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Human Ambition. Machine Speed.

End-to-end AI & software services for ambitious teams

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From strategy to shipped product, our teams design, build and scale AI-powered platforms, ERP and CRM systems, web and mobile apps — delivered as a service, on your timeline.

Data
Models
Cloud
Apps
Analytics
Security

Evals passing

98%412 runs

Trusted by startups, SMEs and enterprises

NovaHealthFintrailAxis ManufacturingRetaillyCargoOneGreenLedgerEduSphereMetro Estates
NovaHealthFintrailAxis ManufacturingRetaillyCargoOneGreenLedgerEduSphereMetro Estates
NovaHealthFintrailAxis ManufacturingRetaillyCargoOneGreenLedgerEduSphereMetro Estates
NovaHealthFintrailAxis ManufacturingRetaillyCargoOneGreenLedgerEduSphereMetro Estates

The data, engineering and AI practice behind every product we ship.

Products shipped
0+
AI systems in production
0+
Average MVP launch
0 wks
Client retention
0%
Why it matters

Software has never been more complex. Shipping it has never mattered more.

Models change monthly, platforms multiply and budgets tighten. For teams building across products and markets, every architecture decision carries more weight than ever. We bring the strategy, the engineers and the delivery discipline to make those decisions pay off.

  • Senior architects on the first call and every sprint after it
  • Weekly demos, open metrics and a fixed budget you can plan around
  • AI where it pays off, boring technology everywhere else
How we work
Discovery sprint

An integrated approach to building software

From a validated data foundation, through applied AI, to the products your customers touch. One system built for accuracy, speed and scale.

PipelinesWarehouseVectorsGovernanceEvalsPoliciesDATA FOUNDATIONCost modellingRisk analysisForecastingEvaluationsAI & INTELLIGENCEWebMobileSaaSPRODUCT & PLATFORMS
Product & platforms

End-to-end product engineering

Web, mobile and SaaS experiences built on the platforms your teams already run, with one accountable team from first prototype to enterprise rollout.

  • Design system to production in one sprint
  • Accessibility and performance budgets built in

120+ products shipped

Shipping in two-week increments
AI & intelligence

Actionable intelligence, built in

Retrieval, agents and evaluation pipelines turn your data into forecasts, recommendations and automations you can defend to your board.

  • Evals shipped with every model change
  • Human review where the stakes demand it

40+ AI systems in production

Analytics dashboard on a laptop screen
Impact measured from week one
Data foundation

One validated model of the business

Pipelines, warehouses and governance that consolidate every source into a single, trustworthy foundation the layers above can rely on.

  • Lineage and access controls from day one
  • Infrastructure as code on any cloud

98% client retention

Data flowing through the platform
Services

Engineering capability across the full stack of transformation

Strategy, data, engineering and AI under one accountable team, from first prototype to enterprise rollout. Hover or tap a card.

All twelve services
Why choose us

A partner built for outcomes, not billable hours

Senior-only teams, transparent delivery, and architecture decisions you can defend to your board. Scroll through the six reasons clients stay.

  • Senior-only
  • Weekly demos
  • Fixed budgets
  • AI-first
More about how we work
  1. 01 / 06

    AI-first approach

    Every solution is designed with intelligence, automation and data leverage from day one.

  2. 02 / 06

    Rapid MVP delivery

    Discovery to production in 8 to 12 weeks with weekly demoable increments.

    Team sketching a system on a whiteboard
  3. 03 / 06

    Enterprise architecture expertise

    Domain-driven, event-based systems that survive a decade of change.

    Close-up of a circuit board
  4. 04 / 06

    Scalable cloud solutions

    Multi-region, autoscaling infrastructure with cost guardrails and full observability.

  5. 05 / 06

    Agile development

    Transparent sprints, shared boards and metrics you can audit at any time.

    Analytics dashboard on a laptop screen
  6. 06 / 06

    Long-term partnership

    Teams that stay past launch: roadmap, SRE, optimisation and growth engineering.

    Colleagues collaborating over a laptop
Inside the work

What a week with us actually looks like

Workshops on Monday, working software by Friday. A few frames from the studio and the screens.

Pairing on production code
Team sketching a system on a whiteboard
Strategy before code
Pipelines, evals and deploys
Team in a planning meeting
Architecture reviews

Every engagement ships something usable in the first two weeks.

See how we work
Process

A delivery model refined over 120+ launches

See the full process
  1. 01
  2. 02
  3. 03
  4. 04
  5. 05
  6. 06
Phase 011 to 2 weeks

Discover

Business goals, data audit, AI opportunity mapping.

Activities

  • Stakeholder interviews and goal alignment
  • Current-state systems and data audit

Deliverables

  • Discovery report
  • Prioritised opportunity map
Team sketching a system on a whiteboard
Strategy before code
Phase 021 to 2 weeks

Strategize

Roadmap, architecture, ROI model and delivery plan.

Activities

  • Target architecture and technology selection
  • ROI model and investment case

Deliverables

  • Technology roadmap
  • Reference architecture
Team in a planning meeting
Architecture reviews
Phase 032 to 3 weeks

Design

UX flows, design system and technical prototypes.

Activities

  • User research and journey mapping
  • Wireframes, prototypes and usability testing

Deliverables

  • Validated prototypes
  • Design system
Laptop showing source code on a desk
Weekly demoable increments
Phase 046 to 12 weeks per release

Develop

Agile squads, automated QA, weekly releasable builds.

