FirelinksJoin the Waitlist

Every Enterprise Deserves an Agentic Organization.

AI executes.Humans govern.Firelinks orchestrates.

Join the WaitlistSee what we have built

Three partnerships a year. The current cohort is full.

BusinessProductResearchDataModelEngineeringQualityOperationsOrganizationalKnowledgeHuman Governance

Agents perform tasks.Organizations deliver products.

Here are three products we have delivered with our partners. AI did the building. People made the decisions.

DeliveredHealthcare

Spotting the patients most at risk

Doctor reviews0.71Flagged for a doctor00.250.50.751
Each dot is a patient. Those past the line are flagged as at risk, and a doctor reviews each one.

DeliveredInvestment banking

Finding the right investors for every deal

AprMayJunJulAugSepGrowth fund A0.92Family office C0.87Crossover fund F0.81Growth fund K0.74Strategic D0.64Seed fund B0.41LessMore contact
Each row is an investor, best match first. Darker means more contact. A banker approves each one.

DeliveredBanking

Finding what blocks a bank's upgrade

CoreLedgerPaymentsCardsIdentityFraudCRMStatementsTreasuryMobile
Each arc links two of the bank's systems. Red ones have problems, and an architect signs off each fix.

The operating system stays the same. The domain changes.

  • Healthcare
  • Capital markets
  • Banking
  • Payments
  • Real estate
  • Manufacturing
  • Venture capital
  • Logistics
  • Mobility
  • Marketplaces
  • Enterprise software
  • Compliance

“I expected to manage another engineering project. Instead I made a handful of decisions a week, and a product got built around them.”

Design partnerClinical Intelligence

A dedicated organization,built around your business.

Today, Firelinks operates the Agentic Organization on your behalf. Your leaders keep making the strategic decisions. The organization executes them.

  1. You bring

    The business problem, the product you want to create, the data you have, and the people who will govern it.

  2. We deploy

    A dedicated Agentic Organization that learns your business, your data and your industry, operated by Firelinks.

  3. You govern

    When a decision needs judgment or authority, the work pauses and asks the right person. Your team approves, rejects or redirects, and owns what gets built.

Operator-assisted todayCollaborative nextYours to run in time

The humansbehind Firelinks.

Firelinks is a senior team of AI researchers, engineers, designers and product people, backed by advisors from clinical research, banking and enterprise technology. We have spent our careers getting AI to work in production, and we work as an extension of the teams we partner with.

  • Panchsheel Mittal

    Panchsheel Mittal

    Panchsheel Mittal on LinkedIn

    Co-founder and CEO

    Panchsheel has spent his career turning data and AI into real products and businesses. He has built fintech products, led analytics and AI teams, advised global enterprises, and now works closely with founders and leadership teams across product, technology, data, and AI. He co-founded Firelinks to bridge the gap between ambitious AI ideas and the strategy, engineering, and execution required to make them work.

  • Pavan Tummala

    Pavan Tummala

    Pavan Tummala on LinkedIn

    Co-founder and CTO

    Pavan has spent his career taking AI out of the lab and into production. He has published peer-reviewed research on AI for medical imaging, built models for aerospace and industrial sensing, led data science teams, and now architects the Agentic OS and the engineering behind every Firelinks deployment. He co-founded Firelinks to bring the rigour of research and the discipline of engineering to every product an enterprise builds with AI.

For every enterprise readyto create what comes next.

An organization that understands your business, connects your data, builds the models, engineers the product, and works under human governance.

Join the Waitlist