompt-injection scanning, sensitive-data controls, auditability.

Repository

Phoring

Open-source decision intelligence.

Phoring helps teams move from documents to structured reasoning: ingest materials, build knowledge graphs, run scenario simulations, and produce source-cited forecasts.

Core areas: document intelligence, knowledge graphs, scenario planning, forecast reports, confidence tagging.

Website · Repository

SocialFlow

AI social-media workflow engine.

SocialFlow focuses on planning, drafting, brand voice, image generation, and platform-aware social content workflows for solo builders and small teams.

Core areas: campaign workflow, content drafts, brand kits, platform adapters, local/open-source automation.

Repository

InBharat AI

Voice-first AI advisor and product surface for Bharat.

InBharat AI is the home surface for Bharat-first AI workflows, consulting, and product experiments across language, research, education, productivity, and automation.

Core areas: multilingual UX, voice-first workflows, AI consulting, product prototyping, India-first access.

Website

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Products and Tools

| Project | What it is | Current posture |
|---|---|---|
| KathaKitaab | 2.5D AI storybook where characters and objects can branch the story in real time | Live product; private repo |
| JAK Swarm | Closed-loop AI workflow operator for planned, approved, auditable agent work | Public beta; public repo |
| JAK Shield | Agent safety gateway for policy checks, PII controls, prompt-injection defense, and approval boundaries | Public repo |
| Phoring | Decision-intelligence system for documents, knowledge graphs, scenario simulations, and cited forecasts | Public repo |
| SocialFlow | Social-media workflow engine for planning, drafting, brand voice, image generation, and platform-aware automation | Public repo |
| InBharat AI | Voice-first AI advisor and product surface for Bharat-first workflows | Live product; private repo |
| UniAssist.ai | Education guidance surface for university discovery, applications, scholarships, and career planning | Live product surface; public project page |
| TestsPrep.in | AI test-prep surface for competitive exams, learning workflows, and student practice | Live product surface; public project page |
| SwasthyaScore AI | Mobile-first bilingual NCD screening concept for obesity, diabetes, BP, and risk scoring | Private product build |
| RHCF Seva | AI-powered field assistant for community health workers | Private product build |
| Sahaayak Seva | Public-health field-assistant concept for Anganwadi and community workflows | Public concept repo |
| Sahaayak AI | Multilingual personal AI OS concept for voice, chat, OCR, notes, news, and reminders | Public concept repo |
| Agent Arcade | Agent cockpit for observing, debugging, and controlling agent runs across frameworks | Public prototype / reference implementation |
| OpenClaw AI CMO | Local-first AI marketing workflow engine for solo builders | Public open-source project |
| OpenClawFix | Installer/configuration helper for OpenClaw setup workflows | Private/internal tool |
| Claude Skills | Skills collection for AI coding, local automation, research, and product-building workflows | Public reference collection |

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Operating Principles

| Principle | What it means in practice |
|---|---|
| Truth over hype | Do not present mock-only surfaces as production systems. |
| Human control | High-risk agent actions should pause for approval. |
| Evidence by default | Workflows should leave traces, logs, screenshots, or audit records. |
| Bharat-first UX | Voice, multilingual, low-friction interfaces matter as much as model quality. |
| Safety as product | PII, prompt injection, policy gates, and signed decisions are product features, not afterthoughts. |
| Open foundations | Public repositories should be useful, inspectable, and honest about maturity. |

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Recognition

InBharat AI is operated by Uni Guru Technologies LLP, recognised by the Department for Promotion of Industry and Internal Trade (DPIIT) under the Startup India programme in the AI & Machine Learning category.

| | |
|---|---|
| Legal entity | Uni Guru Technologies LLP |
| Recognition | DPIIT-recognised startup (Startup India) |
| Sector | AI & Machine Learning |
| Certificate No. | DPIIP268963 |
| Programme | Startup India |

This recognition applies to the legal entity behind InBharat AI. Individual products remain at their own maturity and posture as described above — entity-level recognition is not a per-product endorsement.

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Technology Areas

• Agent orchestration and workflow runtime design.
• AI safety gates and tool-call policy enforcement.
• Browser automation and human-style product testing.
• Document intelligence, graphs, and source-cited reasoning.
• Multilingual, voice-first, India-first product UX.

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Build With Us

We are especially interested in:

• founders who want AI to execute real workflows safely;
• teams building with agents, MCP, or approval-heavy automation;
• public-interest and Bharat-scale use cases in health, education, productivity, and access;
• open-source collaborators who care about truth, safety, and practical usefulness.

If the problem is real and the workflow matters, we want to build the working version.

Website ·
KathaKitaab ·
JAK Swarm ·
JAK Shield ·
Phoring ·
SocialFlow

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Last reviewed for claim accuracy: 2026-06-26.

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