Activities

  • Two-week sprints with weekly demos
  • Automated testing and code review on every change

Deliverables

  • Releasable builds every week
  • Test suites and documentation
Shipping in two-week increments
Phase 051 to 2 weeks

Deploy

Hardened cloud rollout, monitoring and enablement.

Activities

  • Production infrastructure and pipelines
  • Monitoring, alerting and on-call runbooks

Deliverables

  • Production launch
  • Observability dashboards
Cloud foundation
Phase 06Ongoing

Scale

Performance, cost tuning and continuous AI improvement.

Activities

  • Usage analytics and experimentation
  • Performance and cost optimisation

Deliverables

  • Quarterly roadmap
  • Optimisation reports
Analytics dashboard on a laptop screen
Impact measured from week one

Domain depth where regulation and scale matter

Teams who have shipped in your sector, with the compliance and data shape already understood. Hover a tile.

Explore industry expertise
Case studies

Measured business impact, not vanity demos

All case studies
FinTech14 weeks

AI underwriting engine for a lending platform

An LLM-assisted underwriting engine that lifted application throughput sixfold while lowering default rates.

6x
application throughput
31%
lower default rate
4-week
payback
Next.jsNestJSPostgreSQLLangChainAWS
Read the case study
Analytics dashboard on a laptop screen
Technology stack

Battle-tested tooling, chosen for your context

Boring, proven technology at the bottom; the newest AI tooling only where it earns its place.

ReactFrontendNext.jsFrontendAngularFrontendTypeScriptFrontendTailwind CSSFrontendReact NativeFrontendAWSCloud & DevOpsAzureCloud & DevOpsGCPCloud & DevOpsKubernetesCloud & DevOpsTerraformCloud & DevOpsGitHub ActionsCloud & DevOps
ReactFrontendNext.jsFrontendAngularFrontendTypeScriptFrontendTailwind CSSFrontendReact NativeFrontendAWSCloud & DevOpsAzureCloud & DevOpsGCPCloud & DevOpsKubernetesCloud & DevOpsTerraformCloud & DevOpsGitHub ActionsCloud & DevOps
ReactFrontendNext.jsFrontendAngularFrontendTypeScriptFrontendTailwind CSSFrontendReact NativeFrontendAWSCloud & DevOpsAzureCloud & DevOpsGCPCloud & DevOpsKubernetesCloud & DevOpsTerraformCloud & DevOpsGitHub ActionsCloud & DevOps
Node.jsBackendNestJSBackendJavaBackendSpring BootBackend.NETBackendPythonBackendOpenAIAI & Machine LearningAnthropicAI & Machine LearningLangChainAI & Machine LearningVector DBsAI & Machine LearningRAG SystemsAI & Machine LearningPyTorchAI & Machine Learning
Node.jsBackendNestJSBackendJavaBackendSpring BootBackend.NETBackendPythonBackendOpenAIAI & Machine LearningAnthropicAI & Machine LearningLangChainAI & Machine LearningVector DBsAI & Machine LearningRAG SystemsAI & Machine LearningPyTorchAI & Machine Learning
Node.jsBackendNestJSBackendJavaBackendSpring BootBackend.NETBackendPythonBackendOpenAIAI & Machine LearningAnthropicAI & Machine LearningLangChainAI & Machine LearningVector DBsAI & Machine LearningRAG SystemsAI & Machine LearningPyTorchAI & Machine Learning
PostgreSQLDatabaseMongoDBDatabaseRedisDatabaseMySQLDatabaseElasticsearchDatabaseSnowflakeData & AnalyticsBigQueryData & AnalyticsdbtData & AnalyticsApache KafkaData & AnalyticsAirflowData & AnalyticsPower BIData & Analytics
PostgreSQLDatabaseMongoDBDatabaseRedisDatabaseMySQLDatabaseElasticsearchDatabaseSnowflakeData & AnalyticsBigQueryData & AnalyticsdbtData & AnalyticsApache KafkaData & AnalyticsAirflowData & AnalyticsPower BIData & Analytics
PostgreSQLDatabaseMongoDBDatabaseRedisDatabaseMySQLDatabaseElasticsearchDatabaseSnowflakeData & AnalyticsBigQueryData & AnalyticsdbtData & AnalyticsApache KafkaData & AnalyticsAirflowData & AnalyticsPower BIData & Analytics

Frontend

6 tools

Fast, accessible interfaces built on mature component ecosystems.

Backend

6 tools

Robust services and APIs in the runtime that fits your team.

Database

5 tools

Relational, document and in-memory stores chosen per workload.

Cloud & DevOps

6 tools

Automated, observable infrastructure on every major provider.

AI & Machine Learning

6 tools

Model-agnostic LLM and ML tooling with evaluation built in.

Data & Analytics

6 tools

Pipelines and platforms that make data trustworthy and usable.

How we choose technology

What our clients say

PR

“They rebuilt our underwriting stack in a quarter and the AI review flow is now the backbone of the business.”

Priya Raghavan

COO, Fintrail

See the project

Let’s build something extraordinary

Tell us where you're headed. We'll come back within one business day with an architecture point of view, a delivery shape and an honest estimate.

By submitting you agree to be contacted about your enquiry. We never share your details.

What we’ll do next?

  1. 1Contact you within 24 hours
  2. 2Clarify your expectations, business objectives and project requirements
  3. 3Develop and agree a proposal
  4. 4After that, we can start our partnership

Senior architect

Joins every first conversation

info@adshots.in+91 88962 07864

Indra Nagar, Lucknow, UP, India

Book: free 45-minute session