--- title: "Pakistan’s AI startups need their first customer in the room" url: "https://www.kitsuneai.co/blog/pakistan-ai-startups-first-customer" description: "Tasco’s insurance challenge shows what changes when a buyer helps define the pilot. Pakistan can borrow the mechanism without confusing a demo with a contract." datePublished: "2026-11-13" dateModified: "2026-11-13" author: "Ali Imran Memon" --- [Home](https://www.kitsuneai.co/)[Blog](https://www.kitsuneai.co/blog)Pakistan’s AI startups need their first customer in the room POV · Pakistan’s AI startups # Pakistan’s AI startups need their first customer in the room Tasco’s insurance challenge shows what changes when a buyer helps define the pilot. Pakistan can borrow the mechanism without confusing a demo with a contract. ![Ali Imran Memon](https://www.kitsuneai.co/assets/founder-headshot.webp) **Ali Imran Memon**Founder & CEO, Kitsune AI Nov 13, 20267 min read ![Tasco challenge finalists and judges on their actual demo-day video call.](https://www.kitsuneai.co/assets/blog/cover-pakistan-ai-startups-first-customer.webp) *Photo: Image: BeyondPilot* **TL;DR** - Tasco selected ALPHV from 49 proposals after ten teams demoed. The published pilot is still in progress, with a decision scheduled for December 5. - The useful part is the buyer’s role: a business owner, an agreed scope and metrics, a sandbox, and a written scale, extend, or stop decision. - Pakistan also needs large infrastructure procurements. Ignite’s national AI tenders address infra but not innovation. On October 22, ten teams presented insurance ideas to Tasco and GenAI Fund. The challenge drew 49 proposals. ALPHV Technologies was selected to work on lead scoring, profile enrichment, and renewals for motor insurance. That is a useful signal: a company with an operating problem put the problem in front of builders, and a team was chosen to test a concrete workflow. [Tasco’s challenge record](https://beyondpilot.ai/programs/insurance-ai-tasco) As of November 13, the pilot’s testing and final decision are still ahead. Tasco’s published schedule moves from scope lock and sandbox build through integration and tests, with a written scale, extend, or stop decision due December 5. The use-case budget is listed as “to be determined.” The page says any investment of up to US$100,000 is discretionary and subject to due diligence. The buyer is in the room, while a paid production rollout remains unverified. That distinction is exactly why the design matters. Many startup programs measure applications, demo days, and selected teams. A buyer-led pilot can measure whether a real task gets done, what it costs, and whether the buyer will keep using it. The hard part is getting the person who owns the work, the person who controls access, and the person who can approve spending to agree on the same experiment before the build begins. ## A buyer is more than a logo Tasco’s stated process gives the challenge a working shape: a business owner, a one-page scope signed by both sides, defined metrics, data and access arrangements, a sandbox, user testing where approvals permit, and a documented decision. That sequence gives a startup something more valuable than a stage appearance: a way to test whether its product fits the operation. The startup should arrive with a narrow claim. For an insurance renewal workflow, for example: “We can identify policies likely to lapse early enough for an agent to act.” The buyer then supplies the baseline and the test conditions. How many renewals are reviewed? What counts as a useful lead? How many false positives can staff absorb? Which policy and customer data can enter the sandbox? Who checks the output? What is the time limit? These are questions for the buyer and builder to settle before anyone calls the demo a success. The researchers Bastian Krieger, Lena Füner, and Malte Prüfer studied 4,260 young German firms. They found innovation-related capabilities associated with participation and selection in tenders that used criteria beyond price. They found no similar association for price-only tenders. Germany is not Pakistan, and this study does not prescribe a process for our agencies. Its practical lesson travels: when a buyer wants a new solution, a process that can assess the solution’s merits gives it a way to be seen. [Krieger, Füner and Prüfer’s 2026 study](https://link.springer.com/article/10.1007/s11187-026-01183-x) ## Pakistan needs two buying lanes Look at who already has a route into Pakistan’s AI economy. Gul Ahmed Energy began with a thermal plant in Korangi, expanded into wind and solar, and now has a data-centre venture on a 30-acre site with a 136 MW captive power plant. You can take the same land, power expertise and relationships through three investment cycles. A software founder can’t pledge a loom-inspection algorithm as collateral. The asset that would get her funded is a textile mill willing to buy it. Where is the programme that gets her in front of that buyer? [Gul Ahmed’s group history](https://gulahmedelectric.com/about-the-group/) · [Quantum’s project description](https://quantumdc.com/about-us/) Power claims