Trinetrakrti — Brain Behind AI
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What we build

Generative AI Solutions

Generative AI taken from demo to dependable. We build production systems for content, code and workflow generation — with retrieval, evaluation and guardrails so output stays accurate, on-brand and safe at scale.

An abstract three-dimensional network of connected nodesDemo to dependable
Draft the launch email for the Q4 range.
Done — on-brand, 3 variants, sources cited. Sent for approval.
What's included

Everything you need, end to end.

Retrieval-augmented generation over your data
Content, code and document generation pipelines
Prompt engineering, evaluation and guardrails
Fine-tuning and model orchestration
How it comes together

Generative systems that stay accurate, on-brand and safe once real volume hits them.

Photography here illustrates the settings this work runs in. The interfaces shown are representative — yours is designed around your brand and your data.

A production press running printed output at speed
rag/answer.py
retrieve(k=8, rerank=True)
ground(cite_sources=True)
guard(policy, pii)
eval(golden_set)
Pipelines

Grounded in your data, with citations

Retrieval-augmented generation that answers from your documents and shows where each claim came from — so a reader can check it, and a reviewer can approve it.

A laptop glowing in a dark room
Before anything publishes
Policy and PII filters
Brand-voice scoring
Human approval gate
Guardrails

Safe at scale, not just in the demo

Evaluation sets, prompt regression tests and content guardrails, so output quality is something you measure rather than something you hope for.

A page reading machine learning in a typewriter
1,000s
Assets per run
One brief
Input
Volume

Content, code and documents at volume

Generation pipelines that turn one brief into a catalogue of on-brand output — product copy, localisations, summaries, first-draft code — with a person still holding the publish button.

Not sure generative ai solutions is what you need?

Tell us the problem in plain language. If something simpler solves it, we'll say so — that call is free either way.

Typical engagements

What people come to us for.

Content generation pipeline

A system drafting on-brand marketing copy from a brief, with a human approval step before publish.

Knowledge assistant

A RAG assistant answering staff questions from internal docs, with citations back to the source.

One conversation away

Tell us the problem. We'll tell you what to build.

Thirty minutes, no deck needed. You'll leave knowing the fix and roughly what it takes — whether or not you build it with us.

Chat with us