Data Intelligence + AI
Ameya Labs unifies fragmented data into one verified, evidence-backed picture — then builds the grounded AI, automation, and products that operate on it. Scattered across spreadsheets, portals, documents, and operations.
Capability & evidence
A six-stage pipeline derived from platform designs — unified, verified data to grounded action.
The engineering disciplines behind every Ameya build — from data unification to grounded AI and tested delivery.
Data Intelligence — unify, structure, and interpret data
Grounded AI — reads from verified data, never the source of truth
Engineering automation — the tooling to ship reliably
Quality engineering — tested, defensible delivery
Unify, structure, and interpret data; automate both process and judgment; and build the products that operate on one verified picture.
Unify, structure, and interpret data so decisions are made on one trusted picture.
Acquire, structure, and know your data — scattered formats normalized into a verifiable, provenance-backed knowledge model.
Automate both process and judgment — testing, pipelines, and operating logic.
Grounded AI that reads from verified data, plus engineering automation that ships it reliably.
Product development, management systems, and cinematic websites — engineered and delivered.
The commercial surface: products and sites built to the data intelligence standard.
Products engineered to the data-intelligence standard — every one grounded in verified data, not guesswork.
Greenfield product builds — research, architecture, implementation, and delivery on the data-intelligence standard.
Operational management systems and software-as-a-service products — engineered end to end, from data model to shipped application.
Immersive, high-craft marketing sites (this site was built this way) with a config-driven engineering foundation.
Free utilities from Ameya Labs — they run entirely in your browser, no sign-up required.
Turn a network name and password into a scannable QR code.
Open toolGenerate strong, random passwords with length and character options.
Open toolCreate a short, shareable link from a long URL.
Open toolPick colours and convert between HEX, RGB, HSL and HSV.
Open toolFormat, validate and minify JSON in the browser.
Open toolEncode text or files to Base64, and decode them back.
Open toolConvert length, weight, temperature, area, volume and time.
Open toolCase conversion, word counts, find and replace, and more.
Open toolGenerate a ready-to-run Vagrantfile for a local virtual machine.
Open toolInsights
Honest, technical explainers on the data intelligence and grounded-AI problems we work on.
Institutional data rarely lives in one place — it's scattered across spreadsheets, portals, documents, and operations. We unify it into one verified, evidence-backed picture you can act on with confidence.
Read moreAn LLM should never be the source of truth. We reason over structured, provenance-backed data, so the model reads facts it can trace rather than inventing them from memory.
Read moreEvery insight should trace to a source with a confidence and evidence chain. Provenance keeps AI auditable, so decisions aren't just intelligent — they're defensible.
Read moreAmeya Labs engineers the path from fragmented information to informed action — unifying scattered data into one verified picture, then building the products, automation, and cinematic websites that operate on it. Data Intelligence + AI — from fragmented information to informed action.
Mission: From fragmented information to informed action — unify scattered data into one verified, evidence-backed picture, then operate on it.
Values: Grounded AI that reads from verified data, engineering automation that ships reliably, and quality tested into every delivery.
Expertise: Data intelligence, cloud-native architecture, AI-assisted testing, autonomous delivery systems, and enterprise management solutions.
Discipline: Automated CI/CD, infrastructure as code, monitoring and observability — the tooling that keeps delivery repeatable and auditable.
Common questions about data intelligence, grounded AI, and how Ameya works.
Business analytics typically reports on already-structured data. Data Intelligence actively unifies and structures data from many disconnected sources — spreadsheets, portals, documents, and operations — so you can reason over one verified picture and act on it.
This site is a proposal. It describes a capability we are staffing and evidencing; we do not assert live client deployments or unverifiable success metrics anywhere on it.
No. We use grounded AI — an LLM and agents read from verified, structured data, never as the source of truth. Every insight traces to a source with a confidence and evidence chain.
Start with a data conversation via our contact form. We review where your data lives, how it currently flows, and whether a unified, actionable picture is worth building.
Tell us about your data and how it flows — we'll get back within a day.