SERVICES · ENTERPRISE AI
Enterprise AI Services.
Built by a team that ships to 50 million users. Productized for your enterprise stack, your data, your compliance posture.
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PACKAGES
Four fixed-fee packages.
Choose where you are.
From early scoping to running production AI — every phase has a named package with timeline, team, and outputs declared up front.
PACKAGE
Discovery Sprint
For leadership teams scoping AI investment.
TIMELINE
2–3 wks
Fixed fee
TEAM
- AI strategist
- ML architect
OUTPUTS
- · AI maturity audit
- · Prioritized use-case backlog (value × feasibility)
- · Build-vs-buy recommendation
- · Indicative roadmap & TCO
PACKAGE
Proof of Concept
For teams who need to validate a single use case end-to-end.
TIMELINE
4–8 wks
Fixed fee
TEAM
- ML architect
- 2 ML engineers
- Data scientist
OUTPUTS
- · Working PoC against measurable acceptance criteria
- · Evaluation harness
- · Cost / latency benchmark
- · Production-readiness gap analysis
PACKAGE · POPULAR
Production Build
For teams ready to ship.
TIMELINE
8–20 wks
Milestone-based
TEAM
- Architect · ML engineers
- MLOps · Frontend/Backend
- QA · PM
OUTPUTS
- · Production-deployed AI system
- · Guardrails, monitoring, MLOps
- · Integration with your stack
- · Deployment: on-prem · VPC · managed SaaS
PACKAGE
Managed AI Operations
For teams running AI in production needing senior operating partners.
TIMELINE
Ongoing
Fixed monthly
TEAM
- Dedicated SLA-backed pod
- Architect + MLOps + DS
OUTPUTS
- · Model monitoring & drift detection
- · Retraining cycles · safety reviews
- · Capability roadmap
- · Quarterly business reviews
Fixed scope. Fixed timeline. Fixed fee. We refund the sprint if you don't get a written, decision-ready output.
SERVICE CATALOG
Seven capability areas.
Multimodal-first ordering. Each capability is a buildable scope under any of the four packages above.
A · MULTIMODAL
Multimodal & Vision-Language Model Services
VLMs are the convergence of the CV and LLM eras — and our strategic high ground. We build, fine-tune, and ship systems that see, read, and reason in one pass.
Talk to a specialist →VLM-based scene reasoning & visual Q&A
Multimodal agents (sees + reads + decides)
Image + text retrieval and grounding
Custom VLM fine-tuning for vertical domains
Multimodal evaluation, red-teaming, hallucination control
B · COMPUTER VISION
Computer Vision Services
CV is our DNA. PhotoCut processes 30M+ segmentations every month — that's the production baseline our enterprise CV runs at.
Talk to a specialist →Object detection, segmentation, instance tracking
Industrial defect inspection & quality control
OCR — printed, handwritten, vernacular scripts
Face / pose / gesture (privacy-preserving)
Edge deployment (mobile, embedded, on-device)
Video analytics and event detection
C · GENERATIVE VISUAL
Generative AI for Visual Content
LightX and Photoleaf generate 5M+ designs every month. We bring the same generation infrastructure — cost-tuned, brand-safe — to your catalog, ad, or creative ops stack.
Talk to a specialist →Text-to-image / text-to-video pipelines
Image editing, inpainting, background removal, relighting
Virtual try-on, product visualization, catalog automation
Style transfer · brand-consistent creative generation
High-volume generation infrastructure (cost / latency tuned)
D · VERNACULAR
Multilingual & Vernacular Intelligence
Proprietary OCR and NLU across 22 Indian languages and global scripts. Indic AI that actually deploys at population scale.
Talk to a specialist →SCRIPTS SUPPORTED
Indic-script text detection & recognition
Multilingual NLU, classification, sentiment
Vernacular content generation & translation
Cross-lingual search and retrieval
E · LLMS · RAG · AGENTS
LLMs, RAG & Agentic AI
Domain-fine-tuned LLMs deployed where you need them — including on-prem. Retrieval and agent runtimes that handle real enterprise traffic.
Talk to a specialist →Domain-specific LLM fine-tuning
LoRA · QLoRA · full SFT
RAG with hybrid retrieval & re-ranking
Qdrant · Weaviate · FAISS
Multi-agent workflows
LangGraph · custom orchestration
LLM evaluation, red-teaming, hallucination mitigation
Production deployment
vLLM · TGI · Triton · on-prem inference
F · NLP · DOCS
NLP & Document Intelligence
Extract structure from invoices, claims, contracts, and clinical reports. Enterprise search and Q&A over corpora that actually matter to your business.
Talk to a specialist →Document extraction
Invoices · contracts · claims · KYC
Named entity recognition
Domain vocabularies
Summarization · topic modeling · sentiment · conversation analytics
Enterprise search and Q&A over document corpora
G · SAFETY · MLOPS
AI Safety, Compliance & MLOps
Every production system we ship comes with guardrails, monitoring, and the compliance posture your industry requires.
Talk to a specialist →Guardrails
I/O validation · prompt-injection defense
Bias and fairness audits
Compliance alignment
GDPR · EU AI Act · India DPDP · HIPAA
SOC2-aligned MLOps · monitoring · drift detection
Human-in-the-loop and escalation workflows
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