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03 / Product studio

Products we already know how to ship

Six systems we build again and again — agent platforms, retrieval, voice, vision, automation, and private models. Each one arrives configured to your data and your workflows, not as a demo. Open a product to see what it does, what you receive, and what it costs to run.

06 / 06 productsFigures are indicative — final scope is quoted per project after a requirement call.

AgentGrid

Agentic AI

A control plane for multi-agent workflows that run in production.

AgentGrid turns one-off agent scripts into a governed platform — orchestration, tool permissions, memory, and traces in a single runtime. Teams compose specialized agents, hand them your systems through MCP, and keep a human in the loop wherever the stakes demand it. Every decision is logged, replayable, and measurable against an evaluation suite.

Capabilities

Workflow builder for task decomposition across specialized sub-agents
MCP and function-calling connectors to your ERP, CRM, ticketing, and databases
Bounded tool permissions with approval gates and per-action audit trails
Short- and long-term memory with tenant-level isolation
Evaluation harness, regression suites, and side-by-side prompt experiments
Live tracing, cost and latency dashboards, and failure replay

What you receive

Deployed runtime on your cloud or our on-premise GPU infrastructure
Two production workflows built and tuned alongside your team
Connector pack for the systems in scope, with credential handling
Evaluation baseline plus a runbook for adding new agents safely

Built with

LangGraphModel Context ProtocolPythonFastAPIPostgreSQLpgvectorRedisDocker

Indicative pricing

Starter

₹85,000per month

One team, one workflow, and the guardrails to trust it.

Up to 3 agents and 2 connectors
5,000 governed actions per month
Tracing and audit retention for 30 days
Business-hours support

Growth

Recommended

₹1,85,000per month

Several departments, shared memory, and evaluation in CI.

Up to 15 agents and 10 connectors
50,000 governed actions per month
Evaluation suites wired into your CI pipeline
SSO, role-based access, and 12-month audit retention
Named delivery engineer

Enterprise

₹4,20,000per month

Private deployment inside your own compliance boundary.

Unlimited agents and connectors
On-premise or VPC deployment on dedicated GPUs
Custom guardrails, data residency, and retention policy
24×7 support with an agreed response SLA

KnowledgeCore

Agentic AI

Answers drawn from your own documents, with the source attached.

KnowledgeCore reads your contracts, manuals, circulars, and tickets, then answers questions with citations pointing back to the exact page. Hybrid search and re-ranking keep answers grounded, while permissions follow the document — nobody retrieves what they could not already open. It ships as an internal copilot, a support console, or an API behind your own product.

Capabilities

Ingestion for PDF, Office, HTML, scanned documents, and ticket exports
OCR and layout-aware chunking that preserves tables and clause structure
Hybrid semantic and keyword retrieval with cross-encoder re-ranking
Answers with inline citations and page-level source preview
Document-level access control inherited from your identity provider
Freshness pipeline that re-indexes on change and flags stale answers

What you receive

Indexed corpus with a documented ingestion and refresh pipeline
Branded search and chat console, plus a REST API for embedding
Retrieval accuracy report against a question set your team defines
Admin tooling for permissions, redaction, and content takedown

Built with

LlamaIndexQdrantpgvectorElasticsearchPyTorchFastAPINext.js

Indicative pricing

Pilot

₹3,20,000one-time

One corpus, one team, proven on your real questions.

Up to 25,000 pages indexed
Single knowledge base with the web console
Accuracy report on a 100-question benchmark
60 days of post-launch tuning

Department

Recommended

₹6,80,000one-time

Several corpora, real permissions, and an API for your apps.

Up to 250,000 pages across multiple knowledge bases
SSO with document-level access control
Embeddable API and widget for your existing products
Scheduled re-indexing with change detection
Quarterly retrieval tuning

Enterprise

₹14,50,000one-time

Organisation-wide retrieval, deployed privately.

Unlimited corpora with tenant isolation
On-premise deployment with sovereign data residency
Custom extractors for your document formats
Dedicated support with an agreed response SLA

VoxDesk

Voice AI

A voice agent that answers the phone and finishes the job.

VoxDesk handles inbound and outbound calls in English, Hindi, and Bengali with turn-taking fast enough to survive Indian telephony. It listens, retrieves the right record, completes the transaction, and escalates to a human the moment confidence drops. Every call lands in your CRM as a transcript, a summary, and a structured outcome.

Capabilities

Streaming ASR and neural TTS tuned for Indian accents and code-mixing
Barge-in, noise suppression, and low-latency turn-taking on poor lines
SIP and cloud telephony integration with recording and consent capture
Task completion against your systems — bookings, status checks, collections
Confidence-based escalation with a warm handoff to a human agent
Transcripts, summaries, sentiment, and outcome codes pushed to your CRM

What you receive

Configured voice agent with your scripts, voice, and escalation rules
Telephony provisioning and CRM integration in your environment
Call quality report covering latency, containment, and drop reasons
Supervisor console for live monitoring and transcript review

Built with

WhisperNeural TTSWebRTCTwilioSIPLangGraphPythonRedis

Indicative pricing

Desk

₹65,000per month

One line, one language, live within weeks.

1 concurrent line, 1,500 minutes per month
Single language with one custom voice
Transcripts, summaries, and CSV export
Business-hours support

Team

Recommended

₹1,40,000per month

Multilingual coverage with write-back into your CRM.

10 concurrent lines, 15,000 minutes per month
English, Hindi, and Bengali with mid-call switching
CRM integration and structured outcome codes
Supervisor console with live monitoring
Monthly script and prompt tuning

Contact Centre

₹3,60,000per month

Campaign-scale calling with private speech models.

