AI Strategy & Roadmapping
Turn a long list of AI ideas into a sequenced, funded plan with clear owners, success metrics, and a first production milestone inside 90 days.
OpenAI Partner · Glean Partner · Full-stack AI services
AI that reaches production — and stays there.
vyoma.it is an OpenAI Partner and Glean Partner, and an AI engineering partner for teams past the demo stage. We design the strategy, build the models and agents, and run the platform, security, and evaluation work that keeps AI dependable at scale.
- 90 days
- Typical path to first production workload
- 8+
- Industries delivered in
- 100%
- Senior AI engineers, no bench padding
- 24/7
- Production support options
How we work
Four disciplines, one delivery team
Most AI programmes stall because strategy, modelling, security, and operations sit in different teams. We hold all four.
Model engineering
Fine-tuning, distillation, and evaluation for accuracy you can defend.
Agentic systems
Agents that complete real work with tools, retrieval, and human checkpoints.
Governance
Security, privacy, and audit evidence built in from the first sprint.
Production platform
Observability, eval gates, and cost control so AI survives contact with users.
Services
What we build
Agentic Workflow Engineering
Multi-step agents that actually complete work: tool calling, retrieval, human-in-the-loop checkpoints, and audit trails your risk team can sign off on.
Custom Model Development
Fine-tuning, distillation, and domain adaptation when off-the-shelf models miss your accuracy, latency, or cost targets.
RAG & Knowledge Systems
Retrieval pipelines built on your real documents, tickets, and databases, with grounded answers and citations users can verify.
AI Security & Governance
Prompt-injection defence, data boundaries, model access control, and the documentation you need for SOC 2, HIPAA, and EU AI Act reviews.
Forward-Deployed Engineering
Senior AI engineers embedded in your team, shipping in your repo, on your sprint cadence, with knowledge transfer built into the engagement.
Solutions
Accelerators we start from
Cut manual document handling by 60-80%
Document Intelligence Suite
Ingest contracts, claims, invoices, and clinical notes; extract structured fields with confidence scores; route only the uncertain cases to a human.
First-response time measured in seconds
Customer Support Copilot
Grounded answers drawn from your knowledge base and ticket history, with deflection analytics and a clean escalation path to agents.
One trusted answer instead of six stale wikis
Enterprise Knowledge Assistant
Permission-aware search and synthesis across Confluence, SharePoint, Drive, and internal databases — respecting the access rules you already have.
Use cases
Where AI pays for itself
Healthcare & Life Sciences
- — Clinical documentation summarisation with clinician review
- — Prior-authorisation packet assembly
- — Trial protocol and literature triage
40% less clinician documentation time
Financial Services
- — KYC and onboarding document review
- — Transaction narrative generation for investigators
- — Policy and regulation Q&A with citations
3x faster case handling
Insurance
- — First-notice-of-loss intake and triage
- — Claims document extraction with confidence routing
- — Fraud signal summarisation for adjusters
55% straight-through processing
Case studies
Results, not slideware
Healthcare
Regional Health Network
Clinicians were spending over two hours a day on documentation, and prior-authorisation packets took three business days to assemble.
- • 40% reduction in documentation time
- • Prior-auth turnaround from 3 days to 6 hours
- • Zero PHI leaving the customer VPC
Financial Services
Global Payments Provider
Compliance analysts manually reviewed thousands of transaction narratives per week, with inconsistent quality between teams.
- • 3x analyst throughput
- • 92% agreement with senior reviewers
- • Complete audit trail per decision
Partners
An OpenAI Partner and Glean Partner you can build with
As an OpenAI Partner we engineer on GPT models, the Assistants and Responses APIs, and agentic tooling. As a Glean Partner we deliver enterprise search, Glean Assistant, and connector-driven knowledge workflows — alongside the clouds and data platforms you have standardised on.
OpenAI Partner
OpenAI Partner delivery for GPT-class model selection, fine-tuning, evaluation, agentic workflows, and RAG systems deployed with enterprise security and cost controls.
Glean Partner
Glean Partner implementations covering enterprise search, Glean Assistant rollout, connector and permissions design, and grounding your internal knowledge in production AI workflows.
Aquila Clouds
Cloud FinOps
AI-driven cloud cost and Kubernetes optimisation
Models
Frontier model application engineering
Anthropic
Models
Claude-based agentic systems
Hugging Face
Open Source
Open-weight model delivery
Tell us what you want to solve with AI
Bring a problem, a half-built prototype, or a blank page. We will tell you honestly what is achievable, what it costs, and how fast it can ship.