Forward-Deployed AI Engineering

Your AI Partner —
From Roadmap to Production.

We build custom AI agents and help companies accelerate with hands-on consulting, strategic advisory, and end-to-end implementation services — turning ambitious AI roadmaps into production-ready systems that drive real business outcomes.

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What We Do

Services built for the AI-native era

From embedded engineering to autonomous agents — we ship intelligence that actually runs in production.

Forward Deployed AI Engineers

Embedded engineers who build and deploy AI systems on-site or remotely — working as a true extension of your team.

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AI Agent Development

Custom autonomous agents for workflows, operations, and decision-making — engineered for reliability and observability.

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AI Advisory for Startups

Technical strategy, architecture reviews, and roadmap planning — calibrated to your stage, stack, and ambition.

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Horizontal AI Solutions

Sector-agnostic automation and intelligence layers that plug into any operation, from finance to logistics to ops.

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Solutions & Use Cases

Where AI creates leverage

Real-world applications we design, build, and operationalize — from customer-facing agents to internal copilots.

01 / Support

Autonomous Customer Support Agents

24/7 agents that resolve tickets, escalate intelligently, and learn from every interaction — slashing response time and cost-per-ticket.

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02 / Automation

Workflow Automation Agents

Goal-driven agents that orchestrate multi-step processes across your stack — replacing brittle scripts with adaptive intelligence.

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03 / Data

Data Extraction & Enrichment Agents

Turn unstructured docs, emails, and PDFs into clean, structured data — and enrich it with context from anywhere on the web.

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04 / Copilots

AI Copilots for Internal Teams

Domain-tuned copilots that sit inside your team's tools — drafting, summarizing, and unblocking work without context-switching.

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05 / Insights

AI-Powered Dashboards

Natural-language analytics surfaces that answer real questions — not just render charts. Built on your data, in your stack.

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06 / Infra

Deployment & MLOps Support

End-to-end model deployment, evaluation, observability, and continuous improvement — so your AI keeps getting better in production.

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Why Choose Us

Built different. Deployed faster.

Five reasons teams trust us to ship AI that actually works in the real world.

Forward-Deployed Engineering Model

Our engineers embed directly with your team — same Slack, same standups, same urgency. No black-box vendor relationship.

Deep Agent-Building Expertise

Years of production experience designing, evaluating, and scaling autonomous agents — not slideware demos.

Sector-Agnostic Approach

From fintech to logistics to healthcare — we adapt patterns and playbooks to your domain instead of forcing fit.

Advisory + Execution Hybrid

Strategy without execution is theater. Execution without strategy is waste. We do both — and tie them tightly together.

Rapid Deployment Cycles

First working prototype in days, not months. Production-grade systems in weeks. We optimize for time-to-value.

Start Here

The 4-Week AI Sprint

One agent. Four weeks. Production-ready. The fastest way to prove AI value in your org.

From idea to deployed agent in 28 days

Our AI Sprint is a fixed-scope, fixed-timeline engagement designed to eliminate the "proof-of-concept purgatory" that kills most AI initiatives. You get a working agent in production — not a slide deck.

  • Fixed price — no scope creep
  • Dedicated engineer embedded in your team
  • Production deployment, not just a demo
  • Full handoff with docs and runbook
Start an AI Sprint
1
Week 1

Discovery

Map the use case, data sources, success criteria, and integration points.

2
Week 2

Prototype

Build the agent core — retrieval, reasoning, tool use, and guardrails.

3
Week 3

Integrate

Connect to your stack — APIs, databases, Slack, CRM, or whatever you use.

4
Week 4

Ship & Handoff

Deploy to production with monitoring, docs, and a runbook for your team.

Free Assessment

How AI-ready is your org?

Take our free diagnostic to identify where AI can create the most value — and where you'll hit friction first.

AI Readiness Assessment

A structured diagnostic covering 6 dimensions of AI readiness — so you invest in the right place, at the right time.

Book a Free Assessment
Agent Catalog

Pre-built agents, custom-tuned for you

Accelerators — not off-the-shelf bots. Each agent ships with your data, your integrations, and your guardrails.

Support Agent

Resolves Tier-1 tickets autonomously with safe escalation. Integrates with Zendesk, Intercom, Freshdesk.

