TechCrunch AI
Industry News1m
Cheaper, faster, and culturally aware, Avataar’s video AI is built for India’s scale
Avataar AI's distilled video model is priced at $0.005 for every second of generation
Next-Generation AI Consulting
AI-First
We partner with forward-thinking organizations to design, build, and deploy AI solutions that create real competitive advantage — from strategy to production.
Digital TransformationAI Agents & AutomationGen AI Product DiscoveryAI/ML Scoping & FeasibilityRAG & LLMOpsEnterprise AI StrategyDesign Sprints & PrototypingMulti-Agent PipelinesAI Readiness AssessmentProduct Development at ScaleAI Training & WorkshopsChange ManagementUser Validation & ResearchFine-tuning & Custom ModelsDigital TransformationAI Agents & AutomationGen AI Product DiscoveryAI/ML Scoping & FeasibilityRAG & LLMOpsEnterprise AI StrategyDesign Sprints & PrototypingMulti-Agent PipelinesAI Readiness AssessmentProduct Development at ScaleAI Training & WorkshopsChange ManagementUser Validation & ResearchFine-tuning & Custom Models
We work with leading AI platforms
⚡OpenAI
◆Anthropic
✦Google AI
▲AWS
⬡Azure AI
How We Work
Methodologies and Framework Approach
Our delivery follows a proven 4-stage cycle: Discovery, Design, Develop, and Deploy — so every engagement is structured, transparent, and outcome-focused.
The 4Ds
1DiscoveryDiscovery & Strategy
2DesignDesign & Prototype
3DevelopBuild, Test & Refine
4DeployLaunch, Monetize & Operate
1
DiscoveryDiscovery & Strategy
2
DesignDesign & Prototype
3
DevelopBuild, Test & Refine
4
DeployLaunch, Monetize & Operate
Continuous cycle: Deploy feeds back into Discovery for the next iteration.
Discovery
Discovery & Strategy
Collect requirements, user needs, and constraints. Analyze use cases, data readiness, and define success criteria.
Stakeholder interviewsData & ecosystem reviewProblem framingScope & feasibility
Design
Design & Prototype
Define architecture, rubrics, and evaluation criteria. Design solutions and build prototypes for validation.
Solution designPrototype & promptsEvaluation frameworkUser flows
Develop
Build, Test & Refine
Turn designs into production-ready systems. Run tests on every change and iterate with continuous feedback.
ImplementationTesting & QAIntegrationIteration
Deploy
Launch, Monetize & Operate
Ship to production, monitor metrics, and operate at scale. Alert on regressions and optimize over time.
CI/CD & releaseMonitoringOperate & scaleContinuous improvement
Enterprise-grade security
Fast delivery
Global reach
Proven expertise
Our Services
What We Build
From strategy to deployment — comprehensive AI services designed to deliver measurable impact.
Enterprise-wide AI adoption
Digital Transformation
We architect end-to-end digital transformation strategies that embed AI into your core business processes, driving efficiency and competitive advantage.
- AI Readiness Assessment
- Change Management
- ROI-Driven Roadmaps
- Integration Architecture
Autonomous task execution
AI Agents
Deploy intelligent agents that autonomously research, analyze, communicate, and execute multi-step workflows — freeing your team for high-value work.
- Multi-Agent Pipelines
- Tool Integration
- Memory & Context
- Human-in-the-Loop
Clarity before commitment
AI/ML Scoping
Our technical experts evaluate your data, infrastructure, and use cases to produce a rigorous AI/ML scoping report — minimizing risk before investment.
- Data Audit
- Feasibility Analysis
- Technology Selection
- Cost Modeling
From idea to validated concept
Gen AI Product Discovery
Structured design sprints to discover, validate, and prototype generative AI product concepts that resonate with users and align with business goals.
- Design Sprint
- Prompt Engineering
- Prototype Build
- User Validation
AI-powered software at scale
Product Development
Full-cycle engineering of AI-native products — from MVP to production-grade systems with enterprise security, scalability, and observability built in.
- LLMOps
- RAG Systems
- Fine-tuning
- API Development
Skills for the AI era
AI Training
Customized training programs for executives, product teams, and engineers — building practical AI fluency across your entire organization.
- Executive Workshops
- Technical Bootcamps
- Prompt Engineering
- LLM Operations
AI News
Latest from the AI world
Curated updates from top research labs and industry sources.
ArXiv AI (cs.AI)
Industry News1m
ToolSense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in LLMs
arXiv:2606.12451v1 Announce Type: new Abstract: Large language models deployed as agents over large tool catalogs face a critical tool-retrieval bottleneck. As embedding-based retrieval approaches rely on compact encoders that may under-capture specialized tool semantics, paramet
ArXiv AI (cs.AI)
AI Agents1m
Strategic Decision Support for AI Agents
arXiv:2606.12587v1 Announce Type: new Abstract: Traditionally, decision support studies how humans use machine learning models to make better decisions. In modern agentic systems, this division of roles is increasingly reversed: AI agents act on behalf of users, while humans and
ArXiv AI (cs.AI)
AI Agents1m
PersonaDrive: Human-Style Retrieval-Augmented VLA Agents for Closed-Loop Driving Simulation
arXiv:2606.12616v1 Announce Type: new Abstract: Closed-loop driving simulators typically populate their environments with non-ego traffic agents that behave largely the same way, produced either by rule-based traffic managers or by learned models trained toward a single behaviora
ArXiv AI (cs.AI)
AI Agents1m
Arbor: Tree Search as a Cognition Layer for Autonomous Agents
arXiv:2606.12563v1 Announce Type: new Abstract: Arbor is a multi-agent framework that introduces structured tree search as a cognition layer for autonomous agents operating in large, stateful action spaces. Prior autonomous optimization systems operate on isolated targets with st
ArXiv AI (cs.AI)
Industry News1m
Pythagoras-Prover: Advancing Efficient Formal Proving via Augmented Lean Formalisation
arXiv:2606.12594v1 Announce Type: new Abstract: Modern Lean theorem provers achieve strong performance only with substantial training and inference compute, driven in part by scarce verified proof data and the long reasoning traces of formal proof search, making both supervised f
Locations
We operate globally
AI First Hub serves clients across USA, UK, and Asia Pacific.
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