Engineering-led AI services for teams that need production, not prototypes.
Modular engagements — pick a service or compose several. Every engagement ends with code you own, runbooks you can act on, and a roadmap for what's next.
Domain-aware AI — not a one-size template.
We've shipped systems across regulated and fast-moving industries. The patterns we know — data sensitivity, compliance posture, deployment topology — travel with us.
FinTech
Fraud, KYC, agentic onboarding and document-heavy back-office automation.
- AI KYC & document verification
- Fraud and AML signal pipelines
- Agentic financial back-office
HealthTech
Clinical documentation, intake automation, and de-identified analytics.
- AI scribe & clinical documentation
- Patient intake voice agents
- PHI redaction and HIPAA-aligned pipelines
InsureTech
Claims triage, policy Q&A and document extraction at scale.
- Claims document extraction
- Policy Q&A copilots
- Fraud-pattern detection on claims
CustomerTech
Voice and chat agents that deflect tickets without hallucinating answers.
- Voice IVR replacement
- Knowledge-grounded support copilots
- Quality scoring on real conversations
LegalTech
Contract intelligence, clause search, and case-law retrieval.
- Contract review & clause extraction
- Citation-grounded legal research
- Matter intake & triage automation
EdTech
Tutors, study companions, and assessment with grounded reasoning.
- Subject-tuned tutoring agents
- Automated grading with rationale
- Curriculum-grounded RAG
Logistics & Supply Chain
Demand forecasting, route AI, and document automation for freight.
- Demand & inventory forecasting
- Bill-of-lading & invoice extraction
- Route and load optimisation
GovTech & Public Sector
Citizen services, policy search, and accountable AI for government data.
- Citizen-services chatbots
- Policy and statute retrieval
- Auditable, on-prem AI deployments
Retail & E-commerce
Product search, conversational shopping, and content automation.
- Semantic product search
- Conversational shopping agents
- Catalog enrichment & content generation
Manufacturing & Industry
Vision QA, predictive maintenance, and edge intelligence on the line.
- Vision-based quality inspection
- Predictive maintenance models
- Edge inference on Jetson / industrial PCs
A six-step path from idea to a system you can trust.
Each step ships a concrete artifact. No mystery-box engagements.
Discover
Stakeholder interviews, data audit, success metrics, risk mapping. We end this phase with a written problem framing and a measurable target.
Design
System architecture, model strategy, retrieval & agent design, UX wireframes, integration plan, security & compliance posture.
Build
Iterative engineering with weekly demos. Clean repos, typed code, evaluation harnesses for prompts/agents, full test coverage on critical paths.
Integrate
We connect to your CRM, data warehouse, auth, billing and downstream tools. APIs, webhooks, queues — production-grade.
Deploy
Dockerized rollout to AWS, GCP, Azure, or your VPC. Blue/green or canary where needed. Secrets, SSL, monitoring all wired.
Monitor & Improve
LLM observability (Langfuse, LangSmith), system observability (Grafana, Prometheus), continuous evals and a clear improvement loop.
Ready to ship something real?
Let's map your AI idea into a production system — in one strategy call.
30 minutes, no pitch deck. Bring a goal, leave with a candid architecture and a realistic timeline.