# Data Pattern: Data Patterns Q4 FY26: Defence Specialist Delivers Stellar Quarter with 99% Sequential Revenue Surge

> Look past the headline PAT/revenue move and test margins, management delivery, and growth quality for Data Pattern.

**Companies**: Data Pattern
**Sectors**: Defense & Aerospace
**Published**: 2026-05-16
**Last Updated**: 2026-05-16
**Source**: https://thesisloop.ai/thesis/539aac45-5a79-4242-97c2-73db267cb95b

## Score Overview

| Company | Management | Business Model | Future Growth | Risk |
|---------|-----------|---------------|--------------|------|
| Data Pattern | 70/100 | 73/100 | 67/100 | 59/100 |

## Data Pattern (BSE:543428)

**Sector**: Defense & Aerospace | **Industry**: Aerospace & Defense

### Management Credibility

- **[CATALYST] AMCA Fifth-Generation Fighter Program** (NEUTRAL): Management expects the AMCA contract to be placed within the next 3 to 6 months. — target: contract placement
  > Regarding time lines, what ADA is saying is 3 to 6 months, the contract will get placed. We have to go by what they say.
- **[CATALYST] Geopolitical Tensions and Border Security** (NEUTRAL): The company is witnessing heightened urgency for indigenous equipment procurement following Operation Sindoor.
  > Post the Operation Sindoor, we are witnessing heightened urgency from the government to procure and deploy indigenous defense equipment, some of which aligns well with our capabilities.
- **[CATALYST] Missile Program Pipeline and BDL Orders** (NEUTRAL): The company expects to start receiving production orders for Brahmos seekers starting in FY 2026-27. — target: production orders (+1 more commitment)
  > So, seeker should start -- we can't put a time line. But what we hear is it should start by this year onwards, this calendar year, that is financial year '26-27, we should start getting production orders.
- **[CATALYST] Positive Indigenisation List Expansion** (NEUTRAL): The company is targeting a market for EW ground-based radars and other products worth over INR 25,000 crores. — target: > INR 25,000 crores
  > The combined market we are trying to address in all this is more INR25,000 crores. So given the percentage of the market, I think, is substantial.
- **[METRIC] Export Revenue as Percentage of Total** (POSITIVE, IN_PROGRESS): Export momentum is building with an export order book of INR 63 crores and active engagement for complete system offerings in the UK and Europe. (1 in progress across 1 tracked commitment)
  > Our export order book remains healthy at approximately INR63 crores... We continue to execute regular business in the UK. and expect export momentum to improve further as our complete system offerings mature.
- **[METRIC] Order Book to Revenue Ratio** (POSITIVE, EXCEEDED): In Q3FY26 alone, the company received order inflows of Rs 2,428 Mn (approx. Rs 243 Cr). Management now expects an additional Rs 500 Cr in the remaining part of the year (Q4), indicating progress toward the H2 target. (1 in progress, 1 exceeded across 2 tracked commitments)
  > Strong Order Book in Pipeline at Rs 20-30bn over next 18-24 months
- **[METRIC] Revenue per Employee Productivity** (NEGATIVE, MISSED): The company hired 39 people in Q2FY26, bringing the total engineer count to 1,071. Progress is being made toward the annual hiring target. (2 in progress, 1 missed across 3 tracked commitments)
  > 1,080 Engineers (287 people plan to hire in FY26)
- **[METRIC] Working Capital Days and Cash Conversion** (POSITIVE, MET): Working capital days have improved from 428 days in March to 340 days internally as of December, meeting the target to maintain/improve levels. (1 met, 1 in progress across 2 tracked commitments)
  > And as we have been mentioning in our earlier calls also, over next probably some three to five years' time, it will gradually come down to 270 to maybe 300 days. That is the working capital cycle that we are expecting in -- it is in line with our expectations only.
- **[PRINCIPLE] Indigenous Content Requirements** (NEUTRAL): Focus on developing full systems from in-house building blocks to address a larger Total Addressable Market (TAM).
  > Moving up the Value Chain through building Full Systems : Using reusable building blocks... Concentration on building full products leveraging existing Domain expertise and availability of in-house building blocks
- **[PRINCIPLE] Long Gestation R&D Investment** (NEUTRAL): The company plans to invest an additional Rs 150 crore in capex over the next two years. — target: Rs 150crs (+4 more commitments)
  > Planning for additional Rs 150crs capex over next two years
- **[PRINCIPLE] Order Book Execution Visibility** (POSITIVE, EXCEEDED): Data Patterns significantly exceeded its FY26 targets, achieving 30.6% revenue growth and 40.1% EBITDA margins. (1 exceeded, 3 met, 1 in progress across 5 tracked commitments)
  > One large order, INR180 crores, we expect to execute this quarter or next quarter.
- **[TREND] Atmanirbhar Bharat Self-Reliance Push** (NEUTRAL): Management is scaling the company to reach a revenue of INR 5,000 crores in the next 4 to 5 years. — target: INR 5,000 crores (+1 more commitment)
  > Suppose we want, from a INR700 crores, to be a INR5,000 crores company in the next, let's say, 4 years, 5 years, we need to do not just the products.
- **[TREND] Defense Export Expansion** (NEUTRAL): Strategic initiative to build a dedicated marketing organization to drive defense exports. (+4 more commitments)
  > The Transportable Precision Approach Radar, TPAR, exported to European customer has successfully completed client acceptance. We expect some positive traction from international markets.
- H1 FY26 revenue grew by 109% year-on-year, significantly outpacing the full-year growth target of 20-25%. (1 exceeded, 1 missed, 2 met across 4 tracked commitments) (POSITIVE, MET)
  > Maintain Net debt free status