NLPRAGEscalation
Deploy this agent

Document Agent

Extracts, classifies, and structures data from PDFs, invoices, contracts, and emails at scale.

OCRExtractionMulti-lang
Deploy this agent

Research Agent

Automates competitive research, lead enrichment, and market monitoring with web-scale retrieval.

Web scrapingEnrichmentCRM
Deploy this agent

Onboarding Agent

Guides new employees or customers through setup flows, collects info, and triggers downstream actions.

WorkflowsFormsSlack/Teams
Deploy this agent

Analytics Agent

Answers natural-language data questions with SQL generation, chart creation, and narrative summaries.

SQLBINL-to-query
Deploy this agent

Compliance Agent

Monitors regulatory changes, flags policy violations, and generates audit-ready reports automatically.

MonitoringAuditAlerts
Deploy this agent
Training & Enablement

We build it. You own it.

We don't create vendor lock-in. We upskill your team so they can extend, maintain, and evolve your AI systems independently.

AI Foundations Workshop

A 2-day intensive for engineering and product teams. From LLM fundamentals to production patterns.

  • Prompt engineering & evaluation
  • RAG architecture patterns
  • Agent design & tool use
  • Safety, guardrails & red-teaming

Hands-On Agent Lab

Your team builds a real agent during the session — using your data, your stack, and our coaching.

  • Build an agent end-to-end in 1 day
  • Tool orchestration & error handling
  • Evaluation frameworks & metrics
  • Deployment & observability setup

Team Enablement Program

A 4–8 week embedded program. We pair with your engineers to transfer knowledge through real project work.

  • Pair programming on production agents
  • Code review & architecture guidance
  • Custom documentation & runbooks
  • Graduation criteria & sign-off
Case Studies

Outcomes, not promises

A look at real engagements — the problem, what we shipped, and what changed.

Customer Support

Series B SaaS — Autonomous Tier-1 Support

Problem

Ticket volume tripled post-launch. Hiring couldn't keep pace and CSAT dropped to 71%.

Solution

Deployed a retrieval-grounded support agent with safe handoff, integrated into Zendesk and product telemetry.

Impact

70% of tickets resolved without human touch. CSAT recovered to 92% inside two months.

-70%Manual Work
+21ptCSAT
14dTo Prod
Operations

Logistics Co — Document Extraction at Scale

Problem

5,000+ shipping documents processed manually per day across three languages and a dozen vendor formats.

Solution

Multi-stage extraction pipeline with self-correcting agent, human-in-the-loop on low-confidence rows.

Impact

Processing time per doc fell from 6 minutes to 11 seconds. Error rate dropped below manual baseline.

33×Faster
99.4%Accuracy
$2.1MAnnual Save
Internal Copilot

Enterprise Fintech — Analyst Copilot

Problem

Analysts spent 60% of their week prepping data instead of generating insight.

Solution

Embedded copilot in their BI tool with SQL generation, data validation, and narrative summarization.

Impact

Reports that took a day now take an hour. Team shifted from data prep to decision support.

Throughput
94%Adoption
4wkRollout
About Us

Engineers who deploy intelligence

A focused team building the bridge between frontier AI research and operational reality.

Mission

To make AI the most reliable engineer on every team — by embedding deeply, building rigorously, and shipping outcomes you can measure.

Vision

A world where every organization, regardless of size or sector, operates with an autonomous layer of intelligence that compounds their best people.

Values

  • Outcome over output
  • Ship, then iterate
  • Rigor over hype
  • Be a true partner

Leadership

RK

Ramana Kavuru

Founder & CEO — AI strategy and forward deployment

AS

Aarav Sharma

Head of Engineering — Agent architecture and MLOps

PN

Priya Nair

Head of Advisory — Roadmaps and applied research

Get In Touch

Let's build something that ships

Tell us about your problem. We'll come back within one business day with a perspective.

Talk to a human, fast.

Whether you're scoping a first agent, replatforming legacy automation, or shaping an AI roadmap — we'll meet you where you are.

Security & Compliance

SOC 2 Type II Certified compliant
GDPR Compliant EU data protection
HIPAA Ready Healthcare compliant
99.9% Uptime SLA Enterprise-grade
Your Data, Your Infra On-prem & VPC options