Everything on this page is how we build. Today it ships as three products: Salient 1.0, the reasoning engine; Umpire, the governor for AI agents; and Verity, the control room across the apps you already run.
We do four things
exceptionally well.
And we do them all the way — from research to training to production deployment. No hand-offs to a different vendor. No "that's outside our scope."
Custom-Trained LLMs
Not fine-tuned demos. Production models.
We take foundation models and reshape them around your specific domain — your documents, your workflows, your voice, your constraints. From supervised fine-tuning to preference optimization to self-improvement loops, we pick the method that fits the problem, not the trend.
Bespoke AI Products
End-to-end products with AI at the core.
We build the complete thing. Backend, frontend, mobile, the ML infrastructure underneath, and the human-in-the-loop tooling on top. Our portfolio spans radiology, education, entertainment, fashion, finance, and fitness — and every product was built from zero, not assembled from templates.
Multi-Agent Systems
Orchestrated intelligence that actually executes.
Single-model assistants hit a ceiling fast. We design multi-agent architectures where specialized agents collaborate under an orchestrator, with explicit human oversight at the decisions that matter. The result is systems that plan, execute, and verify their own work.
Applied Research
Research that ships.
Computer vision for specialized domains. Synthetic data generation for rare classes. Novel evaluation frameworks. Retrieval methods beyond vanilla RAG. We do the research others publish about — and then we turn it into something that runs in production.
Three things we refuse to compromise on.
Tailored, not templated
Every engagement starts from the problem. No reskinned generic assistants.
Built for India, and beyond
Multilingual by default. WhatsApp-native. Regional context baked in where it matters.
Privacy-first by design
DPDPA-aware. On-device inference when the data demands it. No training on your data without consent.
Who we've built for.
Five steps. No theater.
Scope
A 30-minute call to understand the problem, constraints, and what success looks like. We walk out with a proposal or we walk away — no filler.
Design
We map the data, the model, the product surface, and the deployment target. No slideware — working architecture, risk-ranked.
Build
Zero-planning, 100%-execution delivery sprints. Daily visibility. Honest progress — not status theater.
Ship
Deploy to production with observability, evaluation, and a clear rollback plan. Hand-off or managed — your choice.
Evolve
Models decay. Data drifts. We can keep the system sharp with continuous improvement loops and periodic re-training.
Got a problem worth building for?
Send us the outline. We'll come back with a scoped response within 48 hours.
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