Services

Strategy, design & AI systems, on engineering that holds.

First-principles thinking in design and software engineering is needed more now, not less. Sixteen years of building products grounds the AI hype in pragmatism. AI does the acceleration; people drive the judgement.

Agentic AI

Agentic systems for your team, your customers, and the teams that build on you.

  • Knowledge search across internal systems RAGVector searchPermission-aware retrieval
  • Workflow automation, routing and escalation Workflow graphsTask routing
  • Review queues and approval steps Review queuesApproval gates
  • Scheduled digests and operational reporting Scheduled runsSlack
  • Document intake and structured extraction Extraction schemasValidation

A faster path to proof

Start on a working foundation. Move to yours when the product is proven.

We bring the production-tested, multi-tenant foundation behind our own products, so the MVP effort goes into your agent, your workflows and the experience around them — not rebuilding the same platform plumbing.

  1. Ready foundation Production-tested starting point

    Tenant isolation, identity, agent profiles, sessions and memory, knowledge, tools, sandboxes, tracing, evaluations, quotas and deployment.

  2. Working MVP Your agent, workflow and product experience

    We put the engagement into the decisions, integrations and interface unique to your business.

  3. Your stack Transition without starting again

    Move into your cloud account, preferred frameworks and operating model when the product shape is proven.

Designed for transition from day one: agent logic, typed tool contracts, schemas, evaluation sets and product interfaces travel with the product.

Org AI Transformation

Readiness, training, and a way of working that survives the handover.

Explore the AI Product Decision Workshop
Web Applications

The product your customers see and the one your team lives in, built from the same foundations.

  • Rich front-end applications with delightful UX Component frameworksTyped front-endsModern build tooling
  • Marketing sites, storefronts and content platforms Static renderingSEOHeadless CMSCommerce
  • Onboarding, account and profile flows Progressive formsValidation
  • Real-time and collaborative interfaces StreamingOptimistic updates
  • Analytics and instrumentation Product analyticsEvent schemas
  • Responsive behaviour down to small screens Fluid typeContainer queries

Backend Systems

This layer should be invisible. Keeping it that way is the work.

  • APIs with versioned, documented contracts Application frameworksRESTOpenAPI
  • Data models and safe migrations Relational DBDocument DBGraph DB
  • Service architecture sized to the team Modular monolithsMicroservicesEvent-driven
  • Multi-tenant models and tenant isolation TenancyScoped queries
  • Query performance and derived views Materialised viewsIndexingCaching
  • Typed clients generated from the schema OpenAPIGenerated clients

Mobile Applications

Native where it matters, cross-platform where it doesn’t.

  • Fully native applications for iOS and Android SwiftSwiftUIKotlinJetpack Compose
  • Cross-platform applications from one codebase React NativeNative modules
  • One design system across web and native Shared tokensThemed components
  • Native navigation, gestures and platform conventions NavigationHaptics
  • Accessibility on touch surfaces Screen readersDynamic type
  • Web content embedded in native shells WebView bridgeNative handoff

Strategy, Research & Design

Deciding what to build, by building enough to find out.

  • User and stakeholder research InterviewsField studies
  • Jobs, journeys and service mapping Journey mapsService blueprints
  • Concept definition and product strategy Concept testingPositioning
  • Prioritisation and roadmapping RoadmapsSequencing
  • Success measures agreed before the build MetricsSuccess criteria

Engagement

Join at any stage.

Some engagements start with a discovery question and run through to an operating system. Others start with a system that already exists and a decision inside it that has to become dependable.

AI accelerates our process, but it does not replace judgment. We use it to explore, simulate, document and test — the team stays accountable for the decisions.

Let's find the work AI should be doing in your organization.

Whether you are exploring an idea or improving a system already in use, we’ll help you decide what is worth doing next.

Prefer to start async?

hello@thoughtfulrobots.ai

Hyderabad · Remote

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