Services
Six lines. Each one has shipped.
Everything below has been delivered by the people who would deliver it for you — not assembled from a capability slide. Where a line depends on a specific principal, we say so.
Most clients start with one line and add a second within two quarters, usually because the first one exposed something upstream. We would rather tell you that in week one than in month nine.
Agentic AI & LLM systems
For workflows where a person is currently reading, deciding and re-keying — and the volume has outgrown them.
We build autonomous digital workers that hold up under audit: agents scoped to a real business process, with retrieval you can inspect, deterministic escalation rules, and a human checkpoint wherever money or liability moves. Meena led exactly this build for DaVinci at Wayfong — an AI purchase officer, a logistics planner and a dynamic pricing agent replacing a legacy transportation stack.
What we deliver
- Agent orchestration and tool integration
- Retrieval design and grounding quality
- Evaluation harnesses and regression suites
- Guardrails, escalation and audit trails
- Conversational AI and NLP interfaces
- Model routing and cost governance
Data, MLOps & decisioning
The layer that quietly decides whether the AI program works. Usually the real project.
Enterprise data lakes, streaming and batch ingestion, feature pipelines and the model operations around them. Our principals have run platforms at 30M+ users and built credit scoring engines that compressed lending cycles to 24–48 hours in prior roles; as a firm, DaVinci shipped the predictive risk models that cut revenue leakage 22% at Wayfong.
What we deliver
- Data lake and warehouse architecture
- Real-time and batch ingestion pipelines
- Credit, risk and fraud scoring engines
- Forecasting and demand models
- Model deployment, monitoring and drift control
- Executive reporting and decision dashboards
Platform & cloud engineering
For estates that work today and will not survive the next order of magnitude.
Legacy decomposition, cloud-native rebuilds and high-availability microservices — led by principals who ran 70+ scrum teams against a single roadmap and carried CI/CD across 20+ SaaS products at ConnectWise. We plan migrations so the business never sits on a hard cutover.
What we deliver
- Monolith decomposition and migration plans
- AWS-native microservice architecture
- CI/CD, release engineering and environments
- SRE, observability and incident practice
- Performance and cost optimization
- Quality engineering and automation
Product engineering
Customer-facing software, built to a product standard rather than a ticket standard.
Web, mobile and progressive web applications with real product thinking behind them — including decoupled PWAs using React, Node and PostgreSQL with native device access and spatial mapping. Our founder runs operating companies on internal software he specified, so scope conversations start from what the business needs on a Monday morning.
What we deliver
- Web and mobile application development
- Progressive web apps with native device access
- API and integration layers
- Internal operations and back-office tooling
- Design systems and front-end architecture
- Roadmap, discovery and product management
Security & AI governance
Because the security review is where most AI programs actually stall.
Swami built AI security governance frameworks covering LLM pipelines and automated remediation at Qualys, protecting 100M+ active global assets, and stood up a 24×7 security operations center at Rapid7. We bring that discipline to your program before your CISO has to invent it.
What we deliver
- LLM pipeline threat modeling
- AI usage policy and governance frameworks
- Vulnerability telemetry and risk prioritization
- Adaptive and automated remediation
- Security engineering and code review
- 24×7 SOC design and staffing
Global capability centers
Build-Operate-Transfer, end to end. You end up owning the center, not renting it.
Entity formation, licensing, facilities, hiring, payroll, statutory compliance and a leadership bench — then a clean handover. Suma scaled a site from 50 to 200+ people in six months at Rapid7 and executed a complete BOT cycle for an international client at Orbiz Analytics, coordinating directly with regulators, customs and audit.
What we deliver
- Entity setup, licensing and bonding
- Recruitment and leadership bench build
- Facilities and site operations
- Payroll, statutory and audit compliance
- Capacity models and compensation benchmarking
- KPI governance and transfer documentation
Method & commercials
How any of this actually gets delivered.
Every line above runs through the same four phases — diagnostic, architecture, production build, then launch and transfer or operate — against the same enterprise standards for IP ownership, environments, security review, AI data handling and handover.
Most production implementations begin in the low six figures. Exact pricing follows discovery.
Next step
Start with the diagnostic.
One to three weeks, fixed fee, credited against the build. You keep the assessment either way.