deserve the same care as model claims. NEPRA’s FY 2024-25 report gives 36.6% average utilization across renewable plants using hydro, solar, wind, and bagasse, and discusses variability and transmission constraints. That aggregate is not a figure for QGDC, its captive plant, or solar alone. It does make one planning point clear: a solar panel count or capacity headline cannot establish firm, round-the-clock compute. Buyers need to ask about storage, grid and backup supply, energy mix, service continuity, and the tariff that reaches the workload. [NEPRA’s generation performance report](https://www.nepra.org.pk/M%26E/PER/Generation/2026/PER%20GENERATION%20FY%202024-25.pdf) Infrastructure is one lane. Ignite’s tender is another kind of intervention: a 200-day procurement for national AI infrastructure spanning hosting, models, subsidized inference, marketplace, integration, operations, and capability transfer. The tender assigns end-to-end accountability to a prime contractor while allowing a consortium. That can be an appropriate way to buy a connected national system. Or, bear with me on this one, it is an exclusionary tender pushing all of this investment and incentive into the hands of the country's biggest industrial groups. Groups that have no capability or understanding in AI, which in itself is a nascent new field. They do not know or understand the latest in models, have any experience in marketplaces or integrations. But the tenders ask for exorbitant requirements from bidders like billions in credit lines, or 10 years experience or even more. And I understand this is the name of the game because government procurement rules are not made exclusively for one ministry. But how do procurement rules like these make sense for an industry as nascent as AI where the entire life has been the past 3 years. ## Who gets to send the first invoice? The mid-point then is, that Pakistan can keep the infrastructure lane and add a route for smaller, testable problems. EU-backed 28DIGITAL’s Co-Creation Accelerator offers up to €250,000 for qualifying deep-tech collaborations at TRL 4 or above, with either a startup bringing an industry partner or an application to a defined industry challenge. Its eligibility is limited to EU and Horizon-associated applicants, so Pakistani startups cannot simply copy the application. The relevant feature is the buyer partnership and the challenge track. [28DIGITAL’s programme terms](https://www.eit.europa.eu/our-activities/opportunities/co-creation-accelerator-2026-2027) Look at the scoring sheet for Ignite’s P57167 competition. A consortium can include five firms. A lead bidder with less than five years of experience earns no experience points, and the net-worth points start above PKR 500 million. The published scoring sheet gives no ten-year minimum. You can defend each criterion on its own. Together they tell a young software company which seat at the table it can realistically occupy. It can go looking for a prime contractor willing to put it on somebody else’s bid. [Ignite’s procurement documents](https://pa.epads.gov.pk/procurement/non-consultancy-services/47800/sbd) Pakistan has already run the experiment where a cheque for capacity gets signed before there is enough use for it. NEPRA says capacity charges accounted for 61% of power purchase cost in FY 2024-25, chiefly because of surplus capacity and low utilisation. A data centre has different economics, but the first question I’d put to the minister cutting the ribbon is remarkably similar. Who has a reason and a budget to use what you just built? Give a founder access to a rack and they still have to find a customer. Give them a buyer with a problem worth paying to solve and they can tell you how much compute they actually need. [NEPRA’s generation report](https://www.nepra.org.pk/M%26E/PER/Generation/2026/PER%20GENERATION%20FY%202024-25.pdf) Here’s where I’d start. Put the head of renewals at a Pakistani insurer in a room with the person who can sign a purchase order. Let them publish the workflow they want fixed, the cost of an avoidable lapse and what a pilot can be paid. Give small teams access to the same test and the same decision date. Allow the winning founder to tell the next insurer exactly what the first one bought. A bank or a ministry can open a challenge on those terms too. That second sale is when the country starts to get an AI company out of its AI spending. Tasco has given its team a date when the buyer has to decide. That makes December 5 worth watching. I’d like a Pakistani founder to be able to point to a date like that on their calendar, and to know whose signature turns a good result into revenue. PakistanStartupsVenture capitalAIProcurementPakistan’s AI startupsALPHVGenAI FundALPHV TechnologiesMalte PrPakistan’s AIAhmed EnergyQGDC ![Ali Imran Memon](https://www.kitsuneai.co/assets/founder-headshot.webp) Ali Imran Memon Founder & CEO, Kitsune AI Operator and builder across media, the creator economy and agentic AI. Founder of Kitsune AI, the Agentic AI Foundry. [Talk to the team →](https://www.kitsuneai.co/contact) [All articles](https://www.kitsuneai.co/blog)