100+ concurrent lines with autoscaling
Outbound campaigns with retry and compliance windows
On-premise speech models for data residency
24×7 support with an agreed response SLA

VisionQA

Applied ML

Camera-based inspection that catches the defect on the line.

VisionQA puts trained detection models beside the conveyor, flags defects in milliseconds, and keeps a photographic record of every unit that passed. It runs on an edge box on the shop floor, so inspection continues when the internet does not. Operators correct the model from the same screen they already work on, and each correction feeds the next training round.

Capabilities

Defect detection, classification, and segmentation on live camera feeds
Edge inference on an industrial GPU box with offline-first buffering
PLC and MES integration for automatic reject, alarm, and batch stop
Operator review screen with one-tap correction and active learning
Traceability — per-unit images, verdicts, and model version retained
Yield, defect-mix, and drift dashboards for the quality team

What you receive

Trained models for your defect classes with a validated accuracy report
Commissioned edge hardware, camera rig, and lighting specification
PLC/MES integration and operator training on site
Retraining pipeline with a documented handover to your quality team

Built with

PyTorchOpenCVYOLOONNX RuntimeTensorRTNVIDIA JetsonFastAPITimescaleDB

Indicative pricing

Line

₹5,40,000one-time

One line, one camera, one family of defects.

Up to 3 defect classes on a single station
1 edge inference box with camera and lighting
Operator review screen and daily yield report
90 days of accuracy tuning after commissioning

Plant

Recommended

₹9,80,000one-time

Several stations, PLC control, and retraining you own.

Up to 12 defect classes across 4 stations
PLC/MES integration with automatic reject
Active-learning loop with in-house retraining
Plant-wide quality dashboard and drift alerts
Operator and engineer training on site

Multi-Plant

₹22,00,000one-time

A fleet of inspection stations under one model registry.

Unlimited stations across multiple sites
Central model registry with staged rollout and rollback
Cross-plant benchmarking and defect-mix analytics
24×7 support with an on-site response commitment

OpsFlow

Enterprise Automation

The back-office work nobody should still be doing by hand.

OpsFlow reads the invoices, reconciles the statements, chases the approvals, and files the report — on a schedule, with an exception queue for the cases that genuinely need a person. It connects to the tools your operations team already lives in rather than asking them to move. Every run leaves an audit trail your finance and compliance teams can inspect.

Capabilities

Document intelligence for invoices, POs, statements, and remittance advices
Rule and model reconciliation with a reviewable exception queue
Approval routing over email, WhatsApp, and Slack with reminders
Scheduled ETL between your ERP, accounting, and spreadsheet sources
Report generation and distribution on a calendar you control
Full audit trail — inputs, decisions, overrides, and outputs

What you receive

Four automated workflows built against your live processes
Exception console with role-based review and override
Connector setup for every system in scope
Time-saved baseline measured before and after go-live

Built with

PythonAirflowPlaywrightPostgreSQLTesseractFastAPINext.js

Indicative pricing

Team

₹55,000per month

Automate the two processes that hurt most.

2 workflows and 2 connectors
5,000 documents processed per month
Exception console for up to 5 reviewers
Business-hours support

Department

Recommended

₹1,20,000per month

A department's routine work, running unattended.

10 workflows and 8 connectors
50,000 documents processed per month
Approval routing with reminders and escalation
SSO, role-based access, and 12-month audit retention
Monthly process review with our delivery team

Group

₹2,90,000per month

Multi-entity operations with private processing.

Unlimited workflows across entities and subsidiaries
On-premise deployment for regulated data
Custom extractors and reconciliation rules
24×7 support with an agreed response SLA

DomainLM

Applied ML

A small language model that only has to be expert at your work.

DomainLM adapts an open-weight model to your vocabulary, formats, and house style, then quantizes it to run on hardware you already own. For narrow, repetitive work it matches far larger APIs at a fraction of the cost, with none of your data leaving the building. You receive the weights, the evaluation harness, and the pipeline to tune it again next quarter.

Capabilities

Dataset curation, cleaning, and de-duplication from your existing records
LoRA and QLoRA adaptation, plus preference tuning where quality demands it
Quantization and distillation for CPU, edge, or single-GPU inference
Task evaluation harness scored against outputs your experts accept
Private serving on vLLM behind an OpenAI-compatible endpoint
Retraining pipeline so your team can refresh the model in-house

What you receive

Model weights and adapters, licensed for your own use
Evaluation report comparing the tuned model against your current baseline
Serving deployment on your infrastructure with autoscaling
Documented training pipeline and a handover workshop

Built with

PyTorchHugging FacePEFTvLLMLlamaQwenGGUFMLflow

Indicative pricing

Adapter

₹6,50,000one-time

One task, one adapter, measured against your baseline.

Single-task LoRA adaptation on curated data
Evaluation report on a held-out set you approve
Quantized weights for single-GPU inference
30 days of post-delivery tuning

Domain

Recommended

₹13,00,000one-time

Several tasks, your house style, served privately.

Multi-task tuning with preference alignment
Private vLLM deployment with an OpenAI-compatible API
Retraining pipeline handed to your team
Guardrail and refusal policy tuned to your domain
Quarterly refresh for one year

Sovereign

₹28,00,000one-time

Your model, your GPUs, your compliance boundary.

Air-gapped training and serving on dedicated hardware
Continued pre-training on your proprietary corpus
Model card, bias review, and audit documentation
24×7 support with an agreed response SLA

How an engagement runs

Nothing is bought from a page. You tell us the workload, we come back with a scoped quote, and the first thing we build is a pilot on your own data — so the production rollout is a decision made on evidence rather than on a brochure.

From first call to production

Enquire now for your requirement

If none of the six fit, describe the problem instead of the product. Bespoke agent platforms, models, and internal systems are scoped the same way — a requirement call, a written scope, then a pilot you can judge before committing.