### Business Model

- **[CATALYST] DAC Large Order Approvals** (POSITIVE, Change: EXPANDING): The segment remains a key win area with large production and development orders received from ECIL and the Ministry of Defence, though specific revenue share for this exact quarter was not broken out separately from the 57% production total. (1 expanding)
  > Key wins during the period include large production and development orders for electronic warfare suites from ECIL and the Ministry of Defence
- **[CATALYST] Geopolitical Tensions and Border Security** (POSITIVE, Change: EXPANDING): The EW segment is poised for significant growth through the 'Operation Sindoor' catalyst and the development of indigenous self-protection jammers for the SU-30 platform, targeting a potential INR 7,400 crore market. (1 expanding)
  > In January of this year, government has -- MoD escalated that for some INR7,400 crores for the jammer part for the EW suite. We have the RWR.
- **[METRIC] Export Revenue as Percentage of Total** (NEUTRAL, Change: STABLE): Export revenue share has remained relatively stable but shows a slight upward trend as the company builds a marketing organization for international markets. (4 stable, 1 contracting)
  > Export 9.5% Rs 3,448 Mn
- **[METRIC] Order Book to Revenue Ratio** (NEGATIVE, Change: CONTRACTING): The order book has grown significantly, reaching Rs 8,140 Mn, providing strong visibility for future execution. (3 expanding, 1 contracting)
  > Order Book... Rs 8140 Mn (Q1FY26)
- **[METRIC] Working Capital Days and Cash Conversion** (NEUTRAL, Change: STABLE): The company maintains its debt-free status despite high working capital days (343 days), which management expects to improve as they move from development to production orders. (2 stable)
  > Strong Balance Sheet; Net Debt Free Company. Rs. 4,227 Mn Cash, Bank & Investment
- **[PRINCIPLE] Government Dependence and Payment Cycles** (POSITIVE, Change: SHIFTED): The services segment, specifically Annual Maintenance Contracts (AMC), saw a significant temporary spike in order inflow share, though management clarifies this is not a permanent shift in the business model but a timing effect of user-level deliveries maturing. (1 shifted)
  > this quarter, out of INR183 crores of order wins, majorly, we have won orders on the AMC side or services side of contracts.
- **[PRINCIPLE] Indigenous Content Requirements** (POSITIVE, Change: EXPANDING): The company is strengthening its moat by transitioning from a subsystem supplier to a full systems and solution provider, leveraging in-house IP to maintain high EBITDA margins (44%). (1 expanding)
  > Moving up the Value Chain through building Full Systems : Using reusable building blocks... designed in-house with IP
- **[PRINCIPLE] Long Gestation R&D Investment** (POSITIVE, Change: EXPANDING): The company is aggressively expanding its moat by shifting from a subsystem/component vendor to a complete 'system vendor', investing INR 120 crores in new product development for radars and electronic warfare. (3 expanding)
  > So the company is changing from a component and subsystem vendor to a system vendor... taking a complete shift in the way the business is done by us in the last 20 years
- **[PRINCIPLE] Order Book Execution Visibility** (POSITIVE, Change: EXPANDING): The company is transitioning from a subsystem supplier to a full systems integrator, specifically in EW and Radar, which is driving significant revenue growth despite short-term margin dilution from a large strategic project. (4 expanding)
  > Our order book stands at an all-time high of ~₹2,062 crores, the highest in the Company’s history, providing strong revenue visibility over the coming years.
- **[TREND] Defense Export Expansion** (POSITIVE, Change: EXPANDING): Export order book is stable at approximately INR 100 crores, with management noting increased traction in international markets, particularly the U.K., though domestic remains the primary focus. (1 stable, 1 expanding)
  > Our export order book remains healthy at about INR100 crores, and we're seeing increase in traction from international markets.
- Radar systems have seen a massive expansion in revenue share, becoming the dominant revenue driver for the quarter. (5 expanding across 3 engines) (POSITIVE, Change: EXPANDING)
  > EW 48.5% Rs 3,448 Mn

