[00] Services / Data & AI / Data Engineering
All your business data in one place you can rely on.
We collect, clean and check your data automatically, so your team stops stitching spreadsheets together and starts using the numbers.
LatentIQ provides Data Engineering services from Hyderabad, India, for businesses in India, the USA, the UK, Australia and Thailand. Data pipelines that collect, clean and check your business data automatically, so every report uses one reliable source and every number traces to its origin.
[02] You'll recognise this
The problem before the build
Your numbers live in Tally, Excel, your CRM, WhatsApp exports and three different apps. Someone spends days every month putting them together, and the totals still don’t match.
- 01
Days lost to manual reporting
Skilled people copying and pasting instead of analysing.
- 02
Reports that disagree
Two reports, two different numbers, and no one sure which is right.
- 03
Decisions on hold
Leaders wait while people check the numbers.
[03] What changes
From reactive to ready
- Reports in minutes instead of days
- One version of the truth
- Faster, more confident decisions
[04] What we build
What we build for data engineering
- Connect your data sources: accounting software, spreadsheets, CRMs, apps and files
- Clean and standardise data: units, formats, duplicates, missing values
- Check data automatically and flag conflicts instead of hiding them
- Keep a record of where every number came from
[05] How we get there
A practical path from problem to outcome
- 01
Map the numbers.
We list where every important number comes from and who uses it.
- 02
Build the pipelines.
Data is collected, cleaned and checked automatically.
- 03
Flag, don't hide.
Conflicts and gaps are shown to a person to resolve.
- 04
Keep it running.
We maintain the pipelines as your systems change.
[06] What you get
A result your team can use
- One reliable source for your business data
- Automated daily updates
- Data-quality checks with alerts
- A record of where every number comes from
[07] Proof
Where we've done it
- 01
Financial AI Co-Pilot
Reads messy Excel, CSV, PDF and Word files (mixed units such as lakhs, crores and USD thousands, total rows, negatives in brackets), checks totals before using them, and traces every number to its exact file, sheet and cell.
Read the story →
[08] In your industry
What this looks like in your industry
- Finance & accountingCombine financial files in different units and formats into one checked source.
- Manufacturing & distributionBring orders, stock and payments together for daily reporting.
- Retail & e-commerceJoin online and offline sales into one view.
[09] Where we deliver
Data Engineering for clients in five countries
Built by our team in Hyderabad, India, for businesses in India, the USA, the UK, Australia and Thailand.
- HyderabadOur office in Kukatpally: meet the team in person.
- IndiaSame time zone, remote across every city.
- United StatesWritten daily progress across a 9.5–10.5 hour gap.
- United KingdomThe UK morning shared every working day.
- AustraliaThe east-coast afternoon shared every working day.
- ThailandAbout 6.5 shared working hours, all year.
[10] FAQ
Questions leaders ask first
Q01Do we need to replace our existing software?
No. We connect to what you already use and bring the data together around it.
Q02What happens when two sources disagree?
The system flags the conflict and asks a person which source is right, instead of silently picking one.
Q03Do you provide Data Engineering for clients outside India?
Yes. Our team in Hyderabad delivers Data Engineering for clients in India, the USA, the UK, Australia and Thailand. We agree a shared call window and send written weekly updates, so the time difference never stalls the work.
Q04Who owns the work when the project ends?
You own your data and, once fees are paid, the custom work built for you. We keep our reusable tools and know-how. Your signed agreement sets the final terms.