Generative AI tools, copilots, and content systems — built for real workflows, with the evals, guardrails, and economics to ship to production.
Who this is for
We build teams around modern engineering ecosystems ensuring every developer is aligned with your stack, workflows, and delivery standards.
Large Language Models
Fine-tuning & Align.
Retrieval-Augmented
Prompt Engineering
Every engagement is led by senior practitioners. You meet them in the pitch; they ship the work.
Copilots, drafting tools, summarizers, and rewriters — tuned to your tone and policies.
Generation, editing, OCR, and visual understanding — including diffusion fine-tuning where relevant.
Code copilots for internal codebases — fine-tuned on your conventions and architecture.
Text + image + audio fused into workflows like document understanding and inspection automation.
Brand voice evals, factuality evals, bias testing, and red-team coverage tuned per use case.
Smart routing, prompt caching, model cascading, and per-feature spend budgets.
Generative drafting tool inside a B2B SaaS — measured at 30-day usage.
Vs. naive single-model RAG, via smart routing and prompt caching.
Document review pipeline using multi-modal extraction + LLM summarization.
Numbers are real, names are sometimes changed at the client's request.
Challenge — Creative teams needed gen-AI for copy and imagery but brand/legal had no guardrails or approval workflow.
What we did — Brand-tuned gen pipeline with policy filters and marketer HITL. Time-to-campaign cut 35% with legal pre-approved templates.
Challenge — Personalised lesson plans were manual; teachers rejected early AI drafts as generic and non-curriculum aligned.
What we did — Fine-tuned generation on curriculum corpus with teacher edit loop. Adoption hit 78% of active instructors in one term.
Yes — many engagements use open-weight models running in your VPC or on-prem GPUs.
We track model and dataset licenses and only ship into commercial use cases with clean provenance.
We layer model choice, prompt patterns, and output filters to minimize regurgitation risk.
Free consultation
Drop your requirement and our expert will analyze further
Outlining it, we will build roadmap and connect with you
Further, finalize the approach and begin implementation
A 30-minute call with a senior engineer. No sales theatre — just a real assessment of fit, scope, and timeline.