### Future Growth

- **[CATALYST] DAC Large Order Approvals** (POSITIVE, Trend: ACCELERATING): Management is signaling a massive acceleration in the order pipeline, expecting INR 2,000 to 3,000 crores in orders over the next 18-24 months. (1 accelerating across 1 signal)
  > your guidance is close to around INR1,000 crores in second half and INR2,000 crores to INR3,000 crores in 18 to 24 months.
- **[METRIC] Export Revenue as Percentage of Total** (NEUTRAL): The company has successfully entered the European market, proving its technology is competitive on a global stage.
  > Exported products to Europe and UK... Produced and delivered Transportable Precision Approach Radars and Search & Track Radars to international customers
- **[METRIC] Order Book to Revenue Ratio** (POSITIVE, Trend: ACCELERATING): The order book has reached a record high of INR 1,079 crores, supported by INR 320 crores in new orders since the start of the fiscal year. This represents a significant acceleration in order intake compared to previous periods. (3 accelerating, 1 decelerating, 1 steady across 5 signals)
  > Rs. 9,265 Mn Order Book (Q4FY26)
- **[METRIC] Working Capital Days and Cash Conversion** (POSITIVE, Trend: STEADY): The company maintains its steady status as a debt-free entity, utilizing customer advances to fund contracts. (1 steady across 1 signal)
  > Strong Balance Sheet; Net Debt Free Company
- **[PRINCIPLE] Long Gestation R&D Investment** (POSITIVE, Trend: STEADY): The revenue mix is shifting toward 'Production' (53% in FY25) and 'Development' (43% in FY25), indicating the company is successfully moving products from the lab to the field. (3 steady, 1 reversing across 4 signals, 1 leading indicator)
  > More than Rs 131 cr invested on new product development ; which are at advanced stage of readiness
- **[PRINCIPLE] Order Book Execution Visibility** (POSITIVE, Trend: ACCELERATING): Management is signaling a massive acceleration in order inflows, projecting a pipeline of Rs 20-30bn over the next 18-24 months, which would dwarf current annual revenues. (4 accelerating, 1 new trend across 5 signals)
  > Strong Order Book in Pipeline at Rs 20-40bn over next 24 months.
- **[TREND] Atmanirbhar Bharat Self-Reliance Push** (POSITIVE, Trend: ACCELERATING): The shift toward high-volume production is accelerating. Production revenue share reached 76% in Q1 FY26, significantly higher than the 53% average in FY25. (2 accelerating, 1 new trend across 3 signals)
  > Continuing the product development to build full systems to address larger TAM.
- **[TREND] Defense Export Expansion** (NEUTRAL): The company is setting up a dedicated marketing team to specifically target international sales and grow its global footprint.
  > Build marketing organisation for exports.
- The company is accelerating its capital expenditure, planning to spend Rs 150 cr in the next two years, nearly matching the total spent over the previous five years (Rs 160 cr). (5 accelerating across 5 signals, 1 leading indicator) (POSITIVE, Trend: ACCELERATING)
  > Production FY25 53% FY26 58%

