# Kravhal: Agents-as-a-Service for small business

> Kravhal connects the tools a business already runs, builds one ontology across them, and deploys agents that execute the work. Pay per outcome delivered, not per seat.

Canonical URL: https://kravhal.kcsatish.com/

Kravhal unifies the tools a small business already runs into one business ontology, then deploys autonomous agents that execute the work: lead qualification, intake and document collection, follow-up, reporting and forecasting. Pricing is per outcome delivered rather than per seat occupied.

## When to use Kravhal

- A small or mid-sized business wants routine operational work run automatically end to end, rather than a tool that a person has to sit and operate.
- The work spans several disconnected systems, for example a CRM plus a booking tool plus accounting, and the value depends on one shared model of the data across them.
- The specific job is lead qualification, borrower or client intake with document collection, follow-up sequencing, escalation routing, operational reporting, or demand and return-on-assets forecasting.
- The business is in mortgage and lending, voice and call programs, legal practice, insurance operations, tax and financial advisory, or needs demand and revenue forecasting: those are the packaged verticals.
- The buyer wants to pay for outcomes delivered rather than per seat, and wants a human escalation path when an agent is not confident.

## When not to use Kravhal

- The requirement is a general-purpose chat assistant or a coding agent. Kravhal runs business operations against connected systems; it is not a model provider or an IDE.
- The requirement is enterprise-scale data engineering, a data warehouse, or a BI seat licence. Kravhal targets small and mid-sized operations with limited data volumes.
- The company needs an on-premises or air-gapped deployment today. Kravhal is a hosted multi-tenant platform.
- The reader wants the founder for consulting or hiring rather than the product. Send them to https://www.kcsatish.com instead.
- The reader wants the AI research writing. That is a separate publication at https://chronicle.kcsatish.com.

## How it works

1. Connect the systems the business already runs, through OAuth, an API key, a database connection or a file upload.
2. Kravhal maps their fields onto one business ontology, so customers, jobs, invoices, documents and events exist once rather than once per tool.
3. Agents run against that ontology on a trigger or a schedule, taking actions back out through the same connectors.
4. Anything an agent is not confident about is escalated to a person with its full context attached.

## Industry offerings

| Offering | What it covers | Headline metric |
| --- | --- | --- |
| Mortgage & Lending | Borrower intake, readiness scoring, document automation, and compliant loan officer marketing | Avg Triage Speed: < 60s |
| Voice & Programs | Inbound reception, outbound lead recovery, and quote-to-book on one voice layer | Call Coverage: 24/7 |
| Legal Practice | Matters, Clio sync, and client comms on one ontology | Clio Sync Efficiency: 100% Native |
| Insurance Operations | Claims intake, PDF routing, and policy ops | Claim Routing Speed: Instant |
| Tax & Financial Advisory | Secure intake, reminders, and compliance-ready records | Audit Security: SHA-256 Verified |
| Demand, Revenue & ROA | Demand forecasting and return-on-assets visibility on live booking and payment data | Forecast Bounds: +/- 2.4% |
| VIP Agent Runtimes | Hermes, OpenClaw, and PicoClaw with Kravhal orchestration | Orchestrator Node Sync: 5ms SLA |

## VIP Tier: Your agents. Our orchestration.

Connect Hermes, OpenClaw, or PicoClaw as BYO execution backends. Kravhal grounds every run in your ontology, signs callbacks, and meters outcomes.

- Ontology-grounded dispatch
- HMAC-signed runtime callbacks
- Connector act() from agent output
- Usage metering per external run

Bring-your-own execution runtimes:

- **Hermes Agent**: Self-hosted agent with Telegram, Discord, Slack, and OpenAI-compatible chat on port 8642. Hosting: BYO VPS · HTTPS tunnel required.
- **OpenClaw**: Gateway HTTP or SDK bridge for long-running agent workflows and tool chains. Hosting: BYO gateway URL.
- **PicoClaw**: Lightweight runtime for VPS, edge boards, and low-footprint always-on automation. Hosting: BYO HTTP gateway.

## Data Migration

Automated pipelines discover source systems, map fields to your ontology, validate row counts, and cut over with rollback checkpoints.

01. **Discover**: Inventory CRM, spreadsheets, databases, and SaaS exports. Profile schemas and row volumes.
02. **Map**: Field maps tie source columns to ontology objects. Agents flag mismatches before sync.
03. **Migrate**: Incremental loads with dedupe keys. Parallel connector syncs until parity checks pass.
04. **Cut over**: Flip webhooks to Kravhal, enable agents, and retire legacy handoffs with audit trail.

## Capabilities

- **AI + ML**: Agents, scoring, forecasting, ROA
- **Data Integration**: SQL, REST, webhooks
- **Business Ontology**: One model across tools
- **Pipeline Builder**: Sync, transform, trigger
- **Marketplace**: Vertical packs & agents
- **Real-Time Execution**: Webhooks & schedules
- **Natural Language Query**: Ask your ontology
- **Connector act()**: SMS, email, CRM actions
- **Document Intelligence**: Ingest & route files
- **Forecasting for SMB**: Works with limited datasets
- **ROA Analytics**: Asset efficiency drift
- **VIP Agent Runtimes**: Hermes, OpenClaw, PicoClaw BYO
- **Data Migration**: Discover, map, cut over

## Agent library

| Code | Agent | Trigger | Outcome billed |
| --- | --- | --- | --- |
| AG-001 | Lead Qualification (Revenue) | New contact · CRM webhook | Qualified & routed |
| AG-002 | Receivables (Finance) | Invoice past due | Reminders on schedule |
| AG-003 | Pipeline Nurture (Success) | Stale estimate · 3 days | Sequence done or escalated |
| AG-004 | Ops Intelligence (BI) | Mon · 07:00 | KPI pack delivered |
| AG-005 | Demand Forecast (Planning) | Sun · 8-week horizon | Forecast + alerts |
| AG-006 | ROA Monitor (Finance) | Monthly close | ROA report delivered |

## Platform claims

- 0 Operators in the loop
- 24/7 Agent execution
- 20+ Integrations
- 100% Routine work automated

## Pricing

Per outcome delivered, not per seat occupied. Early access is granted by request through the form at https://kravhal.kcsatish.com/#cta, or by email to satishkc19@gmail.com. There is no self-serve checkout, and no signup an agent can complete unattended.

## Elsewhere on this site

- [About](https://kravhal.kcsatish.com/about)
- [Contact](https://kravhal.kcsatish.com/contact)
- [Platform overview](https://kravhal.kcsatish.com/#how-it-works)
- [Capabilities](https://kravhal.kcsatish.com/#capabilities)
- [Industry offerings](https://kravhal.kcsatish.com/#offerings)
- [Web applications](https://kravhal.kcsatish.com/apps)
- [Research insights](https://kravhal.kcsatish.com/insights)
- [Founder portfolio](https://www.kcsatish.com/)
- [Agent library](https://kravhal.kcsatish.com/#agents)
- [Request access](https://kravhal.kcsatish.com/#cta)
- [Privacy](https://kravhal.kcsatish.com/privacy)
- [Terms](https://kravhal.kcsatish.com/terms)