From AI Ambition to Measurable Business Outcomes
We don't build demos — we deliver production-grade AI products tied to revenue, cost savings, or operational efficiency metrics that matter to your business.
Trusted by ambitious teams
Companies We've Worked With
Three Pillars of AI Value
We specialize in turning AI investments into production systems that deliver measurable results.
AI Copilots
Custom copilot products that augment human workflows — from internal ops to customer-facing tools. Built for adoption, not just demonstration.
- Custom-built for your workflows
- Production-ready, not prototypes
- Designed for user adoption
AI Cost Optimization
Right-sizing AI infrastructure spend. Model selection, inference optimization, and architecture decisions that cut costs 30–70% without sacrificing quality.
- 30–70% cost reduction
- Model selection & optimization
- Architecture right-sizing
Outcome-Driven Delivery
Every engagement is scoped around measurable KPIs. We define success criteria upfront and tie our delivery milestones to business outcomes.
- KPI-defined from day one
- Milestone-tied delivery
- Measurable business impact
Built for Teams That Demand Results
Whether you're a mid-market company, government agency, or fast-growing startup — we tailor our approach to your context.
Mid-Market B2B
100–2,000 employees, $20M–$500M revenue
“You've probably experimented with AI — maybe a chatbot, maybe some internal tooling. But is it actually moving a business metric?”
The Problem
Hired an ML engineer or bought a tool but can't translate it into product impact. AI experiments stall at POC stage.
How We Help
We embed as an outcome-driven product team. Scope a 6–12 week pilot tied to a specific business metric — like 20% faster customer onboarding.
Pilot Investment
$15K–$50K
Timeline
6–12 weeks
Government & Public Sector
Central/state agencies, PSUs, digital governance bodies
“AI mandates are coming, but budgets are tight and scrutiny is high. We specialize in making AI projects deliver real value per rupee spent.”
The Problem
Procurement complexity, vendor lock-in fears, compliance requirements, and budget scrutiny on AI spend.
How We Help
Cost optimization expertise plus compliance-aware delivery. We help agencies get more value per rupee on AI infrastructure while meeting regulatory needs.
Pilot Investment
$25K–$100K
Timeline
8–16 weeks
Startups & Scale-ups
Series A–C companies building AI-native products
“You're burning $X/month on inference and your AI features shipped 3 months late. We can cut your AI costs by 30–50% in the first week.”
The Problem
Burning cash on inference costs. Need to ship AI features fast but founding team is stretched thin.
How We Help
Sprint-based copilot builds and cost optimization. Ship a production feature in 4–8 weeks. Cut your AI infra bill immediately.
Pilot Investment
$8K–$30K
Timeline
4–8 weeks
The Pilot Is Our Product
A structured engagement model designed to prove value fast, build trust, and convert into long-term partnerships.
Phase 1
Discovery
1–2 weeks
Deep-dive into your business problem, data landscape, and success metrics. We define 2–3 measurable KPIs that the pilot will impact.
- Stakeholder interviews
- Data & systems audit
- KPI definition & alignment
Phase 2
Build
4–8 weeks
Rapid iteration on the AI solution — copilot, optimization, or integration. Weekly demos with stakeholders and continuous alignment on outcomes.
- Weekly demo cycles
- Iterative development
- Continuous stakeholder alignment
Phase 3
Measure
2–4 weeks
Run the solution in production or controlled production. Measure against the KPIs defined in discovery. Document results.
- Production deployment
- KPI measurement
- Results documentation
Phase 4
Expand
1 week
Present results to broader leadership. Propose next phase — scale the solution, tackle adjacent use cases, or optimize further.
- Leadership presentation
- Expansion roadmap
- Next-phase scoping
Featured Products
A few highlights from our portfolio — from acquired startups to platforms serving hundreds of millions.
POYNT
Smart payment terminal platform powering merchants across the US.
Plustxt
Multilingual messaging platform that scaled to hundreds of millions of users.
Eros Now
Indian OTT subscription platform with AI-driven content recommendations.
DPSN
Real-time messaging infrastructure for AI agent communication at scale.
TRAKInvest.ai
AI-powered social trading platform combining machine learning with market intelligence.
EMONEY.io
Next-generation financial infrastructure bridging traditional banking and digital finance.
Ready to Turn AI Ambition into Business Results?
Book a free discovery call. We'll identify your highest-impact AI opportunity and scope a pilot tied to measurable outcomes.