Pilot / MVP
2-4 weeks
$5K-$15K
1-2 workflows. Land before expand.
Division 2 | Engineering Team
Build
Custom AI agents, multi-agent orchestration, and MCP servers. Highest-margin division.
Division system
Custom Agents, MCPs & Multi-Agent Orchestration
BU
Custom agents move from pilot to governed operating system.
Control signals
MVP scope before enterprise scale
Human escalation by design
Documentation and handover included
Operating lane
1
Workflow map
2
Agent and integration build
3
Testing with real edge cases
4
Launch and tuning
Agent
Engineering
Base
Nepal-first
Mode
6 packs
Build Tiers
From pilot to enterprise-scale.
Integrated System
6-12 weeks
$30K-$80K
3-8 workflows + dashboard.
Enterprise Multi-Agent
4-6 months
$100K-$300K
Full department transformation.
Custom MCP Server
2-6 weeks
$8K-$25K
Model Context Protocol integration.
Productized Agent Packs
Fixed-scope, fixed-price builds.
VO
Voice AI Agent Pack
$8K-$20K
Synthflow/Retell + voice cloning + 30-day fine-tuning
DI
Document Intelligence
$15K-$35K
Nepali/Devanagari OCR + LLM extraction
WA
WhatsApp Business AI
$5K-$12K
n8n + WhatsApp API + Gemini routing
SD
Sales Agent in a Box
$10K-$25K
Apollo + Clay + CRM sync
Retainer Tiers
Post-build recurring revenue.
Watch
$1K-$2K/mo
Monitoring + alerts
Maintain
$2K-$5K/mo
Bug fixes, drift correction
Optimise
$5K-$12K/mo
A/B testing, monthly releases
Partner
$15K+/mo
Embedded team, unlimited tickets
Productized path
Start this division with a fixed-scope offer.
Starter packs make the first engagement concrete before the work expands into a larger implementation lane.
SRV
Enterprise Local LLM Deployment
Air-gapped, on-premise AI models (Gemma 4 E4B) hosted on local Nepal servers. Fully compliant with DPDP and NRB guidelines.
$40K-$100K
OPS
Back Office AI Command Center
Automate HR, accounting, finance approvals, resource planning, and founder reporting into one controlled operating dashboard.
$12K-$30K
WA
WhatsApp Business AI
n8n + WhatsApp Business API + Gemini routing. Especially relevant for Nepal/India SMBs.
$5K-$12K
VO
Voice AI Agent Pack
Synthflow/Retell setup + voice cloning + 30-day fine-tuning. 60-80% call-centre cost reduction.
$8K-$20K
SD
Sales Agent in a Box
Apollo + Clay + Lemlist + custom CRM sync. Full AI-SDR pipeline.
$10K-$25K
DI
Document Intelligence Agent
Nepali/Devanagari OCR + LLM extraction. PRATIBHA agent productized.
$15K-$35K
Proof of control
Custom agents move from pilot to governed operating system.
- MVP scope before enterprise scale
- Human escalation by design
- Documentation and handover included
Process
1
Workflow map
2
Agent and integration build
3
Testing with real edge cases
4
Launch and tuning
Build
Have a build in mind?
We scope it in 48 hours.