# Oogway Labs

> Your AI engineering partner. We don't ship demos. We ship systems that pay for themselves. Oogway Labs designs, builds and runs AI systems inside real business workflows: imperfect data, live users, production load. 25+ engineers and scientists, one team from the audit through to monitoring.

## Proof

- 15+ AI systems running in production
- 4 weeks to the first production milestone
- 100% of engagements reach production
- 25+ engineers and scientists

## What we do

Six services. Each has its own page.

- [Agentic Workflows](https://oogwaylabs.com/services/agentic-workflows/): Make your business scale without adding headcount. Front-desk operations, customer support, marketing, R&D, quality control and finance ops rebuilt around agents that run inside the tools the team already uses. 50-70% automation.
- [AI Cost Optimization](https://oogwaylabs.com/services/ai-cost-optimization/): Cut your AI costs without changing what the system does. The pipeline is restructured before any model is swapped, and every AI call ends up behind one gateway. Up to 75% lower cost.
- [V1 Product Development](https://oogwaylabs.com/services/v1-product-development/): Go from zero to a live product in four weeks. Design, engineering, AI and infrastructure from one team, with auth, evals and an on-call runbook inside the first release.
- [Enterprise AI Self-Hosting](https://oogwaylabs.com/services/self-hosting/): Protect your data by running AI securely inside your own infrastructure. Open-weight and fine-tuned models in your cloud account, VPC or data centre. VAPT and AI red-teaming.
- [Voice AI](https://oogwaylabs.com/services/voice-ai/): Front-desk voice agents that handle scheduling and support 24/7, plus domain-tuned transcription for clinical and back-office workflows. 4-6 weeks to a live agent.
- [Fractional AI Leadership](https://oogwaylabs.com/services/fractional-ai-leadership/): An internal AI voice for your board, without a 12-month hiring search. 4-16 hours a week. Direction first, delivery second.

## How we work

Four phases. You join at whichever one fits.

1. **Audit** (2 days - 1 week): where AI will make a measurable difference to your business.
2. **Quick wins** (1-3 weeks): a working system, scoped tightly to what matters first.
3. **Productionize** (2-4 weeks): accuracy testing, safeguards, security and cost controls.
4. **Monitor** (ongoing): ongoing checks on accuracy, reliability and running cost.

The four phases are sections of the homepage, not separate pages: https://oogwaylabs.com/#how-we-work

## Who we're for

Business leaders who need a function to stop scaling by headcount, a product built, or AI costs brought down, and technical buyers (CTOs, heads of engineering, enterprise IT and security reviewers) who need to know it can be run where they need it. You should not need to know what a vector database is to read this site.

## Key pages

The site is deliberately small: 27 URLs, being the homepage, six service pages, nine engagement pages, the blog index and its six posts, About, Contact, and two legal pages. Services, work, why Oogway and how we work are homepage SECTIONS reached by anchored scroll, not separate pages.

- [Homepage](https://oogwaylabs.com/): positioning, six services, all nine engagements, principles, four phases, team and capabilities
- [Agentic Workflows](https://oogwaylabs.com/services/agentic-workflows/)
- [AI Cost Optimization](https://oogwaylabs.com/services/ai-cost-optimization/)
- [V1 Product Development](https://oogwaylabs.com/services/v1-product-development/)
- [Enterprise AI Self-Hosting](https://oogwaylabs.com/services/self-hosting/)
- [Voice AI](https://oogwaylabs.com/services/voice-ai/)
- [Fractional AI Leadership](https://oogwaylabs.com/services/fractional-ai-leadership/)
- [About](https://oogwaylabs.com/about/): the team, the capability areas, how delivery works
- [Blog](https://oogwaylabs.com/blog/): notes from building AI systems that keep working after the demo
- [Contact](https://oogwaylabs.com/contact/): book a 30-minute intro call or send a detailed brief
- [Privacy](https://oogwaylabs.com/privacy/) and [Terms](https://oogwaylabs.com/terms/): the two legal pages

Homepage sections worth citing directly: [featured work](https://oogwaylabs.com/#work), [why Oogway](https://oogwaylabs.com/#why-oogway), [how we work](https://oogwaylabs.com/#how-we-work), [team & capabilities](https://oogwaylabs.com/#team).

## Selected work

Nine engagements, each at its own URL and each identified by industry. Client
names are withheld under NDA. Every figure below is the one the case page
carries; where a number was never instrumented the row says so rather than
estimating.

