Applied AI Engineering

We build AI
systems that ship.

Not prototypes. Not demos. Production-grade AI for companies that need results, not slide decks.

Multi-Agent SystemsNL-to-SQLContent IntelligenceAEO & AI SearchAd-Tech Automation

Trusted by teams across industries

Entertainment
Banking
Logistics
E-Commerce
Fintech
Startups
SaaS
Ad-Tech
Entertainment
Banking
Logistics
E-Commerce
Fintech
Startups
SaaS
Ad-Tech
0x
Faster time-to-production
vs. typical AI consulting
0+
Data sources integrated
across client projects
0%+
Query accuracy
on NL-to-SQL systems
$0K+
SaaS costs replaced
with custom-built systems
Services

What We Build

End-to-end AI systems — from prototype to production — tailored to your business.

AI Agents & Multi-Agent Systems

Production orchestration of LLMs — tool use, memory, multi-step reasoning. We build agents that actually work in the real world, not chatbot demos.

NL-to-SQL & Data Intelligence

Natural language analytics over complex warehouses. Self-serve insights for non-technical teams.

Content Intelligence & LLM-as-Judge

Automated content evaluation, quality gates, and narrative analysis at scale.

AEO — AI Engine Optimization

Optimize your brand's presence for AI search engines — ChatGPT, Perplexity, Gemini. The new SEO.

SEO & AI-Powered Search

Semantic search, RAG pipelines, and vector-based discovery over your content catalog.

Ad-Tech & Growth Automation

Custom ad ops platforms, bid optimization, budget monitoring — replace expensive SaaS with systems you own.

Portfolio

Selected Work

Anonymized case studies from production systems we've shipped.

DATA INTELLIGENCE90%+ accuracy

Multi-Agent Analytics Platform

Built a natural language to SQL system across 500+ tables for a Series D entertainment platform. Adopted by 40+ business users with 90%+ query accuracy.

PythonClaudeDatabricksRAGChromaDB
CONTENT AI98% accuracy

AI Content Quality Gate

Automated quality scoring for user-generated audio content. 92-98% accuracy, filtering poor content before it reaches millions of listeners.

LLM-as-JudgeCustom RubricsBatch Pipeline
CONTENT AI5 data sources

Content Intelligence Pipeline

End-to-end analysis system ingesting scripts from 5 sources, producing interactive dashboards and structured reports for commissioning decisions.

PythonClaude APIReactD3.jsFastAPI
AD-TECH$200K+ saved/yr

In-House Ad Operations Platform

Replaced a $200K+/yr SaaS tool with a custom platform. Maker-checker workflows, real-time budget alerts, auto-pause rules across major ad networks.

Meta APIGoogle Ads APIFastAPIDatabricks
SEARCH10K+ titles

Semantic Search Engine

Natural language search over 10,000+ content titles. Vector embeddings, zero external API dependencies, instant results.

FAISSsentence-transformersFastAPI
AI AGENTS100+ hours

Hierarchical Story Generation Agent

5-layer AI system for writing consistent 100+ hour narratives. Validates internal consistency at each layer from bible to episode.

Claude APIState MachinesJSON Schema
Process

How We Work

A focused, transparent process from kickoff to production.

01

Scope

We understand the real problem, not just the brief. Define success metrics before writing a line of code.

02

Build

Rapid iteration with daily updates. Working code from day one — not slide decks.

03

Ship

Production deployment with monitoring, error handling, and observability built in.

04

Support

Full handoff with documentation. Optional retainer for ongoing evolution.

Tech Stack

Our Toolkit

Production-grade technologies we use to build and deploy.

AI & LLMs
Claude APIGPT-4LangChainLlamaIndexHugging FaceFAISSChromaDB
Backend
PythonFastAPINode.jsPostgreSQLRedisCeleryDocker
Data
DatabricksSnowflakeApache SparkdbtAirflowPandas
Frontend & Deploy
ReactNext.jsD3.jsVercelAWSTailwind CSS
About

Why 10fold

We're a team of applied AI engineers with 10+ years of collective experience building systems at scale — across ride-hailing, quick-commerce, fintech, banking, and entertainment.

We've turned ambiguous business problems into AI systems with measurable ROI at companies from Series A startups to Fortune 500 banks.

Speed to Production

Working systems in weeks, not months. We ship working code from day one.

Battle-Tested

Our systems handle millions of queries. We build for scale and reliability.

Full Ownership

No vendor lock-in. You own the code, the infra, and the IP. Complete handoff.

Senior Engineers Only

No juniors, no project managers. You work directly with the people building your system.

Industries we've shipped in

Ride-HailingQuick CommerceFintechBankingEntertainmentE-CommerceAd-TechSaaS
FAQ

Common Questions

How is 10fold different from a typical AI consultancy?

We don't sell strategy decks or proof-of-concepts. Every engagement produces production-grade code that ships. Our team is senior engineers only — you work directly with the people building your system, not project managers or account executives.

What does a typical engagement look like?

Most projects run 4-12 weeks. We start with a 1-week scoping phase to define success metrics, then build in rapid sprints with daily async updates. You get working code from day one, not after a long planning phase.

Do you work with startups or only enterprises?

Both. We've built systems for Series A startups that needed to move fast and Fortune 500 companies that needed production reliability. The common thread is teams that value execution over meetings.

What's your pricing model?

We work on fixed-scope projects or weekly retainers depending on the engagement. We'll give you a clear estimate after our scoping call — no surprises, no billable-hour creep.

Do we own the code you write?

100%. You own all code, IP, and infrastructure. We do complete handoffs with documentation. No vendor lock-in, no proprietary frameworks that tie you to us.

Can you work with our existing tech stack?

Yes. We integrate with whatever you're running — whether that's Databricks, Snowflake, AWS, GCP, or a custom stack. We adapt to your environment, not the other way around.

Let's build something
that ships.

Tell us about your project. We'll get back within 24 hours.

Email us
info@10fold.in
Hire us on
Upwork
Follow us on
LinkedIn
Typically responds in <24 hours

We review every inquiry personally. No bots, no auto-responders. Real engineers reading your project brief.