Describe the workflow.
Ship a governed AI app.
Frontline turns a plain-English workflow into a real, running business app — grounded in approved knowledge, gated by human approval on risky actions, and provable with a signed Trust Receipt behind every decision.
- Parsing intent
- Generating data schema
- Wiring governed agents
- Applying policies & approvals
- Compiling workflow
- Minting Trust Receipt
Every AI action ships a receipt. Try to forge one.
This is a real receipt, signed by Frontline's key. Edit any field below — the signature stops matching, checked in your browser against the public key alone. No database. No server to trust.
The signature covers this digest. Nothing’s been touched — it verifies against the public key.
- No black box. It checks entirely in your browser against the public key — you don't have to trust us.
- Tamper-evident. Change one rupee and the Ed25519 signature breaks. There is no forging a receipt.
- Honest scope. A receipt proves what happened — the action, the policy it passed, the human who approved — not that the model was right.
- Portable proof. The same receipt verifies for an auditor, a regulator, or your customer, with the public key alone.
From a sentence to an accountable, running app.
No app is generated as arbitrary code. The Architect emits configuration for one fixed, governed runtime — so everything it ships is safe by construction.
Describe
Say what the app should do, in plain English. No schema, no glue code.
Architect compiles
Frontline generates the data model, governed agents, policies, and workflow — as configuration for a fixed, safe runtime.
Runs governed
It answers only from approved knowledge, escalates risk to a human, and enforces row-level access — by default.
Proves every action
Each decision emits a signed Trust Receipt anyone can independently verify.
A demo that talks is easy. A system you can trust is not.
Pilots impress. Production demands knowledge grounding, policy control, escalation, and evidence — by default, not as an afterthought.
Every AI action leaves a receipt you can verify — without trusting us.
A Trust Receipt is a signed, tamper-evident record of what the AI did: the action, the policy it passed, the approved sources it used, and a cryptographic signature. Autonomy is graduated — the more consequential the action, the more proof and approval it requires.
- Signed & independently verifiable — no black box
- Shows the policy path and the human approval, if any
- Links to the exact approved sources behind the answer
- Graduated autonomy: risk raises the bar for proof
A governed runtime — every app inherits it.
These aren't features you wire up per app. They're the fixed foundation the Architect configures, so every generated app is grounded, governed, and auditable from day one.
AI App Factory
Turn a plain-English workflow into a real, data-bound app — forms, tables, metrics, and bespoke per-app UI.
Governed Agents
Intent, knowledge answers, capture, validation, summarization, and tool calls — each with its own policies.
Agentic Workflows
Bounded, resumable step execution with retries, approval gates, and per-step checkpointing.
Approved Knowledge
Hybrid retrieval + rerank over approved-only docs, with source attribution on every answer.
Policy Engine
Block, escalate, or require approval per topic, intent, or action — fail-closed by design.
Human-in-the-Loop
Route low-confidence answers and high-risk actions to the right reviewer, with full context.
Trust Receipts & Audit
Signed, independently verifiable evidence for every response, source, policy, and tool call.
Tool & MCP Connectors
Governed tool calling into CRM, email, WhatsApp, calendars, sheets, ERPs, and MCP servers.
Plugs into your systems — with governance on every tool call.
The Architect detects the systems your workflow needs, binds them to your connected tools with scoped permissions, and signs a Trust Receipt each time an agent uses them.
Auto-detected connectors
Describe the workflow — the Architect infers the CRMs, inboxes, and data sources it needs, and matches them to what you've already connected.
Scoped tool bindings
Every tool call runs with least-privilege scope, per-agent allow-lists, and readiness gates that block risky launches.
Trust Receipts per tool call
Signed evidence for each external action — what was called, with which inputs, under which policy, approved by whom.
A governed AI Frontdesk, running in production.
Hosachiguru's AI Frontdesk answers approved project questions, qualifies visitors, captures budget and interest, handles callbacks and site visits, escalates pricing and legal questions to a human, and hands sales a structured, audited summary.
Website visitor qualification
Approved project Q&A
Budget & interest capture
Callback & site-visit request
Human escalation on pricing
Sales handoff summary
Conversation audit trail
Multi-project knowledge
One platform. Many verticals.
Each vertical inherits the platform's governance, audit, and orchestration — pre-tuned to its workflow, ready to install and remix.
Education AI Tutor
Teach topics, generate assignments, evaluate responses, and support faculty workflows.
InvoiceOps Agent
Read SOWs, POs, and timesheets to draft invoices with exceptions and evidence.
HR Screening Agent
Screen candidates, summarize profiles, schedule interviews, and route approvals.
Customer Support Agent
Answer approved FAQs, classify issues, escalate cases, and summarize customer context.
Template Gallery
Every flagship runs as a real seeded demo app you can install, remix, and make your own.
A control plane for operators and reviewers.
Build apps with the Architect, run them, and review approvals, traces, receipts, and audit logs — from one console.
Describe your first workflow. Ship a governed app this week.
Start with one workflow, prove it with Trust Receipts, then reuse the same governed foundation across your business.