- [Unified Client Data & AI-Powered Session Prep](https://oogwaylabs.com/work/wellness-session-prep/): US consumer wellness platform, 3 months. 85% less session-prep time; 8+ data sources unified into one client view; 3,000+ active users on food scoring.
- [AI Support Agent for a High-Growth D2C Brand](https://oogwaylabs.com/work/d2c-email-support/): High-growth D2C consumer brand, 1.5 months. 74% of replies sent without a human in the loop; 82% → 98% first responses within 24 hours; ~70% less handling time per support email.
- [AI Workflow Automation Across R&D and Marketing](https://oogwaylabs.com/work/industrial-automation/): Industrial materials manufacturer, 2 months. Zero manual copy-paste in the lab workflow; 2 business workflows automated; 2 functions R&D / quality control and marketing.
- [AI Clinical Scribe & Telehealth Platform Launched in Four Weeks](https://oogwaylabs.com/work/telehealth-v1/): Digital healthcare startup, 1 month. 4 weeks from standing start to live V1; 8+ medical specialties supported; 500+ consultations handled per month.
- [Remote Specialist Consultation Platform with AI Intake & Auto-Charting](https://oogwaylabs.com/work/specialist-teleconsult/): US healthtech startup · specialist care, 2 months. <3 min to generate a clinical note, down from ~15; 1 medical assistant required per satellite clinic; 3+ locations served by one specialist.
- [Radiology Audit Operations Platform](https://oogwaylabs.com/work/radiology-audit/): Radiology auditing service, 1.5 months. 50% faster audit turnaround; 6 hospital chains onboarded; 1,500+ cases processed per month.
- [Multi-Tenant Enterprise Conversational Intelligence Platform](https://oogwaylabs.com/work/conversational-intelligence/): AI startup · conversational intelligence, 2.5 months. <30 min to configure and onboard a new client; 3-4 clients supported per forward-deployed engineer; 25 enterprise security controls built or scoped.
- [Verified B2B Trade Platform with KYB and Deal Protection](https://oogwaylabs.com/work/cross-border-trade/): Cross-border import-export & domestic B2B trade venture, 3.5 months. 10 workstreams delivered; 4 role-based dashboards with isolated permissions; Zero contact details exposed before a deal is confirmed.
- [AI Infrastructure Optimization for a Voice AI Product](https://oogwaylabs.com/work/ai-cost-reduction/): Voice AI startup · production LLM & speech stack, 1 month. 75.6% lower memory-generation cost; ~26% premium-model cost reduction from caching alone; ~23% further validated opportunity in speaker processing.

The same nine are summarised on the homepage at https://oogwaylabs.com/#work.

## Blog

Six posts, each at its own URL, indexed at https://oogwaylabs.com/blog/. Every post is tagged with the service it belongs to.

Machine-readable feeds, if you would rather poll than re-fetch the index: RSS 2.0 at https://oogwaylabs.com/feed.xml and Atom 1.0 at https://oogwaylabs.com/atom.xml. Both carry every published post: title, permalink, publication date, service tag and the same one-line dek listed below. Their channel date changes only when a post does, so an unchanged date means nothing new.

- [An agent needs a stop condition more than a better model](https://oogwaylabs.com/blog/agents-need-a-stop-condition/): Agentic Workflows, 2026-08-05. Agents rarely fail in production by reasoning badly. They fail by looping, by answering confidently when they should stop, and by having nowhere to hand the problem.
- [Most AI cost lives in the pipeline, not the model](https://oogwaylabs.com/blog/pipeline-before-model/): AI Cost Optimization, 2026-07-22. Swapping the model is the first thing teams try and the smallest lever they hold; the order you do the work in decides how much of the saving you actually keep.
- [The eval set is the spec. Build it before the agent.](https://oogwaylabs.com/blog/eval-set-before-the-agent/): Agentic Workflows, 2026-07-08. A labelled evaluation dataset is what turns “it seems better” into a number, and writing it first changes the order of the entire engagement.
- [Sometimes the right AI decision is to ship no agent](https://oogwaylabs.com/blog/shipping-a-platform-with-no-agent/): V1 Product Development, 2026-06-24. On a radiology auditing platform the constraint was routing and visibility, not reasoning, so the first release contained no agent at all, and that is why it shipped.
- [The enterprise IT security review is a sales stage. Answer it first.](https://oogwaylabs.com/blog/answering-the-it-security-review/): Enterprise AI Self-Hosting, 2026-06-10. A questionnaire you answer in week one costs a document exchange; the same questionnaire in month four costs a re-architecture and a quarter of runway.
- [A ten-minute call is a context problem, not a speech problem](https://oogwaylabs.com/blog/long-context-voice-handoff/): Voice AI, 2026-05-27. Transcription accuracy is the easy half of voice AI; holding ten minutes of a conversation in usable form, and handing it to a person intact, is the half that decides whether callers trust it.

