USA Clock
:----
New York time
Product strategy, design, engineering, and AI delivery
TFG brings product strategy, design, engineering, cloud, mobile, and AI delivery into one accountable build motion for teams moving from idea to production.
TFG Build Console
Frame
Start with the right product shape.
Align
Resource the build before scale pressure.
AI-integrated delivery lanes
Proof in market
Founding Path
Make Work Move
Born in 2020 to solve the gap between strategy and production release.
AI Built In USA
Live operating overlap between New York and Hyderabad.
USA Clock
New York time
India Clock
Hyderabad time
Who We Are
Threshing Floor Group builds platforms for artificial intelligence, healthcare, fintech, and verification. We work with teams that need product work to survive real launch conditions.
Built And Shipped
Product proof in motion across healthcare, fintech, e-commerce, and verification. We build products that work in production.
Live Systems
Domain Verticals
Accountable Path
AI Background Verification
One hiring verification flow for screening, checks, reports, and enterprise review.
Healthcare App
One care journey for health prompts, trusted guidance, and app-first patient action.
Digital Lending
One lending workflow for applications, documents, verification, and approval visibility.
Business Network
One network for founders to find conversations, events, and growth opportunities.
E-commerce App
One deal flow built for quick choice, repeat visits, and cleaner campaign handoffs.
Capabilities
We shape the work around the problem, the build path, and the launch moment so every stage of the lifecycle stays visible and accountable.
Turn product intent into clear priorities, release paths, AI opportunity maps, and build decisions your team can act on.
Production web, mobile, API, and internal systems designed around delivery pressure, scale, and maintainable operations.
AI assistants, automation workflows, decision support, and model-aware product experiences that enter real work safely.
Cloud foundations, deployment automation, observability, and guardrails for teams that need software to stay available.
Move manual loops into connected systems across customer, staff, finance, HR, and operational workflows.
Interfaces, design systems, landing experiences, and product flows that feel clear from first contact through daily use.
Secure, role-aware platforms for lending, verification, healthcare, commerce, and teams with measurable operating needs.
App-first experiences for healthcare, retail, automotive service, and communities where repeat usage matters.
The Workflow
The build is managed as a visible operating system, not a handoff chain. Every stage is designed for inspection and accountability.
Map the brief, users, constraints, and business pressure before build time is consumed.
Shape product flows, interface states, and decision paths that teams can inspect.
Move through web, mobile, API, cloud, and internal tools with one delivery rhythm.
Add AI assistants, automation, and decision support where it improves work.
Prepare release assets, production checks, monitoring, and clear handoff ownership.
Keep product, infrastructure, and operating routines ready for the next load.
Resource Management
TFG resource work aligns people, IT capacity, and cost control around the work that must ship. We manage the gaps so the build stays on track.
Human Resource
Role definition, staffing plans, hiring pipelines, documentation, and workforce routines aligned to delivery needs.
Technology Resource
Skill mapping, project allocation, remote delivery support, vendor visibility, and utilization planning before deadlines slip.
Operating Rhythm
Payroll, attendance, policy, performance support, and repeatable team operations that protect daily execution.
The Build Path
We keep engineering execution, AI integration, launch planning, and operating support connected through one accountable delivery path.
One accountable path across product, UX, engineering, AI, and launch
Existing product proof across healthcare, e-commerce, and fintech
Enterprise-grade thinking without domain silos
AWS/Nginx deployment and operating environment awareness
Preservation of existing backend and legacy payloads
Execution Path
TFG maps the first practical path from system requirement to production-ready execution. Let's start the build.
01
Product Clarity
02
Delivery Path
03
Launch Discipline
Trusted In The Field
Fintech, education, mobility, and e-commerce teams have shipped with TFG.
