AI engineering for growing companies

We build production-grade AI agents.

For the work your team still does by hand: production logs, freight paperwork, job cards, or whatever yours looks like. We build agents that read, decide, and act inside your systems. And because we run three AI products of our own, you can see what we ship before you hire us.

The 60-second version

What we build, in one minute.

Agents, retrieval, evals, the audit trail, and the products we run ourselves.

Running in production

Try the systems we already run.

Three AI systems we built, shipped, and run ourselves. Open them now.

Vectropic.ai
Document Intelligence Platform

Turns unstructured company documents into a queryable knowledge brain. RAG pipelines, vector search, and grounded answers with citations.

Live at vectropic.aiRAG + vector search in production
LeadLens
AI Lead Research Engine

Paste a company URL and get a full research dossier with personalized outreach drafted by AI. Built for founders doing their own sales.

Automated lead researchPersonalized outreach in seconds
SEOWriter
AI Content Engine

Enter a target keyword and get a full SEO article with structure, internal links, and metadata. The engine behind our own content pipeline.

Keyword to article, end to endPowers rottawhite.com articles
What we build

Systems, shipped.
Not slideware.

Four things, one standard: it runs in production, and you can prove it is right.

01 / 04↗

Agents that do the work

Not a chatbot. Agents that read the email, pull the data, update the system, and escalate what they are unsure about.

Claude / OpenAITool useHuman-in-the-loopn8n / Make
02 / 04↗

Answers from your documents

Contracts, reports and tribal knowledge, turned into something the team can ask — with citations, so answers can be checked.

RAGVector searchDocument extractionSlack / Teams
03 / 04↗

The software underneath

Most AI projects stall on plumbing. We build the platform underneath it too — tools, dashboards, and the integrations.

Next.jsPythonPostgreSQLAWS / GCP
04 / 04↗

Proof it actually works

Every build ships with a test set scored on your own data. Accuracy is a number you can check, not a claim we made at launch.

Eval harnessAudit trailMonitoring
For teams with AI already in production

Find your agent’s failures
before your users do.

Most teams learn about regressions from support tickets. We build the eval harness your team runs on every change: a golden set from your traces, a judge calibrated against human labels, and a gate in CI.

For operations teams

From pilot to production, in three steps.

For the workflow your team still does by hand. Nobody should commit to a build before seeing the thing work on their own documents.

Entry · Operations · 2 weeks

Workflow Pilot

Fixed scope, agreed before kickoff. The pilot is credited in full toward the build.

  • A working system on your documents
  • Accuracy measured on about 200 samples
  • The failure list
  • A build scope, or an honest no
Book a pilot call →
Core · 4–10 weeks

Production Agent Build

Scope and fee fixed in writing before the build starts, against the pilot or audit evidence.

  • The agent, running in your stack
  • A human exception queue
  • Evals from day one
  • Monitoring and an audit trail
Scope a build →
Ongoing · Monthly

Reliability Retainer

Monthly. Scope set by volume, number of agents, and the response time you need.

  • Regression runs on every change
  • Judge recalibration
  • Prompt and tool fixes
  • A monthly report
Talk about the retainer →
“Rottawhite didn't just write code. They redesigned how our operations work. The AI workflow they built eliminated 60% of our manual processing overnight. It felt less like hiring a vendor and more like adding a co-founder.”
VG
Vikas Gupta
Director, Thinklusive Solutions
Read the Thinklusive case study →

The short version

Rottawhite is an AI engineering studio in Bengaluru, India that builds production-grade AI agents and RAG systems, and evaluates the ones already running. AI teams start with an Agent Reliability Audit; operations teams start with a two-week Workflow Pilot on their own documents. ELISRUN cut defects 60% and lifted production 40% with a Rottawhite-built system.

Ready to build?

Your next system could be live in weeks.

Tell us what you need. Fill out the form and a senior architect will get back to you within 24 hours.

Or book a call instead →