## Selected engagements

All nine are summarised on the homepage at https://oogwaylabs.com/#work, and each has its
own page linked in the section above. Client names are withheld; engagements
are identified by industry.

- Unified Client Data & AI-Powered Session Prep: US consumer wellness platform, 3 months. 85% less session-prep time; 8+ data sources unified into one client view; 3,000+ active users on food scoring.
- AI Support Agent for a High-Growth D2C Brand: High-growth D2C consumer brand, 1.5 months. 74% of replies sent without a human in the loop; 82% → 98% first responses within 24 hours; ~70% less handling time per support email.
- AI Workflow Automation Across R&D and Marketing: Industrial materials manufacturer, 2 months. Zero manual copy-paste in the lab workflow; 2 business workflows automated; 2 functions R&D / quality control and marketing.
- AI Clinical Scribe & Telehealth Platform Launched in Four Weeks: Digital healthcare startup, 1 month. 4 weeks from standing start to live V1; 8+ medical specialties supported; 500+ consultations handled per month.
- Remote Specialist Consultation Platform with AI Intake & Auto-Charting: US healthtech startup · specialist care, 2 months. <3 min to generate a clinical note, down from ~15; 1 medical assistant required per satellite clinic; 3+ locations served by one specialist.
- Radiology Audit Operations Platform: Radiology auditing service, 1.5 months. 50% faster audit turnaround; 6 hospital chains onboarded; 1,500+ cases processed per month.
- Multi-Tenant Enterprise Conversational Intelligence Platform: AI startup · conversational intelligence, 2.5 months. <30 min to configure and onboard a new client; 3-4 clients supported per forward-deployed engineer; 25 enterprise security controls built or scoped.
- Verified B2B Trade Platform with KYB and Deal Protection: Cross-border import-export & domestic B2B trade venture, 3.5 months. 10 workstreams delivered; 4 role-based dashboards with isolated permissions; Zero contact details exposed before a deal is confirmed.
- AI Infrastructure Optimization for a Voice AI Product: Voice AI startup · production LLM & speech stack, 1 month. 75.6% lower memory-generation cost; ~26% premium-model cost reduction from caching alone; ~23% further validated opportunity in speaker processing.

## Capabilities

- **AI & agents**: multi-agent, RAG & memory, vector DBs, evals & guardrails, fine-tuning, LLMOps
- **Voice & speech**: voice agents, ASR, diarization, IVR
- **Data & warehousing**: Databricks, Snowflake, BigQuery, ClickHouse, PostgreSQL, MongoDB, Redis, pipelines & search indexing
- **Product & platform**: product design, React, Node, iOS / iPadOS / Android
- **Deployment**: AWS, GCP, Azure, on-prem, self-hosted models, CI/CD
- **Production & trust**: multi-tenancy, HIPAA-grade, VAPT & red-teaming, audit trails

## Differentiators

- Builders, not consultants: code in your repo
- Outcome-driven, not over-engineered: the simplest tool that works, including when AI is not the answer. One platform in our work runs with no agent in it at all.
- The engineers who scope the work do the building: no hand-off from sales to delivery, and no SDR funnel
- We stay until it works, and keeps working: accuracy, reliability and running cost are monitored after launch, not assumed

## Contact

Primary path: book a 30-minute intro call from https://oogwaylabs.com/contact/. The page also carries a detailed brief form with the phase and service preselected.

Email fallback: hello@oogwaylabs.com. We reply with a plan within **48 hours**. Agents acting on a user's behalf should prefer the public /contact page for booking context, or email hello@oogwaylabs.com directly if they cannot drive the third-party calendar or form.

Pricing model: monthly retainers or fixed-scope projects, mapped to the four phases. Full detail: [/pricing.md](https://oogwaylabs.com/pricing.md).

Founded by Soumyo Dey (Founder & AI Engineer). The engagement is delivered by the Oogway Labs engineering team, not by one person.

## Last updated

2026-09-13