Engineering-led AI services for teams that need production, not prototypes.
Pick one 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 about data sensitivity, compliance posture, and 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 and agent design, UX wireframes, integration plan, security and compliance posture.
Build
Iterative engineering with weekly demos. Clean repos, typed code, evaluation harnesses for prompts and agents, full test coverage on critical paths.
Integrate
We connect to your CRM, data warehouse, auth, billing, and downstream tools. Production-grade APIs, webhooks, and queues.
Deploy
Dockerized rollout to AWS, GCP, Azure, or your VPC. Blue/green or canary where needed. Secrets, SSL, and monitoring all wired.
Monitor & improve
LLM observability with Langfuse and LangSmith, system observability with Grafana and Prometheus, continuous evals, and a clear improvement loop.
Ready to ship something real?
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.