Secure AI that ships
We build and secure custom LLMs that reduce latency, cut costs, and meet enterprise governance—without vendor lock-in.
Why Soulputs
Security-first AI with production-grade MLOps. We prototype fast, harden with policy and guardrails, and deploy to your cloud with measurable ROI.
Security-first by design
Enterprise-grade controls: DLP, guardrails, policy, observability. Proven confidentiality and compliance posture with SOC2-ready approach.
Production-grade delivery
From rapid prototyping to scalable deployment with MLOps discipline. SLAs on reliability, uptime, and support with rollback capabilities.
Measurable business outcomes
Clear KPI alignment: latency, cost/req, accuracy, CSAT, conversion. ROI dashboards and AB tests for each release with quantifiable results.
Platform-agnostic, model-agnostic
Custom LLMs tuned to data and constraints. Evaluation and ranking across providers (open/closed) with transparent trade-offs.
Esports technology leadership
High-throughput live ops, anti-cheat, rankings, and fan engagement. Secure, low-latency infrastructure for peak loads and fairness.
Outcomes, not hype
We define KPIs early—latency, accuracy, cost/req—and validate via evaluation and load tests. You get dashboards, not guesses.
Yamraj AI Gateway
A secure LLM proxy delivering DLP, policy, and observability with ultra-low overhead. Keep data private and compliant.
- Policy-as-code and role-based controls
- PII redaction and content filters
- Observability with SIEM exports
Data loss risk: ↓80%
Policy coverage: ↑100%
Custom LLMs
Model-agnostic fine-tuning and RAG with your data and constraints. Built for reliability, scaled with MLOps best practices.
Data Strategy & RAG
Retrieval pipelines, chunking, embeddings, and evals to ensure relevant, trustworthy answers at speed.
Fine-tuning & Tools
Instruction-tuning, adapters, and guardrails. We match models to constraints—cost, latency, compliance.
MLOps & Reliability
CI/CD for models and prompts, canary deploys, feature flags, and rollback plans.
LLM Discovery & Evaluation
Compare providers, prompts, and costs—quantitatively. Make the right model decision with transparent trade-offs.
Evaluation Framework
Task suites, golden sets, bias checks. Each run produces comparable, defensible results.
Total Cost Modeling
Cost/req projections, load simulations, cache strategies, and quota planning.
Esports technology
Scalable, low-latency platforms for tournaments, ranking, and anti-cheat. Built for peak concurrency and fairness.
Tournament Engine
Brackets, matchmaking, scoring, with real-time updates under heavy concurrency.
Integrity & Anti-cheat
Pattern detection, anomaly scoring, and appeals workflow for fair play.
Engagement & Monetization
Leaderboards, rewards, sponsors, and analytics for fan engagement.
Trusted by teams that ship
Enterprise clients across AI and esports
Start quickly, scale safely
A 3-step engagement: discovery, prototype, production. Governance built-in at each stage.
Discovery
Workshops to define KPIs, risks, and integration points. We ship a roadmap with costs and success metrics.
Prototype
Rapid development with security controls. Test with real data and validate performance assumptions.
Production
Hardened deployment with MLOps, monitoring, and rollback plans. Ongoing support and optimization.
“Soulputs delivered exactly what we needed—secure AI that actually works in production. The Yamraj Gateway gave us confidence to deploy LLMs at scale.”
Frequently Asked Questions
Do you work with on-prem/cloud?
Yes—AWS, Azure, GCP, VPC, or on-prem. We adapt to your infrastructure requirements and security constraints.
How do you secure prompts/data?
DLP, PII redaction, policies, and audit trails via Yamraj. Data never used for model training without consent.
What models do you support?
Open/closed source; we are model-agnostic. GPT, Claude, Llama, Mistral, and custom models.
Typical timeline?
Prototype 2–4 weeks, production 6–12 weeks. Depends on complexity and integration requirements.
Pricing model?
Fixed-scope or milestone-based with SLAs. Transparent pricing with no hidden costs.
IP and data ownership?
You own IP and data; we sign strict DPAs. No vendor lock-in or data retention beyond project scope.
Ready to ship secure AI?
Tell us your goals. We'll propose an approach with KPIs and timeline.