### Risk Assessment

- **[METRIC] Order Book to Revenue Ratio** (POSITIVE): The risk is easing as the company has already secured INR 320 Cr in new orders in Q1 and identifies a pipeline of INR 2,000 Cr to INR 3,000 Cr over the next 18-24 months. (3 easing)
  > But the order pipeline of this INR1,000, INR2,000 crores we're talking about are 2 billion to 3 billion which we're talking about is all based on those kind of contracts.
- **[METRIC] Revenue per Employee Productivity** (NEGATIVE): The risk is intensifying as employee costs have escalated by 27% YoY due to aggressive hiring and infrastructure building in anticipation of future contracts that have not yet been awarded. (1 intensifying)
  > We need to put in the infrastructure and see the delivery model happens. So, these are all cautiously done and we are going ahead and investing in people and training. And that is how the cost is going up.
- **[METRIC] Working Capital Days and Cash Conversion** (NEGATIVE, Risk: HIGH): Debtor days have increased slightly to 307 days in FY25 from 280 days in FY24, indicating worsening collection efficiency from government agencies. (2 intensifying, 3 easing, 1 high-severity)
  > Cash Conversion Cycle (Days) ... FY26 365
- **[PRINCIPLE] Government Dependence and Payment Cycles** (NEGATIVE, Risk: HIGH): Debtor days have worsened, increasing from 280 days in FY24 to 307 days in FY25. This indicates that the time taken to collect payments from government agencies is lengthening, further tying up capital. (1 intensifying, 2 easing, 2 stable, 1 high-severity)
  > Customers: DRDO 28.7%, Brahmos 31.5%
- **[PRINCIPLE] Long Gestation R&D Investment** (NEUTRAL): Capex plans are proceeding with Rs 150crs planned over the next two years. While ROCE has dipped from 22% in FY23 to 18% in FY25, it remains healthy, but the execution risk of these new assets persists. (5 stable)
  > Planning for additional Rs 150crs capex over next two years
- **[PRINCIPLE] Order Book Execution Visibility** (POSITIVE, Risk: MODERATE): The risk is easing as the order book pipeline is robust, estimated at Rs 20-30bn over the next 18-24 months, providing strong future visibility. (3 easing)
  > Expect Rs 2,000 Cr order inflow other than orders already received and negotiated, in FY2027
- Concentration in the Radar segment has intensified significantly, now accounting for 66.4% of Q1FY26 revenue compared to 51.9% in FY25. (2 intensifying, 1 stable) (NEGATIVE, Risk: MODERATE)
  > Radar 40.1%

### Scenario Analysis

- Data Patterns operates in the defense electronics and aerospace sector, where AI is primarily an internal tool for operational efficiency rather than a core driver of its revenue model or competitive moat. While the company may integrate AI into its defense systems, its structural business remains anchored in hardware manufacturing, radar, and avionics, which are not currently undergoing a fundamental transformation driven by the AI revolution. (NEUTRAL)
- The Iran conflict triggers an immediate surge in procurement for missile defense and naval surveillance systems, directly boosting Data Patterns' Electronic Warfare and Radar segments. While the resulting oil shock and rupee depreciation create macro-economic headwinds, the company's net debt-free status and high cash reserves provide a buffer against tighter monetary policy. Ultimately, the conflict accelerates the 'Atmanirbhar Bharat' initiative, transforming the company from a subsystem provider into a critical full-systems supplier for programs like Brahmos, which serves as a structural hedge against broader economic volatility. (POSITIVE)
  > Electronic Warfare: Delivered COMINT and ELINT systems and self protection suit for land, mobile and fighter Reconnaissance aircraft and aerostat... Airborne Wide Band Jammer Pods. Requirement across Army, Air Force and Navy.

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